Patent Publication Number: US-2022237663-A1

Title: Methods, systems and devices for selecting advertisements based on media profiles and advertisement profiles

Description:
CROSS-REFERENCE TO RELATED APPLICATIONS 
     This application is a continuation of U.S. patent application Ser. No. 15/941,296, filed Mar. 30, 2018. All sections of the aforementioned application(s) and/or patent(s) are incorporated herein by reference in their entirety. 
    
    
     FIELD OF THE DISCLOSURE 
     The subject disclosure relates to a selecting advertisements based on media profiles and advertisement profiles. 
     BACKGROUND 
     Advertisements for media content have been selected based on advertisers purchasing advertising space associated with the media content. Advertisers traditionally purchase advertising space based on popularity of the media content or the demographics of the viewers for the media content or related media content (e.g. past episodes of the media content). 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
       Reference will now be made to the accompanying drawings, which are not necessarily drawn to scale, and wherein: 
         FIG. 1  depicts an illustrative embodiment of a system for selecting advertisement based on media profiles and advertisement profiles; 
         FIGS. 2A-2B  depicts illustrative embodiments of a system for selecting advertisement based on media profiles and advertisement profiles; 
         FIG. 3  depicts an illustrative embodiment of a method used in portions of the system described in  FIGS. 1 and 2A-2B ; 
         FIGS. 4-5  depict illustrative embodiments of communication systems that provide advertisement services for media content; 
         FIG. 6  depicts an illustrative embodiment of a web portal for interacting with the communication systems for advertisement management services for media content; 
         FIG. 7  depicts an illustrative embodiment of a communication device; and 
         FIG. 8  is a diagrammatic representation of a machine in the form of a computer system within which a set of instructions, when executed, may cause the machine to perform any one or more of the methods described herein. 
     
    
    
     DETAILED DESCRIPTION 
     The subject disclosure describes, among other things, illustrative embodiments for determining a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content. Further, embodiments include determining a price for advertising associated with the media content. In addition, embodiments include identifying an advertisement profile for each of a plurality of advertisements. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement. Also, embodiments include selecting a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, and the price for the advertising associated with the media content. Further, embodiments include providing the first advertisement to be presented with the media content at a playback device. Other embodiments are described in the subject disclosure. 
     One or more aspects of the subject disclosure include a device. The device comprises a processing system including a processor and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations. Operations can include determining a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further operations include determining a price for advertising associated with the media content. Additional can operations include identifying an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, operations can include selecting a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, and the price for the advertising associated with the media content. Further operations can include providing the first advertisement to be presented with the media content at a playback device. 
     One or more aspects of the subject disclosure include a non-transitory, machine-readable medium, comprising executable instructions that, when executed by a processing system including a processor, facilitate performance of operations. Operations can include determining a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further operations can include determining a price for advertising associated with the media content. Additional operations can include identifying an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, operations can include detecting a type of playback device for the advertising associated with the media content. Further operations can include selecting a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, the price for the advertising associated with the media content, and the type of playback device. Further operations can include providing the first advertisement to be presented with the media content at the playback device. 
     One or more aspects of the subject disclosure include a method. The method can include determining, by a processing system including a processor a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further, the method can include determining, by the processing system, a price for advertising associated with the media content. In addition, the method can include identifying, by the processing system, an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, the method can include determining, by the processing system, a type of playback medium for the media content. Further, the method can include selecting, by the processing system, a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, the price for the advertising associated with the media content, and the type of playback medium. In addition, the method can include providing, by the processing system, the first advertisement to be presented with the media content at a playback device. 
       FIG. 1  depicts an illustrative embodiment of a system  100  for selecting advertisement based on media profiles and advertisement profiles. In one or more embodiments, the system  100  includes an advertisement database  102  associated with an advertisement server  108 . The advertisement database  102  can include an advertisement profile for each advertisement stored therein. The advertisement profile can include one or more advertisement metrics. The advertisement metrics can include the advertisement viewership goals. Further, the system  100  includes a media content database  104  associated with a media content server  110 . The media content database  104  can include a media profile for each portion of media content stored therein. The media profile can include one or more media metrics In addition, the system  100  includes a viewership metrics database  106  associated with a viewership metrics server  112 . The viewership metrics can be for the viewership for the media content stored in the media content database  104  or the viewership metrics for different types of playback medium, playback devices, or types of media content. In addition, the viewership metrics can include the historical viewership of media content, portions of media content, or related media content. Also, the viewership metrics can include the historical viewership of previous advertisements associated with media content, portions of media content, or related media content. Further, the viewership metrics can include the level of interaction by viewers with such previous advertisements. For example, if a previous advertisement included a link to a website, the viewership metric can include a number of people who accessed the link and viewed the website. 
     Also, the system  100  includes an advertisement management server (e.g. ad management server)  114 . The system  100  can include users  124 - 130 , each of which associated with a playback device  116 - 122 . The playback devices  116 - 122  can present any type of media content including, but limited to, on-demand content, broadcast content, streaming content, content provided from a digital video recorder, stored content, etc. The playback devices  116 - 122  can include a mobile device such as a laptop computer, tablet computer, smartphone or mobile phone, wearable device such as a smart watch, media device such as a television, set top box, media processor, or computer, or any other computing device that can display media content and/or advertisements associated, overlaid, presented with, or embedded within the media content. Further, playback devices  116 - 122  can be called user devices or devices associated with users  124 - 130 . Further, each user  124 - 130  can view the media content or advertisement in different ways such as through broadcast cable or satellite programming, streaming media content, downloaded media content, viewed from stored media content from a digital video recorder (DVR), etc. These different ways to view the media content or advertisement can be called the playback medium. The ad management server  114  can provide advertisements within media content or associated with media content to any of the playback devices  116 - 122  based on one or more media content profiles, one or more advertisement content profiles, media content metrics, advertisement metrics, viewership metrics, type of playback device, or type of playback medium. In some embodiments, one or more of the servers  108 - 114  can be integrated into one another. 
     In one or more embodiments, the ad management server  114  can determine the media profile for media content. The media content and the media profile can be provided to the ad management server  114  by the media content server  110  accessed from the media content database  104 . The media content can be provided to any of the playback devices  116 - 122  by the ad management server  114 . In some embodiments the media profile can comprise a media metric for a portion of the media content. For example, a scene in a movie media content can be fun party in a courtyard of a luxury hotel in New York City. The media metrics for the scene can include laughter, people, outdoor, urban, and luxury. Each metric can be scored on a scale (e.g. 1-100) based on different criteria. For example, one criterion can be the percentage of time in the scene includes laughter, people, an outdoor environment, urban environment, or luxury items. In other embodiments, the ad management server  114  can analyze the media content using image recognition, voice recognition, or text recognition techniques to determine the media profile and the media metrics associated with the media content. 
     In one or more embodiments, the ad management server  114  can detect objects within the media content (using image recognition, voice recognition, text recognition, etc.) associated with advertisements stored in the advertisement database  102  such as a beverage, type of car, etc. In further embodiments, the ad management server  114  can determine a correlation between the detected object and the subject matter of the media content. For example, ad management server  114  can detect a fast car in a movie such as Fast and the Furious. Further, the ad management server  114  can correlate that the detected object (e.g. fast car) is related to the subject matter of the media content (e.g. Fast and Furious) to then obtain ads from the advertisement database  102  via the advertisement server  110  relating to fast cars similar to those found in the media content. 
     In one or more embodiments, the ad management server  114  can determine the price for advertising associated with the media content. In some embodiments, the ad management server  114  can set a price based on the viewership metrics obtained from the viewership metrics database  106  and the viewership metrics server  112 . That is, the more viewership for the media content or previous advertisements associated with the media content indicated by the viewership metrics, the higher the price can be set by the ad management server  114  for current advertising. In other embodiments, the ad management server  114  can determine the price for advertising by notifying multiple advertisers that it is requesting a bid for the advertising. In some embodiments, the notification of multiple advertisers can be based on bidding history. For example, the notification of the multiple advertisers can be the higher previous bidders (above a predetermined bid threshold) correlated to a particular detected object or particular subject matter of the media content. The multiple advertisers can obtain the viewership metrics (e.g. historical viewership, demographic viewership, etc.) for the media content or previous advertisements associated with the media content. Further, the ad management server  114  can receive a bid from each of the multiple advertisers. In addition, the ad management server  114  can select an advertisement from an advertiser based on the highest bid received from the multiple advertisers. In some embodiments, the advertisement is selected during the presentation of the media content and displayed in at the next advertisement placement (e.g. scene change) or presented proximate to the presentation of the media content. In other embodiments, if there is no bid received or no bid that satisfies a predetermined threshold or criteria, a default advertisement can be presented. 
     In one or more embodiments, the ad management server  114  can identify an advertisement profile for each of a multiple advertisements accessed by the advertisement database  102  and provided by the advertisement server  108 . The advertisement profile can comprise one or more ad metrics. In some embodiments, the ad management server  114  can select an advertisement from the advertisement database  102  according to the media profile, advertisement profile associated with the advertisement, (or portions thereof) and the price for the advertising associated with the media content. In further embodiments, the advertisement can be presented with the media content at one of the playback devices  116 - 122 . In some embodiments, the advertisement can be delivered via unicast to a set top box communicatively coupled to a playback device or to the playback device. In additional embodiments, the advertisement can be multicast to a several different playback devices or a set top box. In further embodiments, the ad management server  114  can provide the advertisement to the media content server. In some embodiments, the set top box, ad management server  114  or media content server  110  can insert the advertisement into the media content. In other embodiments, the advertisement can be embedded within the media content, be presented proximate to, or overlaid on top of the media content. In additional embodiments, multiple advertisements can be obtained by the ad management server  114 , media content server  110  or set top box and bidding results can determine which ad is provided with the media content. In further embodiments, the media content can be unicast, broadcast, multicast, with or without the advertisement (if without the advertisement, then the advertisement can be inserted y the ad management server  114 , set top box of playback device  116 - 122 ). 
     In one or more embodiments, the ad management server  114  can analyze the media content using image recognition techniques, voice recognition techniques, or text recognition techniques to identify an item in the media content. The item can be a good or service offered by an advertiser. In some embodiments, the ad management server  114  can select the advertisement for the media content based on the advertisement having a correlation to the item. That is, the ad management server  114  can select an advertisement for the media content for the item itself, a complementary item, or for a competing item. For example, if the media content includes an item associated with a fast food chain restaurant, then an advertisement for the fast food chain restaurant can be selected. In another example, an advertisement for a soda company can be selected because soda can be a complementary item to fast food. In a further example, an advertisement for a competing fast food chain restaurant can be selected. A competing fast food chain restaurant may pay a higher price for advertising associated with the media content to diminish the market for its competitor with the media content viewing audience. 
     In one or more embodiments, the ad management server  114  can detect the type of playback device presenting the advertising and can select the advertisement to be associated with the media content according to the type of playback device. For example, if the ad management server  114  detects that playback device  122 , which is a smartphone, is receiving and presenting the advertisement, the ad management server  114  can select an advertisement that can be viewed easily on a display of the smartphone rather than another advertisement that may be better viewed on a larger display of a television playback device  116  (e.g. less resolution vs. more resolution). 
     In one or more embodiments, the ad management server  114  can detect the type of playback medium in which the advertisement is presented and can select the advertisement to be associated with the media content according to the type of playback medium. For example, if the ad management server  114  detects that playback medium is streaming media content, then the ad management server  114  can select an advertisement that can be embedded within the streaming media content. As another example, if the ad management server  114  detect that the playback medium is broadcasting the media content on a television playback device  116 , then the ad management server  114  can select an advertisement that can be overlaid on or presented proximate to (e.g. as a banner) the broadcast of the media content. 
     In one or more embodiments, the ad management server  114  can access viewership metrics from the viewership metrics database  106  provided by the viewership metrics server  112 . The viewership metrics can indicate the viewership of previous presentations of the media content or related media content (e.g. past episodes) as well as previous advertisements associated with the previous presentations of the media content or the related media content. Viewership metrics can include an amount of people viewing media content or advertisements as well as demographic information of portions of the viewership. The viewership metrics can also include the historical viewership of the previous presentations of the media content and related content as well as the historical viewership of previous advertisements for the previous presentations of the media content or related media content as well as a level of interaction between viewers and previous advertisements. The ad management server  114  can select the advertisement for the media content according to the any one of the viewership metrics including historical viewership of previous presentations of media content, previous advertisements associated with the media content, or level of interaction with previous advertisements. Thus, the ad management server  114  can select the advertisement when a viewership metric satisfies a predetermined threshold (e.g. below a threshold, above a threshold, within a range, etc.). 
     In one or more embodiments, the ad management server  114  can determine the level of interaction of previous advertisements associated with media content. That is, the previous advertisements have an interaction capability such as being selected by a remote control device when the previous advertisement is presented on a television playback device  116  or being selected by a user input device when the previous advertisement is presented on a laptop, tablet, or smartphone playback device  118 - 122 . If a number of the people interacting with one or more previous advertisements satisfies a predetermined threshold (e.g. below a threshold, above a threshold, etc.), then the ad management server  114  can select the same advertisement or an advertisement with a similar advertisement profile/ad metrics. 
     In one or more embodiments, the viewership metrics stored in the viewership metrics database  106  provided by the viewership metrics server  112  or the ad metrics stored in the advertisement database  102  provided by the advertisement server  108  can also include the viewership goals for either the media content or for one or more advertisements. The ad management server  114  can select an advertisement according to the viewership goal of the advertisement and the viewership goal of the media content. For example, if the viewership goal of the media content is to reach an audience of 1 million viewers between age of 21-35 and the viewership goal of ad advertisement is to also reach an audience of 1 million viewers between age of 21-35, then the ad management server  114  can select the advertisement to be associated with the media content. In some embodiments, the viewership goal of the advertisement can be larger than the viewership goal of one particular media content. In such embodiments, the advertisement may be presented in association with two or more media content to achieve the advertisement viewership goal (the total viewership goal of the two or more media content is equal to or more than the viewership goal of the advertisement). 
     In one or more embodiments, the ad management server  114  can implement a machine learning algorithm to select advertisements according to various parameters described herein including, but not limited to, a media profile, media metrics, advertisement profile, ad metrics, price, bids, type of playback device, type of playback medium, viewership metrics, and level of previous ad interaction. In some embodiments, the machine learning algorithm is trained on a training data. Thereafter, the machine learning algorithm selects advertisements according to the parameters and the training data. Further, the machine learning algorithm updates its selection criteria based on the level of interaction or viewing of the selected advertisements. For example, if one selected advertisement for media content has a high level of interaction, then the ad management server  114  can select another advertisement for a future presentation of the media content with a similar advertisement profile. The machine learning algorithm is updated to indicate that the advertisement profile associated with the high level of interaction. However, if one selected advertisement for media content has a low level of interaction, then the ad management server  114  can select another advertisement for a future presentation of the media content with a different advertisement profile. The machine learning algorithm is updated to indicate that the advertisement profile associated with the low level of interaction. As another example, if one selected advertisement for media content has a high level of viewership, then the ad management server  114  can select another advertisement for a future presentation of the media content with a similar advertisement profile. The machine learning algorithm is updated to indicate that the advertisement profile associated with the high level of viewership. However, if one selected advertisement for media content has a low level of viewership, then the ad management server  114  can select another advertisement for a future presentation of the media content with a different advertisement profile. The machine learning algorithm is updated to indicate that the advertisement profile associated with the low level of viewership. In some embodiments, machine learning incorporates what is considered “good” advertisement selection that can include taking into account implicit feedback, explicit feedback, and collaborative filtering. Implicit feedback can include taking into account advertiser&#39;s bidding history and past selection of media content to be associated with an advertisement. Explicit feedback can include post advertisement survey results from advertisers of the effect of the advertisement (clicks of the advertisement, purchase of product or service after advertisement is presented, increasing market share, company profit increase, market reputation, or any other related changes after advertisement is presented, etc.) Collaborative filtering can include taking into account competitor&#39;s or same industry company&#39;s choice of media content for their advertisements. 
     In one or more embodiments, the ad management server  114  can access the metadata of the media content from the media content database  104  provided by the media content server  110 . The ad management server  114  can analyze the metadata to determine its own media profile and select advertisement according to the media profile. In some embodiments, the ad management server  114  can obtain the advertisement profile of an advertisement from the advertisement database  102  and provided by the advertisement server  108 . In such embodiments, the ad management server can select the advertisement based on the media profile and the advertisement profile being similar or complementary. 
     In one or more embodiments, the ad management server  114  can analyze the media content using image recognition techniques to recognize visual content as well as voice recognition techniques to recognize audio content. Thus, by recognizing the visual content and the audio content, the ad management server  114  can generate a media profile accordingly. Further, the ad management server  114  can select an advertisement accordingly to the media profile or according to whether the media content is similar or complementary to an advertisement profile associated with the advertisement. 
     In one or more embodiments, the ad management server  114  analyzes the media content to determine a structure of the media content. Further, the ad management server  114  can place an advertisement within the media content according to the structure of the media content. In some embodiments, determining the structure of the media content can include determining an end of a fast-paced scene (e.g. car chase) and a beginning of a slow-paced scene (e.g. a dialogue-filled walk in the park). The ad management server  114  can place an advertisement between such a fast-paced scene and the slow-paced scene. 
     In one or more embodiments, the ad management server  114  can receive a request from an advertiser to place an advertisement in a particular space associated with the presentation of the media content or within a particular time within the media content. In some embodiments, the advertiser may request place an advertisement on a display during the presentation of the media content below, above, overlaid on top of, or proximate to the presentation of the media content. In other embodiments, the advertiser may request to place the advertisement within a certain time period, or after certain visual content or audio content, within the media content. In further embodiments, the ad management server  114  can place the advertisement according to the request from the advertiser. In additional embodiments, the ad management server  114  can determine the price for the advertisement according to the placement of the advertisement. 
       FIGS. 2A-2B  depicts illustrative embodiments of a system for selecting advertisement based on media profiles and advertisement profiles. Referring to  FIG. 2A , in one or more embodiment, an ad profile  202  for an advertisement can be obtained by an ad management server  114  from an advertisement database  102  via an advertisement server  108 . The ad profile  202  can include several ad metrics such as the amount of laughter  201  and people  203  in the advertisement. Further, an ad metric can be whether the advertisement is in an outdoor  205  environment. In addition, another ad metric can be whether the advertisement contains a car  207 . 
     In one or more embodiments, a media profile  204  for a particular media content can be obtained by an ad management server  114  from a media content database  104  via a media content server  110 . The media profile  204  can include several media metrics that can be the same metrics as the ad metrics such as the amount of laughter  209  and people  211  in the advertisement. Further, a media metric can be whether the advertisement is in an outdoor  213  environment. In addition, another media metric can be whether the advertisement contains a car  215 . In other embodiments, the media metrics can include similar or complementary metrics to the ad metrics. 
     In one or more embodiments, the ad metrics  201 - 207  and the media metrics  209 - 215  can be scored on a scale of 0-100. The score for each metric can be based on different criteria such as the percentage of time piece of content is within an advertisement or media content. For example, a 30 second advertisement may be particularly funny such that there is laughter 80% of the time. Continuing with the example, the media content can be a two minute scene in which laughter is present for 80% of the time. 
     In one or more embodiments, the ad management server  114  can select the advertisement according to the ad profile  202  and/or the media profile  204 . For example, if three of the four metrics are within 20 points of each other, the ad management server  114  may select the advertisement associated with the ad profile  202  to be presented with the media content associated with the media profile  204 . 
     In one or more embodiments, the ad management server  114  can obtain ad viewership goals from the viewership metrics database  106  via the viewership metrics server  112 . The ad viewership goals can include viewership metrics for certain demographics such as males 18-25 years of age 217, females 18-25 years of age 219, males over 25 years of age 221, and females over 25 years of age 223. Viewership metrics can be scored from a scale of 0-100 based on criteria. For example, the score can be the percentage of the demographic in a particular market. 
     In one or more embodiments, the ad management server  114  can select an advertisement to be presented with a particular media content according to the ad viewership goals  206  and/or historical viewership of the previous presentations media content, related media content (e.g. past episodes), or previous advertisements. For example, if a previous presentation of the media content had historical viewership that was within 20 points of the viewership goal for three out of four viewership metrics of the ad viewership goals, then the ad management server  114  may select the advertisement associated with the ad viewership goals  206  to be presented with the media content. 
     Referring to  FIG. 2B , in one or more embodiments, the ad management server  114  can implement a pricing mechanism  254  that may include requesting bids from multiple advertisers for placing an advertisement for particular media content. Such request for bids can be sent to an advertisement server  108 . In further embodiments, the ad management server  114  receives a bid  252  from some or all of the advertisers for placing an advertisement with the media content. The ad management server  114  can select an advertisement associated with the highest bid. 
     In one or more embodiments, the ad management server  114  detects a type of playback device  258  for each of multiple playback devices  260 . In some embodiments, the ad management server selects an advertisement according to the type of playback device. For example, an advertisement with visual effects may be better to be presented on a playback device with a bigger display such as a television. In another example, advertisement with a large amount of dialogue is better to be presented on a playback device with a smaller display such as a smartphone. The ad management server  114  can select the highest bid among a subset of bids for a type of advertisement that may be best suited for a particular playback device. For example, the ad management server  114  may select the advertisement with the highest bid among advertisements with visual effects to be presented on a television with a particular media content. Continuing with the example, the ad management server  114  may select advertisement with the highest bid among advertisements with a large amount of dialogue to be presented on a smartphone with the same particular media content. 
     In one or more embodiments, the ad management server  114  detects a type of playback medium  256  for each of multiple playback devices  260 . In some embodiments, the ad management server selects an advertisement according to the type of playback medium. For example, a banner advertisement that can be overlaid on or presented proximate to media content may be better to be presented on a broadcast playback medium. In another example, scene advertisement (an ad that acts out a scene) is better to be embedded in a streaming playback medium. The ad management server  114  can select the highest bid among a subset of bids for a type of advertisement that may be best suited for a particular playback medium. For example, the ad management server  114  may select the advertisement with the highest bid among banner advertisements to be presented with a particular media content in a broadcast playback medium. Continuing with the example, the ad management server  114  may select advertisement with the highest bid among scene advertisements to be embedded in the same particular media content in a streaming playback medium. 
       FIG. 3  depicts an illustrative embodiment of a method  300  used in portions of the system described in  FIGS. 1 and 2A-2B . In one or more embodiments, the method  300  can be implemented by an ad management server. The method  300  can include the ad management server, at  302 , determining a media profile for media content. The media profile can comprise a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further, the method  300  can include the ad management server, at  304 , determining a price for advertising associated with the media content. In addition, the method  300  can include the ad management server, at  306 , identifying an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile can comprise an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, the method  300  can the ad management server, at  308 , include selecting an advertisement associated with an advertisement profile from the plurality of advertisements according to the media profile, the advertisement profile, and the price for the advertising associated with the media content. Further, the method  300  can include the ad management server, at  309 , providing the advertisement to be presented with the media content at a playback device. 
     In one or more embodiments, the method  300  can include the ad management server, at  310 , notifying a plurality of advertisers requesting a bid for the advertising. Further, the method  300  can include the ad management server, at  312 , receiving the bid from each of the plurality of advertisers resulting in a plurality of bids. In some embodiments, selecting the advertisement comprises selecting the advertisement according to a first bid associated with the advertisement, wherein the first bid is highest among the plurality of bids. 
     In one or more embodiments, the method  300  can include the ad management server, at  314 , identifying or determining an item presented in the media content. Further, the method  300  can include the ad management server, a  316 , determining a correlation with the item. In some embodiments, a correlation the determined item in the media content itself or can a competing to the item determined within the media content. In addition, the method can include the ad management server, at  318 , determining an advertisement for the item. In further embodiments, selecting of the advertisement can be based on the correlation to the item. 
     In one or more embodiments, the method  300  can include the ad management server, at  320 , detecting a type of playback device for the advertisement. In some embodiments, selecting of the advertisement can comprise selecting the advertisement according to the type of playback device. In further embodiments, selecting the advertisement according to a type of playback device can be in response to detecting the type of playback device for the first advertisement. In additional embodiments, the method  300  can include the ad management server, at  322 , detecting a type of playback medium for the media content. In some embodiments, selecting the advertisement comprises selecting the advertisement according to the type of playback medium for the media content. 
     In one or more embodiments, the method  300  can include the ad management server, at  324 , determining historical viewership of previous advertisements associated with the media content or related media content. In some embodiments, the selecting of the advertisement comprises selecting the advertisement according to historical viewership of previous advertisements associated with the media content or related media content. In further embodiments, the method  300  can include the ad management server, at  326 , determining historical viewership of the media content or related media content. In other embodiments, the selecting of the advertisement comprises selecting the advertisement according to historical viewership of the media content or related media content. In additional embodiments, the method  300  can include the ad management server, at  328 , determining a level of interaction of previous advertisements associated with the media content or related media content. In some embodiments, selecting of the advertisement comprises selecting the first advertisement according to the level of interaction of the previous advertisements. 
     While for purposes of simplicity of explanation, the respective processes are shown and described as a series of blocks in  FIG. 3 , it is to be understood and appreciated that the claimed subject matter is not limited by the order of the blocks, as some blocks may occur in different orders and/or concurrently with other blocks from what is depicted and described herein. Moreover, not all illustrated blocks may be required to implement the methods described herein. Further, portions of or entire embodiments can be combined with portions of or entire other embodiments. 
       FIG. 4  depicts an illustrative embodiment of a communication system  400  for providing various communication services, such as delivering media content. The communication system  400  can represent an interactive media network, such as an interactive television system (e.g., an Internet Protocol Television (IPTV) media system). Communication system  400  can be overlaid or operably coupled with systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2A-2B  as another representative embodiment of communication system  400 . For instance, one or more devices illustrated in the communication system  400  of  FIG. 4  can be ad management server  430 . Embodiment can include determining a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further embodiments can include determining a price for advertising associated with the media content. Additional embodiments can include identifying an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, embodiments can include detecting a type of playback device for the advertising associated with the media content. Further embodiments can include selecting a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, the price for the advertising associated with the media content, and the type of playback device. Additional embodiments can include providing the first advertisement to be presented with the media content at the playback device. 
     In one or more embodiments, the communication system  400  can include a super head-end office (SHO)  410  with at least one super headend office server (SHS) 411 which receives media content from satellite and/or terrestrial communication systems. In the present context, media content can represent, for example, audio content, moving image content such as 2D or 3D videos, video games, virtual reality content, still image content, and combinations thereof. The SHS server  411  can forward packets associated with the media content to one or more video head-end servers (VHS)  414  via a network of video head-end offices (VHO)  412  according to a multicast communication protocol. The VHS  414  can distribute multimedia broadcast content via an access network  418  to commercial and/or residential buildings  402  housing a gateway  404  (such as a residential or commercial gateway). 
     The access network  418  can represent a group of digital subscriber line access multiplexers (DSLAMs) located in a central office or a service area interface that provide broadband services over fiber optical links or copper twisted pairs  419  to buildings  402 . The gateway  404  can use communication technology to distribute broadcast signals to media processors  406  such as Set-Top Boxes (STBs) which in turn present broadcast channels to media devices  408  such as computers or television sets managed in some instances by a media controller  407  (such as an infrared or RF remote controller). 
     The gateway  404 , the media processors  406 , and media devices  408  can utilize tethered communication technologies (such as coaxial, powerline or phone line wiring) or can operate over a wireless access protocol such as Wireless Fidelity (WiFi), Bluetooth®, Zigbee®, or other present or next generation local or personal area wireless network technologies. By way of these interfaces, unicast communications can also be invoked between the media processors  406  and subsystems of the IPTV media system for services such as video-on-demand (VoD), browsing an electronic programming guide (EPG), or other infrastructure services. 
     A satellite broadcast television system  429  can be used in the media system of  FIG. 4 . The satellite broadcast television system can be overlaid, operably coupled with, or replace the IPTV system as another representative embodiment of communication system  400 . In this embodiment, signals transmitted by a satellite  415  that include media content can be received by a satellite dish receiver  431  coupled to the building  402 . Modulated signals received by the satellite dish receiver  431  can be transferred to the media processors  406  for demodulating, decoding, encoding, and/or distributing broadcast channels to the media devices  408 . The media processors  406  can be equipped with a broadband port to an Internet Service Provider (ISP) network  432  to enable interactive services such as VoD and EPG as described above. 
     In yet another embodiment, an analog or digital cable broadcast distribution system such as cable TV system  433  can be overlaid, operably coupled with, or replace the IPTV system and/or the satellite TV system as another representative embodiment of communication system  400 . In this embodiment, the cable TV system  433  can also provide Internet, telephony, and interactive media services. System  400  enables various types of interactive television and/or services including IPTV, cable and/or satellite. 
     The subject disclosure can apply to other present or next generation over-the-air and/or landline media content services system. 
     Some of the network elements of the IPTV media system can be coupled to one or more computing devices  430 , a portion of which can operate as a web server for providing web portal services over the ISP network  432  to wireline media devices  408  or wireless communication devices  416 . 
     Communication system  400  can also provide for all or a portion of the computing devices  430  to function as ad management server (herein referred to as ad management server  430 ). The ad management server  430  can use computing and communication technology to perform function  462 , which can include among other things, the techniques described by method  300  of  FIG. 3 . For instance, function  462  of ad management server  430  can be similar to the functions described for ad management server  114  of  FIG. 1  in accordance with method  300  of  FIG. 3 . The media processors  406  and wireless communication devices  416  can be provisioned with software functions  464  and  466 , respectively, to utilize the services of ad management server  430 . For instance, functions  464  and  466  of media processors  406  and wireless communication devices  416  can be similar to the functions described for the communication devices  116 - 122  of  FIG. 1  in accordance with method  300  of  FIG. 3 . 
     Multiple forms of media services can be offered to media devices over landline technologies such as those described above. Additionally, media services can be offered to media devices by way of a wireless access base station  417  operating according to common wireless access protocols such as Global System for Mobile or GSM, Code Division Multiple Access or CDMA, Time Division Multiple Access or TDMA, Universal Mobile Telecommunications or UMTS, World interoperability for Microwave or WiMAX, Software Defined Radio or SDR, Long Term Evolution or LTE, and so on. Other present and next generation wide area wireless access network technologies can be used in one or more embodiments of the subject disclosure. 
       FIG. 5  depicts an illustrative embodiment of a communication system  500  employing an IP Multimedia Subsystem (IMS) network architecture to facilitate the combined services of circuit-switched and packet-switched systems. Communication system  500  can be overlaid or operably coupled with system  100 ,  200 ,  250  of  FIGS. 1 and/or 2  and communication system  400  as another representative embodiment of communication system  400 . 
     Embodiments can include determining a media profile for media content. The media profile comprises a media metric for each of a plurality of portions of the media content resulting in a plurality of media metrics. Further embodiments can include determining a price for advertising associated with the media content. Additional embodiments can include identifying an advertisement profile for each of a plurality of advertisements resulting in a plurality of advertisement profiles. The advertisement profile comprises an ad metric for each of a plurality of portions of an advertisement resulting in a plurality of ad metrics. Also, the embodiments can include selecting a first advertisement associated with a first advertisement profile from the plurality of advertisements according to the media profile, the first advertisement profile, and the price for the advertising associated with the media content. Further embodiments can include providing the first advertisement to be presented with the media content at a playback device. 
     Communication system  500  can comprise a Home Subscriber Server (HSS)  540 , a tElephone NUmber Mapping (ENUM) server  530 , and other network elements of an IMS network  550 . The IMS network  550  can establish communications between IMS-compliant communication devices (CDs)  501 ,  502 , Public Switched Telephone Network (PSTN) CDs  503 ,  505 , and combinations thereof by way of a Media Gateway Control Function (MGCF)  520  coupled to a PSTN network  560 . The MGCF  520  need not be used when a communication session involves IMS CD to IMS CD communications. A communication session involving at least one PSTN CD may utilize the MGCF  520 . 
     IMS CDs  501 ,  502  can register with the IMS network  550  by contacting a Proxy Call Session Control Function (P-CSCF) which communicates with an interrogating CSCF (I-CSCF), which in turn, communicates with a Serving CSCF (S-CSCF) to register the CDs with the HSS  540 . To initiate a communication session between CDs, an originating IMS CD  501  can submit a Session Initiation Protocol (SIP INVITE) message to an originating P-CSCF  504  which communicates with a corresponding originating S-CSCF  506 . The originating S-CSCF  506  can submit the SIP INVITE message to one or more application servers (ASs)  517  that can provide a variety of services to IMS subscribers. 
     For example, the application servers  517  can be used to perform originating call feature treatment functions on the calling party number received by the originating S-CSCF  506  in the SIP INVITE message. Originating treatment functions can include determining whether the calling party number has international calling services, call ID blocking, calling name blocking, 7-digit dialing, and/or is requesting special telephony features (e.g., *72 forward calls, *73 cancel call forwarding, *67 for caller ID blocking, and so on). Based on initial filter criteria (iFCs) in a subscriber profile associated with a CD, one or more application servers may be invoked to provide various call originating feature services. 
     Additionally, the originating S-CSCF  506  can submit queries to the ENUM system  530  to translate an E.164 telephone number in the SIP INVITE message to a SIP Uniform Resource Identifier (URI) if the terminating communication device is IMS-compliant. The SIP URI can be used by an Interrogating CSCF (I-CSCF)  507  to submit a query to the HSS  540  to identify a terminating S-CSCF  514  associated with a terminating IMS CD such as reference  502 . Once identified, the I-CSCF  507  can submit the SIP INVITE message to the terminating S-CSCF  514 . The terminating S-CSCF  514  can then identify a terminating P-CSCF  516  associated with the terminating CD  502 . The P-CSCF  516  may then signal the CD  502  to establish Voice over Internet Protocol (VoIP) communication services, thereby enabling the calling and called parties to engage in voice and/or data communications. Based on the iFCs in the subscriber profile, one or more application servers may be invoked to provide various call terminating feature services, such as call forwarding, do not disturb, music tones, simultaneous ringing, sequential ringing, etc. 
     In some instances the aforementioned communication process is symmetrical. Accordingly, the terms “originating” and “terminating” in  FIG. 5  may be interchangeable. It is further noted that communication system  500  can be adapted to support video conferencing. In addition, communication system  500  can be adapted to provide the IMS CDs  501 ,  502  with the multimedia and Internet services of communication system  400  of  FIG. 4 . 
     If the terminating communication device is instead a PSTN CD such as CD  503  or CD  505  (in instances where the cellular phone only supports circuit-switched voice communications), the ENUM system  530  can respond with an unsuccessful address resolution which can cause the originating S-CSCF  506  to forward the call to the MGCF  520  via a Breakout Gateway Control Function (BGCF)  519 . The MGCF  520  can then initiate the call to the terminating PSTN CD over the PSTN network  560  to enable the calling and called parties to engage in voice and/or data communications. 
     It is further appreciated that the CDs of  FIG. 5  can operate as wireline or wireless devices. For example, the CDs of  FIG. 5  can be communicatively coupled to a cellular base station  521 , a femtocell, a WiFi router, a Digital Enhanced Cordless Telecommunications (DECT) base unit, or another suitable wireless access unit to establish communications with the IMS network  550  of  FIG. 5 . The cellular access base station  521  can operate according to common wireless access protocols such as GSM, CDMA, TDMA, UMTS, WiMax, SDR, LTE, and so on. Other present and next generation wireless network technologies can be used by one or more embodiments of the subject disclosure. Accordingly, multiple wireline and wireless communication technologies can be used by the CDs of  FIG. 5 . 
     Cellular phones supporting LTE can support packet-switched voice and packet-switched data communications and thus may operate as IMS-compliant mobile devices. In this embodiment, the cellular base station  521  may communicate directly with the IMS network  550  as shown by the arrow connecting the cellular base station  521  and the P-CSCF  516 . 
     Alternative forms of a CSCF can operate in a device, system, component, or other form of centralized or distributed hardware and/or software. Indeed, a respective CSCF may be embodied as a respective CSCF system having one or more computers or servers, either centralized or distributed, where each computer or server may be configured to perform or provide, in whole or in part, any method, step, or functionality described herein in accordance with a respective CSCF. Likewise, other functions, servers and computers described herein, including but not limited to, the HSS, the ENUM server, the BGCF, and the MGCF, can be embodied in a respective system having one or more computers or servers, either centralized or distributed, where each computer or server may be configured to perform or provide, in whole or in part, any method, step, or functionality described herein in accordance with a respective function, server, or computer. 
     The ad management server  430  of  FIG. 4  can be operably coupled to communication system  500  for purposes similar to those described above. Ad management server  430  can perform function  462  and thereby provide advertisement management services to the CDs  501 ,  502 ,  503  and  505  of  FIG. 5  similar to the functions described for ad management server  114  of  FIG. 1  in accordance with method  300  of  FIG. 3 . CDs  501 ,  502 ,  503  and  505 , which can be adapted with software to perform function  572  to utilize the services of the ad management server  430  similar to the functions described for communication devices  116 - 122  of  FIG. 1  in accordance with method  300  of  FIG. 3 . Ad management server  430  can be an integral part of the application server(s)  517  performing function  574 , which can be substantially similar to function  462  and adapted to the operations of the IMS network  550 . 
     For illustration purposes only, the terms S-CSCF, P-CSCF, I-CSCF, and so on, can be server devices, but may be referred to in the subject disclosure without the word “server.” It is also understood that any form of a CSCF server can operate in a device, system, component, or other form of centralized or distributed hardware and software. It is further noted that these terms and other terms such as DIAMETER commands are terms can include features, methodologies, and/or fields that may be described in whole or in part by standards bodies such as 3 rd  Generation Partnership Project (3GPP). It is further noted that some or all embodiments of the subject disclosure may in whole or in part modify, supplement, or otherwise supersede final or proposed standards published and promulgated by 3GPP. 
       FIG. 6  depicts an illustrative embodiment of a web portal  602  of a communication system  600 . Communication system  600  can be overlaid or operably coupled with systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2 , communication system  400 , and/or communication system  500  as another representative embodiment of systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2A-2B , communication system  400 , and/or communication system  500 . The web portal  602  can be used for managing services of systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2A-2B  and communication systems  400 - 500 . A web page of the web portal  602  can be accessed by a Uniform Resource Locator (URL) with an Internet browser using an Internet-capable communication device such as those described in  FIGS. 1 and/or 2A-2B  and  FIGS. 4-5 . The web portal  602  can be configured, for example, to access a media processor  406  and services managed thereby such as a Digital Video Recorder (DVR), a Video on Demand (VoD) catalog, an Electronic Programming Guide (EPG), or a personal catalog (such as personal videos, pictures, audio recordings, etc.) stored at the media processor  406 . The web portal  602  can also be used for provisioning IMS services described earlier, provisioning Internet services, provisioning cellular phone services, and so on. 
     The web portal  602  can further be utilized to manage and provision software applications  462 - 466 , and  572 - 574  to adapt these applications as may be desired by subscribers and/or service providers of systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2A-2B , and communication systems  400 - 500 . For instance, users of the services provided by server  114  or server  430  can log into their on-line accounts and provision the servers  110  or server  430  with training data such that can utilize machine learning to select advertisements for media content as described herein. Service providers can log onto an administrator account to provision, monitor and/or maintain the systems  100 ,  200 ,  250  of  FIGS. 1 and/or 2A-2B  or server  430 . 
       FIG. 7  depicts an illustrative embodiment of a communication device  700 . Communication device  700  can serve in whole or in part as an illustrative embodiment of the devices depicted in  FIGS. 1 and/or 2A-2B , and  FIGS. 4-5  and can be configured to perform portions of method  300  of  FIG. 3 . 
     Communication device  700  can comprise a wireline and/or wireless transceiver  702  (herein transceiver  702 ), a user interface (UI)  704 , a power supply  714 , a location receiver  716 , a motion sensor  718 , an orientation sensor  720 , and a controller  706  for managing operations thereof. The transceiver  702  can support short-range or long-range wireless access technologies such as Bluetooth®, ZigBee®, WiFi, DECT, or cellular communication technologies, just to mention a few (Bluetooth® and ZigBee® are trademarks registered by the Bluetooth® Special Interest Group and the ZigBee® Alliance, respectively). Cellular technologies can include, for example, CDMA- 1 X, UMTS/HSDPA, GSM/GPRS, TDMA/EDGE, EV/DO, WiMAX, SDR, LTE, as well as other next generation wireless communication technologies as they arise. The transceiver  702  can also be adapted to support circuit-switched wireline access technologies (such as PSTN), packet-switched wireline access technologies (such as TCP/IP, VoIP, etc.), and combinations thereof. 
     The UI  704  can include a depressible or touch-sensitive keypad  708  with a navigation mechanism such as a roller ball, a joystick, a mouse, or a navigation disk for manipulating operations of the communication device  700 . The keypad  708  can be an integral part of a housing assembly of the communication device  700  or an independent device operably coupled thereto by a tethered wireline interface (such as a USB cable) or a wireless interface supporting for example Bluetooth®. The keypad  708  can represent a numeric keypad commonly used by phones, and/or a QWERTY keypad with alphanumeric keys. The UI  704  can further include a display  710  such as monochrome or color LCD (Liquid Crystal Display), OLED (Organic Light Emitting Diode) or other suitable display technology for conveying images to an end user of the communication device  700 . In an embodiment where the display  710  is touch-sensitive, a portion or all of the keypad  708  can be presented by way of the display  710  with navigation features. 
     The display  710  can use touch screen technology to also serve as a user interface for detecting user input. As a touch screen display, the communication device  700  can be adapted to present a user interface with graphical user interface (GUI) elements that can be selected by a user with a touch of a finger. The touch screen display  710  can be equipped with capacitive, resistive or other forms of sensing technology to detect how much surface area of a user&#39;s finger has been placed on a portion of the touch screen display. This sensing information can be used to control the manipulation of the GUI elements or other functions of the user interface. The display  710  can be an integral part of the housing assembly of the communication device  700  or an independent device communicatively coupled thereto by a tethered wireline interface (such as a cable) or a wireless interface. 
     The UI  704  can also include an audio system  712  that utilizes audio technology for conveying low volume audio (such as audio heard in proximity of a human ear) and high volume audio (such as speakerphone for hands free operation). The audio system  712  can further include a microphone for receiving audible signals of an end user. The audio system  712  can also be used for voice recognition applications. The UI  704  can further include an image sensor  713  such as a charged coupled device (CCD) camera for capturing still or moving images. 
     The power supply  714  can utilize common power management technologies such as replaceable and rechargeable batteries, supply regulation technologies, and/or charging system technologies for supplying energy to the components of the communication device  700  to facilitate long-range or short-range portable applications. Alternatively, or in combination, the charging system can utilize external power sources such as DC power supplied over a physical interface such as a USB port or other suitable tethering technologies. 
     The location receiver  716  can utilize location technology such as a global positioning system (GPS) receiver capable of assisted GPS for identifying a location of the communication device  700  based on signals generated by a constellation of GPS satellites, which can be used for facilitating location services such as navigation. The motion sensor  718  can utilize motion sensing technology such as an accelerometer, a gyroscope, or other suitable motion sensing technology to detect motion of the communication device  700  in three-dimensional space. The orientation sensor  720  can utilize orientation sensing technology such as a magnetometer to detect the orientation of the communication device  700  (north, south, west, and east, as well as combined orientations in degrees, minutes, or other suitable orientation metrics). 
     The communication device  700  can use the transceiver  702  to also determine a proximity to a cellular, WiFi, Bluetooth®, or other wireless access points by sensing techniques such as utilizing a received signal strength indicator (RSSI) and/or signal time of arrival (TOA) or time of flight (TOF) measurements. The controller  706  can utilize computing technologies such as a microprocessor, a digital signal processor (DSP), programmable gate arrays, application specific integrated circuits, and/or a video processor with associated storage memory such as Flash, ROM, RAM, SRAM, DRAM or other storage technologies for executing computer instructions, controlling, and processing data supplied by the aforementioned components of the communication device  700 . 
     Other components not shown in  FIG. 7  can be used in one or more embodiments of the subject disclosure. For instance, the communication device  700  can include a reset button (not shown). The reset button can be used to reset the controller  706  of the communication device  700 . In yet another embodiment, the communication device  700  can also include a factory default setting button positioned, for example, below a small hole in a housing assembly of the communication device  700  to force the communication device  700  to re-establish factory settings. In this embodiment, a user can use a protruding object such as a pen or paper clip tip to reach into the hole and depress the default setting button. The communication device  700  can also include a slot for adding or removing an identity module such as a Subscriber Identity Module (SIM) card. SIM cards can be used for identifying subscriber services, executing programs, storing subscriber data, and so forth. 
     The communication device  700  as described herein can operate with more or less of the circuit components shown in  FIG. 7 . These variant embodiments can be used in one or more embodiments of the subject disclosure. 
     The communication device  700  can be adapted to perform the functions of devices of  FIGS. 1 and/or 2A-2B , the media processor  406 , the media devices  408 , or the portable communication devices  416  of  FIG. 4 , as well as the IMS CDs  501 - 502  and PSTN CDs  503 - 505  of  FIG. 5 . It will be appreciated that the communication device  700  can also represent other devices that can operate in systems of  FIGS. 1 and/or 2A-2B , communication systems  400 - 500  of  FIGS. 4-5  such as a gaming console and a media player. In addition, the controller  706  can be adapted in various embodiments to perform the functions  462 - 466  and  572 - 574 , respectively. 
     Upon reviewing the aforementioned embodiments, it would be evident to an artisan with ordinary skill in the art that said embodiments can be modified, reduced, or enhanced without departing from the scope of the claims described below. Other embodiments can be used in the subject disclosure. 
     It should be understood that devices described in the exemplary embodiments can be in communication with each other via various wireless and/or wired methodologies. The methodologies can be links that are described as coupled, connected and so forth, which can include unidirectional and/or bidirectional communication over wireless paths and/or wired paths that utilize one or more of various protocols or methodologies, where the coupling and/or connection can be direct (e.g., no intervening processing device) and/or indirect (e.g., an intermediary processing device such as a router). 
       FIG. 8  depicts an exemplary diagrammatic representation of a machine in the form of a computer system  800  within which a set of instructions, when executed, may cause the machine to perform any one or more of the methods described above. One or more instances of the machine can operate, for example, as the ad management server  430 , the media processor  406 , databases  102 - 106 , servers  108 - 114 , and playback devices  116 - 122  and other devices of  FIGS. 1-7 . In some embodiments, the machine may be connected (e.g., using a network  826 ) to other machines. In a networked deployment, the machine may operate in the capacity of a server or a client user machine in a server-client user network environment, or as a peer machine in a peer-to-peer (or distributed) network environment. 
     The machine may comprise a server computer, a client user computer, a personal computer (PC), a tablet, a smart phone, a laptop computer, a desktop computer, a control system, a network router, switch or bridge, or any machine capable of executing a set of instructions (sequential or otherwise) that specify actions to be taken by that machine. It will be understood that a communication device of the subject disclosure includes broadly any electronic device that provides voice, video or data communication. Further, while a single machine is illustrated, the term “machine” shall also be taken to include any collection of machines that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methods discussed herein. 
     The computer system  800  may include a processor (or controller)  802  (e.g., a central processing unit (CPU)), a graphics processing unit (GPU, or both), a main memory  804  and a static memory  806 , which communicate with each other via a bus  808 . The computer system  800  may further include a display unit  810  (e.g., a liquid crystal display (LCD), a flat panel, or a solid state display). The computer system  800  may include an input device  812  (e.g., a keyboard), a cursor control device  814  (e.g., a mouse), a disk drive unit  816 , a signal generation device  818  (e.g., a speaker or remote control) and a network interface device  820 . In distributed environments, the embodiments described in the subject disclosure can be adapted to utilize multiple display units  810  controlled by two or more computer systems  800 . In this configuration, presentations described by the subject disclosure may in part be shown in a first of the display units  810 , while the remaining portion is presented in a second of the display units  810 . 
     The disk drive unit  816  may include a tangible computer-readable storage medium  822  on which is stored one or more sets of instructions (e.g., software  824 ) embodying any one or more of the methods or functions described herein, including those methods illustrated above. The instructions  824  may also reside, completely or at least partially, within the main memory  804 , the static memory  806 , and/or within the processor  802  during execution thereof by the computer system  800 . The main memory  804  and the processor  802  also may constitute tangible computer-readable storage media. 
     Dedicated hardware implementations including, but not limited to, application specific integrated circuits, programmable logic arrays and other hardware devices can likewise be constructed to implement the methods described herein. Application specific integrated circuits and programmable logic array can use downloadable instructions for executing state machines and/or circuit configurations to implement embodiments of the subject disclosure. Applications that may include the apparatus and systems of various embodiments broadly include a variety of electronic and computer systems. Some embodiments implement functions in two or more specific interconnected hardware modules or devices with related control and data signals communicated between and through the modules, or as portions of an application-specific integrated circuit. Thus, the example system is applicable to software, firmware, and hardware implementations. 
     In accordance with various embodiments of the subject disclosure, the operations or methods described herein are intended for operation as software programs or instructions running on or executed by a computer processor or other computing device, and which may include other forms of instructions manifested as a state machine implemented with logic components in an application specific integrated circuit or field programmable gate array. Furthermore, software implementations (e.g., software programs, instructions, etc.) including, but not limited to, distributed processing or component/object distributed processing, parallel processing, or virtual machine processing can also be constructed to implement the methods described herein. Distributed processing environments can include multiple processors in a single machine, single processors in multiple machines, and/or multiple processors in multiple machines. It is further noted that a computing device such as a processor, a controller, a state machine or other suitable device for executing instructions to perform operations or methods may perform such operations directly or indirectly by way of one or more intermediate devices directed by the computing device. 
     While the tangible computer-readable storage medium  822  is shown in an example embodiment to be a single medium, the term “tangible computer-readable storage medium” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more sets of instructions. The term “tangible computer-readable storage medium” shall also be taken to include any non-transitory medium that is capable of storing or encoding a set of instructions for execution by the machine and that cause the machine to perform any one or more of the methods of the subject disclosure. The term “non-transitory” as in a non-transitory computer-readable storage includes without limitation memories, drives, devices and anything tangible but not a signal per se. 
     The term “tangible computer-readable storage medium” shall accordingly be taken to include, but not be limited to: solid-state memories such as a memory card or other package that houses one or more read-only (non-volatile) memories, random access memories, or other re-writable (volatile) memories, a magneto-optical or optical medium such as a disk or tape, or other tangible media which can be used to store information. Accordingly, the disclosure is considered to include any one or more of a tangible computer-readable storage medium, as listed herein and including art-recognized equivalents and successor media, in which the software implementations herein are stored. 
     Although the present specification describes components and functions implemented in the embodiments with reference to particular standards and protocols, the disclosure is not limited to such standards and protocols. Each of the standards for Internet and other packet switched network transmission (e.g., TCP/IP, UDP/IP, HTML, HTTP) represent examples of the state of the art. Such standards are from time-to-time superseded by faster or more efficient equivalents having essentially the same functions. Wireless standards for device detection (e.g., RFID), short-range communications (e.g., Bluetooth®, WiFi, Zigbee®), and long-range communications (e.g., WiMAX, GSM, CDMA, LTE) can be used by computer system  800 . In one or more embodiments, information regarding use of services can be generated including services being accessed, media consumption history, user preferences, and so forth. This information can be obtained by various methods including user input, detecting types of communications (e.g., video content vs. audio content), analysis of content streams, and so forth. The generating, obtaining and/or monitoring of this information can be responsive to an authorization provided by the user. In one or more embodiments, an analysis of data can be subject to authorization from user(s) associated with the data, such as an opt-in, an opt-out, acknowledgement requirements, notifications, selective authorization based on types of data, and so forth. 
     The illustrations of embodiments described herein are intended to provide a general understanding of the structure of various embodiments, and they are not intended to serve as a complete description of all the elements and features of apparatus and systems that might make use of the structures described herein. Many other embodiments will be apparent to those of skill in the art upon reviewing the above description. The exemplary embodiments can include combinations of features and/or steps from multiple embodiments. Other embodiments may be utilized and derived therefrom, such that structural and logical substitutions and changes may be made without departing from the scope of this disclosure. Figures are also merely representational and may not be drawn to scale. Certain proportions thereof may be exaggerated, while others may be minimized. Accordingly, the specification and drawings are to be regarded in an illustrative rather than a restrictive sense. 
     Although specific embodiments have been illustrated and described herein, it should be appreciated that any arrangement which achieves the same or similar purpose may be substituted for the embodiments described or shown by the subject disclosure. The subject disclosure is intended to cover any and all adaptations or variations of various embodiments. Combinations of the above embodiments, and other embodiments not specifically described herein, can be used in the subject disclosure. For instance, one or more features from one or more embodiments can be combined with one or more features of one or more other embodiments. In one or more embodiments, features that are positively recited can also be negatively recited and excluded from the embodiment with or without replacement by another structural and/or functional feature. The steps or functions described with respect to the embodiments of the subject disclosure can be performed in any order. The steps or functions described with respect to the embodiments of the subject disclosure can be performed alone or in combination with other steps or functions of the subject disclosure, as well as from other embodiments or from other steps that have not been described in the subject disclosure. Further, more than or less than all of the features described with respect to an embodiment can also be utilized. 
     Less than all of the steps or functions described with respect to the exemplary processes or methods can also be performed in one or more of the exemplary embodiments. Further, the use of numerical terms to describe a device, component, step or function, such as first, second, third, and so forth, is not intended to describe an order or function unless expressly stated so. The use of the terms first, second, third and so forth, is generally to distinguish between devices, components, steps or functions unless expressly stated otherwise. Additionally, one or more devices or components described with respect to the exemplary embodiments can facilitate one or more functions, where the facilitating (e.g., facilitating access or facilitating establishing a connection) can include less than every step needed to perform the function or can include all of the steps needed to perform the function. 
     In one or more embodiments, a processor (which can include a controller or circuit) has been described that performs various functions. It should be understood that the processor can be multiple processors, which can include distributed processors or parallel processors in a single machine or multiple machines. The processor can be used in supporting a virtual processing environment. The virtual processing environment may support one or more virtual machines representing computers, servers, or other computing devices. In such virtual machines, components such as microprocessors and storage devices may be virtualized or logically represented. The processor can include a state machine, application specific integrated circuit, and/or programmable gate array including a Field PGA. In one or more embodiments, when a processor executes instructions to perform “operations”, this can include the processor performing the operations directly and/or facilitating, directing, or cooperating with another device or component to perform the operations. 
     The Abstract of the Disclosure is provided with the understanding that it will not be used to interpret or limit the scope or meaning of the claims. In addition, in the foregoing Detailed Description, it can be seen that various features are grouped together in a single embodiment for the purpose of streamlining the disclosure. This method of disclosure is not to be interpreted as reflecting an intention that the claimed embodiments require more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive subject matter lies in less than all features of a single disclosed embodiment. Thus the following claims are hereby incorporated into the Detailed Description, with each claim standing on its own as a separately claimed subject matter.