Patent Publication Number: US-11388481-B2

Title: Media content search results ranked by popularity

Description:
RELATED APPLICATIONS 
     This application is a continuation of and claims priority to U.S. patent application Ser. No. 17/138,588, filed Dec. 30, 2020, which is a continuation and claims priority to U.S. patent application Ser. No. 16/871,510, filed May 11, 2020, now abandoned, which is a continuation and claims priority to Ser. No. 16/839,736, filed Apr. 3, 2020, which is a continuation and claims priority to U.S. patent application Ser. No. 16/509,195, filed Jul. 11, 2019, now U.S. Pat. No. 10,694,256, which is a continuation and claims priority to U.S. patent application Ser. No. 15/923,429, filed Mar. 16, 2018, now U.S. Pat. No. 10,652,621, which is a continuation and claims priority to U.S. patent application Ser. No. 15/377,129, filed Dec. 13, 2016, now U.S. Pat. No. 9,948,991, which is a continuation of and claims priority to U.S. patent application Ser. No. 15/174,655, filed Jun. 6, 2016, now U.S. Pat. No. 9,554,193, which is a continuation of and claims priority to U.S. patent application Ser. No. 15/064,111, filed Mar. 8, 2016, abandoned, which is a continuation of and claims priority to U.S. patent application Ser. No. 13/915,411, filed Jun. 11, 2013, now U.S. Pat. No. 9,326,025, which is a continuation of and claims priority to U.S. patent application Ser. No. 12/846,442, filed Jul. 29, 2010, now U.S. Pat. No. 8,478,750, which is a continuation of and claims priority to U.S. patent application Ser. No. 11/716,236, filed Mar. 9, 2007, now U.S. Pat. No. 7,801,888, the disclosures of which are incorporated herein by reference in their entirety. 
    
    
     BACKGROUND 
     As the variety of television programming and media content sources continues to increase, viewers may want to locate television media content and programming choices that may be of interest to them. In addition to scheduled television program broadcasts, television viewing options also include on-demand choices which enable a viewer to search for and request media content for viewing when convenient rather than at a scheduled broadcast time. 
     A viewer can initiate a search for a list of television programming choices in a program guide (also commonly referred to as an electronic program guide or “EPG”). A search is typically based on text-string matching, and an alphabetical list of programs and/or movies is filtered and returned in response to the search request. Another type of search for television programming choices is a field-based search, such as a search for “new movies” or “sports”. Text-string matching is a fairly limited form of searching, in that a viewer&#39;s results will be limited to a set of programs that happen to have the search string in a particular field, and therefore the search results are dependent on what the metadata creators add to the field descriptions. This leads to the viewer obtaining results that either do not have the desired program or bury the desired program in a long list of results because many programs have the same text-string. In addition, if a viewer misspells a search term, the search system can return unwanted results or even no results at all. 
     Unwanted, too many, or even no search results can lead to viewer dissatisfaction when wanting to locate television programming that may be of interest to the viewer. In addition, a search initiated via a program guide may be cumbersome for a viewer who enters the search term(s) with a remote control device. Further, a slowly delivered search response from a search system of a content provider can increase the frustration of repeated searching for the viewer. 
     SUMMARY 
     This summary is provided to introduce simplified concepts of media content search results ranked by popularity. The simplified concepts arc further described below in the Detailed Description. This summary is not intended to identify essential features of the claimed subject matter, nor is it intended for use in determining the scope of the claimed subject matter. 
     In embodiments, a search request for television media content can be initiated by a viewer, and the television media content that is relevant to the search request can be identified. The relevant television media content can then be ranked based on a popularity rating and the relevant television media content can be displayed in an ordered list that is ordered by popularity rankings. 
     In other embodiments, a television client device can receive a search request for television media content, and a search module can identify the television media content that is relevant to the search request. A tracking module can track one or more searches for the television media content, information requests, programming choices, recordings, and/or new television media content to develop a popularity rating. The tracking module can then rank the relevant television media content based on the popularity rating to determine popular media content. A list of the popular media content can be displayed to include likely viewer choices. The tracking module can be implemented as a component of the television client device, as a component of a content provider that provides the television media content to the television client device, or as a component of both. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
       Embodiments of media content search results ranked by popularity arc described with reference to the following drawings. The same numbers arc used throughout the drawings to reference like features and components: 
         FIG. 1  illustrates an example system in which embodiments of media content search results ranked by popularity can be implemented. 
         FIG. 2  illustrates another example system in which embodiments of media content search results ranked by popularity can be implemented. 
         FIG. 3  illustrates an example tracking module having popularity metadata from which a list of popular media content can be generated in embodiments of media content search results ranked by popularity. 
         FIG. 4  illustrates an example user interface that displays an ordered list of search results for television media content that are ordered by popularity rankings in embodiments of media content search results ranked by popularity. 
         FIG. 5  illustrates example method(s) for media content search results ranked by popularity in accordance with one or more embodiments. 
         FIG. 6  illustrates various components of an example client device which can implement embodiments of media content search results ranked by popularity. 
         FIG. 7  illustrates various devices and components in an example entertainment and information system in which embodiments of media content search results ranked by popularity can be implemented. 
     
    
    
     DETAILED DESCRIPTION 
     One or more embodiments of media content search results ranked by popularity enables a viewer to enter search term(s) to initiate a search request for television media content, and to receive a list of media content whose identification and ordering is informed by a popularity measure, such as a popularity rating. The list of media content can be organized based on the popularity of the television media content as determined from tracked television media content. The television media content, such as programs, movies, music, on-demand media content, network-based applications, and the like, can be tracked to identify and rank the media content that a viewer or viewers would likely search and request for viewing. The popularity of the tracked media content can be estimated to provide a viewer with likely programming choices for viewing, rather than simply returning an alphabetical list of television viewing selections when a viewer initiates a search request. 
     While features and concepts of the described systems and methods for media content search results ranked by popularity can be implemented in any number of different environments, computing systems, entertainment systems, and/or other various configurations, embodiments of media content search results ranked by popularity arc described in the context of the following example systems and environments. 
       FIG. 1  illustrates an example system  100  in which various embodiments of media content search results ranked by popularity can be implemented. In this example, system  100  includes a television client device  102 , a display device  104 , content provider(s)  106 , and input devices  108 , such as a remote control device and/or a computer keyboard. The display device  104  can be implemented as any type of television, LCD, or similar television-based display system that renders audio, video, and/or image data. The client device  102  and display device  104  together arc just one example of a television client system, examples of which are described with reference to the example entertainment and information system shown in  FIG. 7 . 
     Client device  102  can be implemented as any one or combination of a television set-top box, a digital video recorder (DVR) and playback system, an appliance device, a gaming console, and/or as any other type of television client device or computing-based device that may be implemented in a television entertainment and information system. In this example, client device  102  includes one or more processor(s)  110 , media content  112  (e.g., received media content or media content that is being received), and recording media  114  that maintains recorded media content  116 . 
     Client device  102  also includes a tracking module  118 , a search module  120 , and a program guide application  122 , all of which can be implemented as computer-executable instructions and executed by the processor(s)  110  to implement embodiments of media content search results ranked by popularity. Additionally, client device  102  can be implemented with any number and combination of differing components as further described with reference to the example client device shown in  FIG. 6 . 
     Although the tracking module  118 , search module  120 , and program guide application  122  are each illustrated and described as single applications, each can be implemented as several component applications or modules distributed to perform one or more functions of media content search results ranked by popularity. Further, although the tracking module  118 , search module  120 , and program guide application  122  are illustrated and described as separate applications, the tracking module  118 , search module  120 , and/or program guide application  122  can be implemented together as a single application in the client device  102  to implement embodiments of media content search results ranked by popularity. 
     The media content  112  and/or the recorded media content  116  can include television programs (or programming), which may be any form of programs, commercials, music, movies, and video on-demand media content. Other media content can include interactive games, network-based applications, music streamed from a computing device to the client device  102 , as well as any other audio, video, and/or image content received from any type of media content source. 
     The recording media  114  along with a playback application can be implemented as a DVR system to record and maintain the recorded media content  116 . The television client device  102  can be configured for communication with the content provider(s)  106  via a communication network  124 , which in this example can include an IP-based network as described with reference to the communication network(s) shown in  FIGS. 2 and 6 . Client device  102  receives the media content  112  and/or the recorded media content  116  from content server(s) of the content provider(s)  106  via the communication network  124 . The communication network  124  can be implemented using any type of network topology and/or communication protocol, and can be represented or otherwise implemented as a combination of two or more networks. 
     In one or more embodiments, the tracking module  118  can be implemented to track various aspects of television programming and recordings at the client device  102 . For example, the tracking module  118  can track television programming choices selected by a viewer who interacts with the client device  102 ; searches for television media content initiated by a viewer; the recorded media content  116 ; listings for new television media content; and/or any other type of requests for television media content initiated by a viewer at client device  102 . 
     The tracking module  118  can include popularity metadata  126  from which a popularity rating for television media content can be determined or generated. The popularity of television media content can be determined according to a popularity factor, ranking, and/or index when tracking various aspects of television programming and recordings at client device  102 . The popularity metadata  126  can include data and real-time tracking information corresponding to viewer programming choices (e.g., specific shows or a series of programs that a viewer selects to watch), search requests for media content, recordings, information requests, new television media content, and the like. 
     Further, the popularity metadata  126  can include the data and tracking information corresponding to one or multiple viewers. For example, many search requests from different viewers can be encompassed in the metadata associated with a particular program. The tracking module  118  can then determine the popularity of the particular program based on how often the media content is selected for viewing, recording, information requests, and/or any other type of viewer interaction. The tracking module  118  can also be implemented for collaborative filtering to identify a series of programs as popular media content for a viewer at the client device  102 . 
     In addition to the traditional metadata associated with television media content, such as a title, the actors, a genre, and a description of the media content, the popularity metadata  126  can include the tracking data as well as additional information. For example, the popularity metadata  126  can include ratings from ratings providers, such as NIELSEN and/or ARBITRON data for a previous week, month, or other duration to approximate how many viewers watched a particular program. 
     The popularity metadata  126  can also include projected popularity rankings for new and/or upcoming television media content that will likely be requested often by many viewers. For example, the ranking of programming associated with the SUPER BOWL can be increased in advance of when the SUPER BOWL is played. In addition, the popularity metadata  126  can include any other popularity metrics upon which to base a popularity factor, ranking, and/or index to determine popular media content. 
     In one or more embodiments, client device  102  includes the program guide application  122  that can be implemented to process program guide data from which a program guide can be rendered and/or displayed for viewing on display device  104 . A program guide may also be commonly referred to as an electronic program guide or an “EPG”. In this example, a program guide search interface  128  is displayed on display device  104  and includes a search input field  130  via which a viewer can input search term(s) to initiate a search request for television media content. A viewer can input the search term(s) to initiate the search request utilizing an input device  108 , such as the remote control. 
     In an embodiment, the search module  120  can receive a search request for television media content when initiated by a viewer, and identify the television media content that is relevant to the search request. The tracking module  118  can then rank the relevant television media content based on a popularity rating and the relevant television media content can be displayed in an ordered list that is ordered by popularity rankings. The relevant television media content can include one or more likely viewer choices of popular media content displayed in the ordered list. 
     In an embodiment, the search results for television media content can include relevant media content based on a partial match to a search term of a viewer-initiated search request. For example, a viewer may enter only “Super” as shown on the display device  104  in the search input field  130 . The search module  120  may identify many different media content choices having a partial match to the search term “Super”. From the identified media content that is relevant to the search request, the tracking module  118  can determine that the viewer is likely requesting television media content associated with the SUPER BOWL if the search request is initiated at a time when the SUPER BOWL is an often requested and/or anticipated event. For example, the popularity metadata  126  associated with the SUPER BOWL will reflect many search, viewing, and/or recording requests from multiple viewers. The tracking module  118  can then rank the relevant television media content based on a popularity rating generated from the popularity metadata  126 . 
     Once a viewer learns that a specific and/or complete text match is not necessary when initiating a search request to find television media content, the viewer can reduce the inputs needed via the search input field  130 . Reducing the number of search inputs also makes searching easier for the viewer, particularly when utilizing the remote control input device  108  which can be cumbersome to enter the search characters. 
     In another embodiment, the search module  120  can be implemented to identify media content that is relevant to a search request from the popularity metadata  126  based on an incorrect search term of the search request. For example, a viewer may want to watch a particular movie, such as a movie entitled “Irretrievably Broken”, but has forgotten the title of the movie. The viewer may inadvertently enter a search request of “Retrievable”. if the entered text string “Retrievable” were compared in a text-based search to the “title” metadata fields for television media content, a match to the sought after movie will not be located. However, the search module  120  can compare the entered text string “Retrievable” to the popularity metadata  126 . A popularity result of the movie “Irretrievably Broken” which most closely matches the viewer request will be returned when the popularity metadata  126  associated with the movie reflects multiple search, viewing, and/or recording requests. The likely viewer choice can then be displayed in a list of popular media content from which the viewer can select to receive the requested movie for viewing. 
     In another example, the popularity of media content can optionally be customized for a particular viewer in the popularity metadata  126 . For example, a viewer may enter a search request for a particular word, such as “Star”, in the search input field  130  on display device  104 . The search module  120  may identify the programs “Star Gazers” and “Star Singers” as relevant media content to the search request. The tracking module  118  may then rank “Star Gazers” as the most likely relevant media content for the viewer because a history of this viewer&#39;s television programming choices in the popularity metadata  126  indicates that the viewer watches the program “Star Gazers”, even though the program “Star Singers” may currently be a more popular program among multiple viewers. 
     In another example, one friend may call another to say, “watch the reality show that is on right now”, and the called viewer can then enter a search request for “Reality” in the search input field  130 . The search module  120  can receive the search request for “Reality” and compare the search term entry to the popularity metadata  126  and the “genre” metadata fields to locate the likely television reality program. The reality show can be identified by the tracking module  118  as the likely viewer choice because the program is currently being broadcast and has been selected for viewing by many other viewers. 
     In an embodiment, the tracking module  118  can also rank television media content that is identified as being relevant to a search request based on a projected popularity of new television media content. When new or upcoming television media content is scheduled to be available, the media content can be weighted to establish a popularity-basis for the new media content. 
     In a projected popularity ranking scenario, or optionally a manual ranking scenario, a network operator at a content provider  106  may assume that an upcoming event or program will be popular and often requested for viewing and/or recording. However, the upcoming event or program will not have any associated tracking and/or popularity metadata to indicate a popularity history of the program before the program is available for viewing. Projected rankings may therefore be accomplished by manual assignment of popularity values to the upcoming media assets to match the operator&#39;s prediction of the popularity of the media. Alternatively, popularity values can be derived from historical data (e.g. for an annual show, popularity ratings for the program historically), or popularity of the content in other media forms (e.g. for a new Pay-Per-View movie, the popularity ranking can be derived from the movie&#39;s success in the theatres). 
     The tracking module  118  can then rank the program having the weighted popularity as a likely selectable viewing option for a viewer. For example, if a new movie that has been popular in the theatres is about to be released for video on-demand viewing, a network operator can project the popularity of the movie by weighting it to influence the popularity of the media content. 
     After the relevant television media content is identified by the search module  120 , the tracking module  118  can rank the relevant television media content based on a popularity rating to determine popular media content in one or more embodiments. A list of the popular media content, or just the higher-ranking popular media content, can then be displayed on the display device  104  in response to a viewer-initiated search request. An example of a list of popular media content is further described with reference to the example shown in  FIG. 3 . The media content can be ranked according to viewer(s) programming choices, viewer(s) recording choices, information requests that arc initiated or spawned from initial search results, and/or by any other metric by which the media content can be ranked. 
     In alternate embodiments of media content search results ranked by popularity, a content provider  106  can be implemented to include a tracking module. A tracking module at a content provider can also update popularity metadata to track the various aspects of television programming and recording selections of multiple viewers at multiple television client devices. These embodiments are further described with reference to the example system shown in  FIG. 2 . Alternatively, both content provider(s) and television client devices can include an implementation of tracking modules to track the television programming and recording selections together, or optionally independently. 
       FIG. 2  illustrates another example system  200  in which various embodiments of media content search results ranked by popularity can be implemented. The system  200  includes a content provider  202  that communicates media content  204  to any number “N” of various television client systems  206 ( 1 -N) via a communication network  208 . An example of a communication network is described with reference to communication network  124 , and examples of client devices in television client systems are described with reference to television client device  102  as shown in  FIG. 1 . 
     Each of the client systems  206 ( 1 -N) include a television client device and a respective display device, such as any type of television, monitor, LCD, or similar television-based display system that renders audio, video, and/or image data. Any of the client devices of the client systems  206 ( 1 -N) can be implemented as any one or combination of a television client device, a gaming system, or as any other computing-based device, such as a desktop computer, a portable computer, a television set-top box, a digital video recorder (DVR), an appliance device, a gaming console, and/or as any other type of computing-based client device. A television client device may also be associated with a user (i.e., a person) and/or an entity that operates a client device such that a television client device describes logical clients that include users, software, and/or devices. 
     Any of the television client devices of the respective client systems  206 ( 1 -N) can be implemented with one or more processors, a communication module, memory components, and a media content rendering system. Additionally, each of the television client devices can be configured for communication with any number of the different content providers to receive any type of media content from the content provider(s) via the communication network  208 . Further, any of the television client devices can be implemented with any number and combination of differing components as further described with reference to the example client device shown in  FIG. 6 . 
     In this example, content provider  202  includes a tracking module  210  having popularity metadata  212 . In one or more embodiments, tracking module  210  can be implemented to track various aspects of television programming and recordings at the client systems  206 ( 1 -N). For example, the tracking module  210  can track television programming choices selected by multiple viewers that interact with the client devices; searches for television media content initiated by the multiple viewers; television media content recorded by the multiple viewers; listings for new television media content; and/or any other type of requests for television media content initiated by the multiple viewers at the various client systems  206 ( 1 -N). 
     The tracking module  210  can include popularity metadata  212  from which the more popular media content can be determined. The popularity of television media content can be determined according to a popularity rating, factor, ranking, and/or index when tracking the various aspects of television programming and recordings at the client systems  206 ( 1 -N). The tracking module  210  can determine or develop a popularity rating for particular media content based on how often the media content is selected for viewing, recording, information requests, and/or any other type of viewer interaction. 
     The popularity metadata  212  can include data and the real-time tracking information corresponding to viewer programming choices, search requests for media content, recordings, information requests, new television media content, and the like. In an embodiment, the real-time tracking information can be obtained via the communication network  208  when implemented as a network that includes a back-channel or other two-way communication link  214  between the content provider  202  and the television client systems  206 ( 1 -N). In an IPTV system, such as shown in  FIG. 7 , an IP-based network provides two-way communication via which the tracking module  210  receives real-time tracking information for viewer-initiated media content interactions at the client systems  206 ( 1 -N). 
     Although data streams of media content arc not shown specifically, the arrowed communication links  214  and the communication network  208  illustrate various data communication links that include data streams of media content. Additionally, it is contemplated that any one or more of the arrowed communication links  208 ,  214  can facilitate two-way data communication, such as from the content provider  202  to television client system  206 ( 1 ) and vice-versa. 
     The popularity metadata  212  can also include additional information, such as ratings from ratings providers  216  to approximate how many viewers watched a particular program. The popularity metadata  212  can also include projected popularity rankings for new and/or upcoming television media content that will likely be requested often by many viewers. 
     The tracking module  210  can receive a search request for television media content via the communication network  208  when the search request is initiated by a viewer at a television client system  206 ( 1 -N). In one or more embodiments, the tracking module  210  can be implemented to rank television media content that is relevant to a search request based on the popularity rating as determined from the popularity metadata  212 . A list of popular media content, or just the higher-ranking popular media content, can then be displayed at a client system  206 ( 1 -N) in response to a viewer-initiated search request. 
       FIG. 3  illustrates an example  300  of a tracking module  302  having popularity metadata  304  from which a popularity rating can be determined. Television media content that is relevant to a search request can be ranked by the tracking module  302  based on the popularity rating. A list of popular media content  306  can be generated for display on a display device  308  of a television client system  310  (to include a television client device  312 ). Features and embodiments of the tracking module  302  are described with reference to tracking module  118  implemented at client device  102  as shown in  FIG. 1 , and/or with reference to tracking module  210  implemented at content provider  202  as shown in  FIG. 2 . 
     The popularity metadata  304  is one example of the popularity metadata included with the tracking modules and described with reference to  FIGS. 1 and 2 . In one or more embodiments, the tracking module  302  can be implemented to track various television media content programming, recording, and information selections by a viewer or a group of viewers. The tracking module  302  then maintains information pertaining to the tracked television programming choices, recordings, and information selections as the popularity metadata  304 . 
     In this example, the popularity metadata  304  includes data and tracking information about television media content choices  314 ; television programming choices  316 ; searches for television media content  318 ; recorded television media content  320 ; information requests for television media content  322 ; and/or new television media content  324 . The tracking module  302  can rank television media content that is relevant to a search request based on a popularity rating to determine popular media content. The list of popular media content  306  can then be generated to include all of the popular media content, or just the higher-ranking popular media content. The list of popular media content  306  can be displayed at the client system  310  in response to a viewer-initiated search request for media content. A viewer at client device  312  can then select a programming choice from the list  306  with a remote control input device  326 . 
     In one or more embodiments, the list of popular media content  306  can be displayed to optionally include paid placement of particular media content at a position in the list that is more prominent than popular media content without paid placement. For example, a business method may allow a content provider to pay for the placement of a new video on-demand movie at a prominent position in the list for likely viewer selection. In an example, the list of popular media content  306  can be displayed to include paid placement of particular media content at a first position  328  in the list. Alternatively, the list of popular media content  306  can be displayed to include a likely viewer choice at the first position  328  in the list. 
     In this example, the list of popular media content  306  includes paid placement of media content at the first position  328  in the list, and then includes likely viewer choices at the subsequent positions  330  in the list. For example, a likely viewer choice based on the television programming choices  316  of the viewer (e.g., a user history popularity) can be displayed at a second position in the list. Further, at least an additional likely viewer choice based on the television programming choices of multiple viewers (e.g., a general history popularity) can be displayed at a third position in the list. 
       FIG. 4  illustrates an example of a user interface  400  that displays an ordered list  402  of search results for television media content that arc ordered by popularity rankings. The ordered list  402  of search results is shown on a display device  404  of a television client system  406  that includes a television client device  408 . The television media content shown ranked in the list  402  can be displayed in response to a viewer-initiated search request for television media content. For example, user interface  400  includes a search input field  410  via which a viewer can input search term(s) to initiate a search request for television media content. A viewer can input the search term(s) to initiate the search request utilizing an input device  412 , such as a remote control. 
     In this example, a viewer may enter a search request for a particular word, such as “Star”, in the search input field  410  on display device  404 . A search module of client device  408  may then identify any number of various programs, movies, and/or other media content corresponding to the search term “Star”. A tracking module of client device  408  can then rank the various programs, movies, and/or other media content (i.e. the relevant television media content) based on a popularity rating. The ordered list  402  of relevant television media content can then be displayed from which a viewer can select one of the media content for viewing with the remote control input device  412 . 
     The ordered list  402  of search results for the television media content is shown on display device  404  in a viewer-navigable grid  414  of a program guide that enables a viewer to navigate the grid and select media content for viewing. In addition to the list of television media content, the ordered list  402  can include any type of associated numeric and/or channel designators as additional information about particular television media content. 
     The viewer-navigable grid  414  can include a selectable control  416  shown implemented as an on-screen focus that can be positioned to identify particular television media content and, when selected, initiate receiving the program, movie, or other media content for viewing. A viewer can move the selectable control  416  within the grid  414  and select the various listed media content by manipulating the remote control input device  412  via which the viewer can input control commands  418 . 
     In one or more embodiments, the ordered list  402  can be displayed to optionally include paid placement of particular media content at a position in the list that is more prominent than media content without paid placement. For example, the new video on-demand movie “Battle Star Warriors” is positioned at a prominent position (e.g., at the top of the list) for likely viewer selection. Alternatively, the ordered list  402  of ranked television media content can be displayed to include a likely viewer choice at the first position in the list. 
     Generally, any of the functions, methods, and modules described herein can be implemented using hardware, software, firmware (e.g., fixed logic circuitry), manual processing, or any combination thereof. A software implementation of a function, method, or module represents program code that performs specified tasks when executed on a computing-based processor. Example method  500  described with reference to  FIG. 5  may be described in the general context of computer-executable instructions. Generally, computer-executable instructions can include applications, routines, programs, objects, components, data structures, procedures, modules, functions, and the like that perform particular functions or implement particular abstract data types. The method may also be practiced in a distributed computing environment where functions arc performed by remote processing devices that arc linked through a communications network. In a distributed computing environment, computer-executable instructions may be located in both local and remote computer storage media, including memory storage devices. Further, the features described herein arc platform-independent and the techniques may be implemented on a variety of computing platforms having a variety of processors. 
       FIG. 5  illustrates example method(s)  500  of media content search results ranked by popularity. The order in which the method is described is not intended to be construed as a limitation, and any number of the described method blocks can be combined in any order to implement the method, or an alternate method. 
     At block  502 , television programming choices of a viewer or multiple viewers are tracked. For example, tracking module  118  ( FIG. 1 ) tracks the television programming choices of a viewer or multiple viewers at television client device  102 . The tracking module  118  maintains the tracking information as popularity metadata  126 . Alternatively, or in addition, tracking module  210  ( FIG. 2 ) at content provider  202  tracks television programming choices of multiple viewers at television client systems  206 ( 1 -N). The tracking module  210  maintains the tracking information as popularity metadata  212 . Further, tracking module  302  ( FIG. 3 ) can track the television programming choices  316  of one or more viewers at various television client devices. In an embodiment, real-time tracking information can be received from multiple viewers via a two-way communication network, such as an IP-based communication network that facilitates a two-way communication link between content provider(s) and television client systems in an IPTV system. 
     At block  504 , searches for television media content by a viewer or multiple viewers are tracked. For example, tracking module  118  tracks searches for television media content by a viewer or multiple viewers at client device  102 . Similarly, tracking module  210  tracks searches for television media content by multiple viewers at client systems  206 ( 1 -N), and/or tracking module  302  tracks searches for television media content  318 . 
     At block  506 , television media content that is recorded by a viewer or multiple viewers are tracked. For example, tracking module  118  tracks television media content that is recorded by a viewer or multiple viewers at client device  102 . Similarly, tracking module  210  tracks television media content that is recorded by multiple viewers at client systems  206 ( 1 -N), and/or tracking module  302  tracks recorded television media content  320 . 
     At block  508 , information requests for television media content by a viewer or multiple viewers are tracked. For example, tracking module  118  tracks information requests for or about television media content by a viewer or multiple viewers at client device  102 . Similarly, tracking module  210  tracks information requests for television media content by multiple viewers at client systems  206 ( 1 -N), and/or tracking module  302  tracks information requests for television media content  322 . 
     At block  510 , a search request for television media content is received. For example, search module  120  receives a search request for television media content initiated by a viewer at client device  102 . Similarly, tracking module  210  can receive search requests for television media content that are initiated by multiple viewers at client systems  206 ( 1 -N) (via communication network  208 ). 
     At block  512 , television media content that is relevant to the search request is identified. For example, search module  120  identifies television media content that is relevant to a search request initiated by a viewer at client device  102 . The search results for television media content can include relevant media content based on a partial match to a search term of a viewer-initiated search request. Additionally, the search module  120  can identify media content that is relevant to a search request from the popularity metadata  126  based on an incorrect search term of the search request. 
     At block  514 , the relevant television media content is ranked based on a popularity rating. For example, tracking module  118  ranks the relevant television media content at client device  102  based on a popularity rating to determine popular media content. The popularity rating is determined from the popularity metadata  126  according to viewer programming choices, viewer recording choices, information requests that are initiated or spawned from initial search results, and/or by any other metric by which the relevant television media content can be ranked. Similarly, tracking module  210  ranks the relevant television media content for a viewer or multiple viewers at any of the client systems  206 ( 1 -N). 
     At block  516 , a list of the relevant television media content is displayed in an ordered list that is ordered by popularity rankings. For example, the ordered list  402  of search results for television media content can be displayed from which a viewer can select one of the media content for viewing. The ordered list  402  is displayed to include the relevant television media content that is ordered by popularity rankings. 
     In another example, the list of popular media content  306  can be generated for display on display device  308  of the television client system  310  and a viewer can select a programming choice with the remote control input device  326 . The list of popular media content  306  can be displayed to include all of the popular media content, or just the higher-ranking popular media content. The list of popular media content  306  can also be displayed to include paid placement of particular media content at a first position  328  in the list; a likely viewer choice based on television programming choices of the viewer at a second position in the list; and at least an additional likely viewer choice based on television programming choices of multiple viewers at a third position in the list. 
       FIG. 6  illustrates various components of an example client device  600  that can be implemented as any form of a computing, electronic, or television client device to implement embodiments of media content search results ranked by popularity. For example, client device  600  can be implemented as client device  102  shown in  FIG. 1 , and/or as any of the client devices of the client systems  206 ( 1 -N) shown in  FIG. 2 . In various embodiments, client device  600  can be implemented as any one or combination of a television client device, a gaming system, or as any other computing-based device, such as a desktop computer, a portable computer, a television set-top box, a digital video recorder (DVR), an appliance device, a gaming console, and/or as any other type of computing-based client device. 
     Client device  600  includes one or more media content inputs  602  that may include Internet Protocol (IP) inputs over which streams of media content are received via an IP-based network. Device  600  further includes communication interface(s)  604  that can be implemented as any one or more of a serial and/or parallel interface, a wireless interface, any type of network interface, a modem, and as any other type of communication interface. A wireless interface enables client device  600  to receive control input commands  606  and other information from an input device, such as from remote control device  608 , a portable computing-based device (such as a cellular phone)  610 , or from another infrared (IR), 802.11, Bluetooth, or similar RF input device. 
     A network interface provides a connection between client device  600  and a communication network by which other electronic and computing devices can communicate data with device  600 . Similarly, a serial and/or parallel interface provides for data communication directly between client device  600  and the other electronic or computing devices. A modem facilitates client device  600  communication with other electronic and computing devices via a conventional telephone line, a DSL connection, cable, and/or other type of connection. 
     Client device  600  also includes one or more processors  612  (e.g., any of microprocessors, controllers, and the like) which process various computer-executable instructions to control the operation of device  600 , to communicate with other electronic and computing devices, and to implement embodiments of media content search results ranked by popularity. Client device  600  can be implemented with computer-readable media  614 , such as one or more memory components, examples of which include random access memory (RAM), non-volatile memory (e.g., any one or more of a read-only memory (ROM), flash memory, EPROM, EEPROM, etc.), and a disk storage device. A disk storage device can include any type of magnetic or optical storage device, such as a hard disk drive, a recordable and/or rewriteable compact disc (CD), a DVD, a DVD+RW, and the like. 
     Computer-readable media  614  provides data storage mechanisms to store various information and/or data such as software applications and any other types of information and data related to operational aspects of client device  600 . For example, an operating system  616  and/or other application programs can be maintained as software applications with the computer-readable media  614  and executed on processor(s)  612  to implement embodiments of media content search results ranked by popularity. 
     Client device  600  can be implemented to include a program guide application  618  that is implemented to process program guide data and generate program guides for display. A program guide enables a viewer to navigate through an onscreen display and locate various media content such as broadcast programs, recorded programs, video on-demand programs and movies, interactive game selections, network-based applications, and other media content of interest to the viewer. In an embodiment, client device  600  can also be implemented to include a search module  620  and a tracking module  622  to implement embodiments of media content search results ranked by popularity. An example of search module  620  is described with reference to search module  120  shown in  FIG. 1 . Examples of tracking module  622  arc described with reference to tracking module  118  shown in  FIG. 1 , tracking module  210  shown in  FIG. 2 , and with reference to tracking module  302  shown in  FIG. 3 . 
     Client device  600  can also include a DVR system  624  with playback application  626 , and recording media  628  to maintain recorded media content  630  that client device  600  receives and/or records. Further, client device  600  may access or receive additional recorded media content that is maintained with a remote data store (not shown), such as from a video-on-demand server, or media content that is maintained at a broadcast center or content provider that distributes the media content to subscriber sites and client devices. The playback application  626  is a video control application that can be implemented to control the playback of media content, the recorded media content  630 , and/or other video on-demand media content, music, and any other audio, video, and/or image media content which can be rendered and/or displayed for viewing. 
     Client device  600  also includes an audio and/or video output  632  that provides audio and/or video data to an audio rendering and/or display system  634 . The audio rendering and/or display system  634  can include any devices that process, display, and/or otherwise render audio, video, and image data. Video signals and audio signals can be communicated from device  600  to a display device  636  via an RF (radio frequency) link, S-video link, composite video link, component video link, DVI (digital video interface), analog audio connection, or other similar communication link. Alternatively, the audio rendering and/or display system  634  can be implemented as integrated components of the example client device  600 . Client device  600  along with the audio rendering and/or display system  634  is an example of a viewing system that can be implemented in a household viewing area for viewing television programs and/or receiving other television media content. 
       FIG. 7  illustrates an example entertainment and information system  700  in which an IP-based television environment can be implemented, and in which embodiments of media content search results ranked by popularity can be implemented. System  700  facilitates the distribution of media content, program guide data, and advertising content to multiple viewers and to multiple viewing systems. System  700  includes a content provider  702  and any number “N” of client systems  704 ( 1 -N) each configured for communication via a communication network  706 . Each client system  704 ( 1 -N) is an example of the client systems  206 ( 1 -N) described with reference to  FIG. 2 . Each of the client systems  704 ( 1 -N) can receive one or more data streams of media content, program content, program guide data, advertising content, closed captions data, and the like from content server(s) of the content provider  702  via the communication network  706 . 
     The communication network  706  can be implemented as any one or combination of a wide area network (e.g., the Internet), a local area network (LAN), an intranet, an IP-based network, a broadcast network, a wireless network, a Digital Subscriber Line (DSL) network infrastructure, a point-to-point coupling infrastructure, or as any other media content distribution network. Additionally, communication network  706  can be implemented using any type of network topology and any network communication protocol, and can be represented or otherwise implemented as a combination of two or more networks. A digital network can include various hardwired and/or wireless links  708 ( 1 -N), routers, gateways, and so on to facilitate communication between content provider  702  and the client systems  704 ( 1 -N). 
     System  700  includes a media server  710  that receives media content from a content source  712 , program guide data from a program guide source  714 , and advertising content from an advertisement source  716 . In an embodiment, the media server  710  represents an acquisition server that receives the audio and video media content from content source  712 , an EPG server that receives the program guide data from program guide source  714 , and/or an advertising management server that receives the advertising content from the advertisement source  716 . 
     The content source  712 , the program guide source  714 , and the advertisement source  716  control distribution of the media content, the program guide data, and the advertising content to the media server  710  and/or to other servers. The media content, program guide data, and advertising content can be distributed via various transmission media  718 , such as satellite transmission, radio frequency transmission, cable transmission, and/or via any number of other wired or wireless transmission media. In this example, media server  710  is shown as an independent component of system  700  that communicates the program content, program guide data, and advertising content to content provider  702 . In an alternate implementation, media server  710  can be implemented as a component of content provider  702 . 
     Content provider  702  is representative of a headend service in a content distribution system, for example, that provides the media content, program guide data, and advertising content to multiple subscribers (e.g., the client systems  704 ( 1 -N)). The content provider  702  can be implemented as a satellite operator, a network television operator, a cable operator, and the like to control distribution of media content, program and advertising content, such as movies, television programs, commercials, music, and other audio, video, and/or image content to the client systems  704 ( 1 -N). 
     Content provider  702  includes various components to facilitate media data processing and content distribution, such as a subscriber manager  720 , a device monitor  722 , and one or more content servers  724 . The subscriber manager  720  manages subscriber data, and the device monitor  722  monitors the client systems  704 ( 1 -N) (e.g., and the subscribers), and maintains monitored client state information. 
     Although the various managers, servers, and monitors of content provider  702  (to include the media server  710  in one embodiment) arc illustrated and described as distributed, independent components of content provider  702 , any one or more of the managers, servers, and monitors can be implemented together as a multi-functional component of content provider  702 . Additionally, any one or more of the managers, servers, and monitors described with reference to system  700  can implement features and embodiments of media content search results ranked by popularity. 
     The client systems  704 ( 1 -N) can each be implemented to include a client device  726  and a display device  728  (e.g., a television, LCD, and the like). A client device  726  of a client system  704  can be implemented in any number of embodiments, such as a set-top box, a digital video recorder (DVR) and playback system, an appliance device, a gaming system, and as any other type of client device that may be implemented in an entertainment and information system. In an alternate embodiment, client system  704 (N) is implemented with a computing device  730  as well as a client device. Additionally, any of the client devices  726  of a client system  704  can implement features and embodiments of media content search results ranked by popularity as described herein. 
     Although embodiments of media content search results ranked by popularity have been described in language specific to features and/or methods, it is to be understood that the subject of the appended claims is not necessarily limited to the specific features or methods described. Rather, the specific features and methods arc disclosed as example implementations of media content search results ranked by popularity.