PATENT CLAIM ANALYSIS

Application Number: 15951595
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["725", "093000"]

Abstract:
Aspects of the subject disclosure may include, for example, modifying a user profile associated with a user associated with a content service to generate an updated user profile according to consumption of media content by the user and user feedback information associated with the consumption of the media content, determining a user context according to information associated with user device, where the user context includes current activity of the user, modifying a set of media content according to the user context that is determined to generate an updated set of media content, where a type of media content is eliminated from the set of media content in the updated set of media content according to the user context, and presenting the updated set of content at a presentation device of the user via a personal media channel of the user associated with the content service. Other embodiments are disclosed.

Claim (Index 1):
A device, comprising:\n a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, the operations comprising: monitoring consumption of media content by a user associated with a content service; accessing user feedback information associated with the consumption of the media content, wherein the user feedback information is based on an implicit user reaction to the media content; modifying a user profile associated with the user to generate an updated user profile according to the consumption of the media content and the user feedback information associated with the consumption of the media content; selecting a set of media content for a personal media channel associated with the user according to the updated user profile; determining a user context according to information associated with a user device of the user, wherein the user context includes current activity of the user; modifying the set of media content according to the user context to generate an updated set of media content, wherein a type of media content is eliminated from the set of media content in the updated set of media content according to the user context, and wherein the type of media content eliminated from the set of media content corresponds to a format of the type of media content, a delivery scheme of the type of media content, or a combination thereof; and presenting the updated set of media content at a presentation device of the user via a personal media channel of the user associated with the content service.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 91.0
- Lexical Diversity: 2.87273
- Patent Class: 725.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14921436', '12243264', '12339381', '12198729', '13654535']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4217978048709259
- 35 USC 102 Novelty (BERT): 0.4602411572181518
- Combined Prediction Score: 0.4256421401056485
- Mean Citation Score: 142.319002
- Max Citation Score: 150.35054
- Similarity Product: 117.59641054426432

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test