Sentiment-based classification of media content
AssigneeGoogle Inc.
InventorStacey Kuznetsov
Life of this patent
Estimating the term…
Abstract
A set of comments associated with an item of media content is identified. A set of sentiment scores associated with the set of comments is generated, wherein each sentiment score indicates a type of sentiment expressed in a comment. The sentiment profile is generated responsive at least in part to the set of sentiment scores, the sentiment profile indicating the types of sentiment expressed in comments associated with the item of media content and stored in association with the item of media content.
Claims21
A computer-implemented method, comprising:
- identifying, at a server, a plurality of comments associated with a content item;
- generating, for each of the plurality of comments, a plurality of sentiment scores for each sentiment from a plurality of sentiments by applying a sentiment classifier for each sentiment of the plurality of sentiments, wherein a value of the sentiment score for each sentiment indicates a likelihood of a corresponding comment being associated with that sentiment;
- and
- causing a sentiment to be presented for the plurality of comments associated with the content item based on the plurality of sentiment scores.
A computer-implemented system, comprising:
- a hardware processor that:
- identifies a plurality of comments associated with a content item;
- generates, for each of the plurality of comments, a plurality of sentiment scores for each sentiment from a plurality of sentiments by applying a sentiment classifier for each sentiment of the plurality of sentiments, wherein a value of the sentiment score for each sentiment indicates a likelihood of a corresponding comment being associated with that sentiment;
- and
- causes a sentiment to be presented for the plurality of comments associated with the content item based on the plurality of sentiment scores.
A non-transitory computer-readable medium containing computer executable instructions that, when executed by a processor, cause the processor to perform a method, the method comprising:
- identifying, at a server, a plurality of comments associated with a content item;
- generating, for each of the plurality of comments, a plurality of sentiment scores for each sentiment from a plurality of sentiments by applying a sentiment classifier for each sentiment of the plurality of sentiments, wherein a value of the sentiment score for each sentiment indicates a likelihood of a corresponding comment being associated with that sentiment;
- and
- causing a sentiment to be presented for the plurality of comments associated with the content item based on the plurality of sentiment scores.
Dependencies are inferred from the claim text.