Techniques to filter media content based on entity reputation
First Claim
1. A method, comprising:
- collecting reputation information for an entity from a selected set of multiple reputation sources;
extracting a set of reputation features from the reputation information, the reputation features comprising ratings features and features outside of ratings information;
creating and persistently storing indexed reputation features from the reputation information; and
generating an entity reputation score based on at least one of;
the reputation features and the indexed reputation features, using a machine learning algorithm.
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Abstract
Techniques to filter media content based on entity reputation are described. An apparatus may comprise a reputation subsystem operative to manage an entity reputation score for an entity. The reputation subsystem comprising a reputation manager component and a reputation input/output (I/O) component. The reputation manager component may comprise, among other elements, a data collection module operative to collect reputation information for an entity from a selected set of multiple reputation sources. The reputation manager component may also comprise a feature manager module communicatively coupled to the data collection module, the feature manager module operative to extract a selected set of reputation features from the reputation information. The reputation manager component may further comprise a reputation scoring module communicatively coupled to the feature manager module, the reputation scoring module operative to generate an entity reputation score based on the reputation features using a supervised or unsupervised machine learning algorithm. Other embodiments are described and claimed.
39 Citations
20 Claims
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1. A method, comprising:
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collecting reputation information for an entity from a selected set of multiple reputation sources; extracting a set of reputation features from the reputation information, the reputation features comprising ratings features and features outside of ratings information; creating and persistently storing indexed reputation features from the reputation information; and generating an entity reputation score based on at least one of;
the reputation features and the indexed reputation features, using a machine learning algorithm. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. An article comprising a storage medium containing instructions that if executed enable a system to:
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collect reputation information for an entity from a selected set of multiple reputation sources; extract a set of reputation features from the reputation information, the reputation features comprising ratings features and features outside of ratings information; create and persistently store indexed reputation features from the reputation information; and generate an entity reputation score based on at least one of;
the reputation features and the indexed reputation features, using a machine learning algorithm. - View Dependent Claims (11, 12, 13, 14, 15)
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16. An apparatus, comprising:
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a processing unit; a reputation subsystem executing on the processing unit operative to manage an entity reputation score for an entity, the reputation subsystem comprising a reputation manager component and a reputation input/output component, the reputation manager component comprising; a data collection module executing on the processing unit operative to collect reputation information for an entity from a selected set of multiple reputation sources; a feature manager module executing on the processing unit and communicatively coupled to the data collection module, the feature manager module operative to extract a selected set of reputation features from the reputation information and to create and persistently store indexed reputation features from the reputation information, the reputation features comprising ratings features and features outside of ratings information; and a reputation scoring module executing on the processing unit and communicatively coupled to the feature manager module, the reputation scoring module operative to generate an entity reputation score based on at least one of;
the reputation features and the indexed reputation features, using a supervised or unsupervised machine learning algorithm. - View Dependent Claims (17, 18, 19, 20)
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Specification