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; and
generating an entity reputation score based on the reputation features using a machine learning algorithm.
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Accused Products
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.
141 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; and generating an entity reputation score based on the 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; and generate an entity reputation score based on the reputation features using a machine learning algorithm. - View Dependent Claims (11, 12, 13, 14, 15)
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16. An apparatus, comprising:
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 component, the reputation manager component comprising; a data collection module operative to collect reputation information for an entity from a selected set of multiple reputation sources; 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; and 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. - View Dependent Claims (17, 18, 19, 20)
Specification