Hybrid personalization architecture

Details Hybrid personalization architecture Hybrid personalization architecture

2007-07-10

2007-07-10

Hirl, Joseph P (Department: 2129)

Data processing: artificial intelligence

Machine learning

C706S014000, C706S046000

Reexamination Certificate

active

10824655

ABSTRACT:
Belief probabilities for ontological concepts within a preference model representing a belief of user preferences are determined. The belief probabilities are based on user feedback. A convolution of the belief probabilities and ontology co-occurrence probabilities is performed. A prioritized list from a plurality of documents based on the convolution is generated. In one aspect, the ontology co-occurrence probabilities for ontological concepts within a co-occurrence model are calculated. The ontology co-occurrence probabilities represent a probability of two ontological concepts being associated with a single document of the plurality of documents. In another aspect, the documents describe multimedia content.

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