System and method for adaptive text recommendation
First Claim
1. A method for adaptive information recommendation, the method comprising:
- clustering an interest set of documents associated with a user into one or more clusters;
extracting a keyword for the one or more clusters that represents the theme of the documents in the one or more clusters;
filtering an eligible set of documents to meet an application criterion; and
adaptively constructing a recommended set of documents for each cluster of the one or more clusters.
26 Assignments
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Accused Products
Abstract
Network system provides a real-time adaptive recommendation set of documents with a high statistical measure of relevancy to the requestor device. The recommendation set is optimized based on analyzing the text of documents of the interest set, categorizing these documents into clusters, extracting keywords representing the themes or concepts of documents in the clusters, and filtering a population of eligible documents accessible to the system utilizing site and or Internet-wide search engines. The system is either automatically or manually invoked and it develops and presents the recommendation set in real-time; for example, upon logging onto a web site or as the client views additional documents or pages of a website. The recommendation set may be presented as a greeting, notification, alert, HTML fragment, fax, voicemail, or automatic classification or routing of customer e-mail, personal e-mail, job postings, and offers for sale or exchange.
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Citations
50 Claims
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1. A method for adaptive information recommendation, the method comprising:
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clustering an interest set of documents associated with a user into one or more clusters; extracting a keyword for the one or more clusters that represents the theme of the documents in the one or more clusters; filtering an eligible set of documents to meet an application criterion; and adaptively constructing a recommended set of documents for each cluster of the one or more clusters. - View Dependent Claims (26, 27, 28, 29, 31, 36)
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2-25. -25. (canceled)
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30. (canceled)
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32-35. -35. (canceled)
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37. A computer-readable storage medium having embodied thereon a program, the program being executable by a processor to perform a method for adaptive information recommendation, the method comprising:
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clustering an interest set of documents associated with a user into one or more clusters; extracting a keyword for the one or more clusters that represents the theme of the documents in the one or more clusters; filtering an eligible set of documents to meet an application criterion; and adaptively constructing a recommended set of documents for each cluster of the one or more clusters. - View Dependent Claims (39, 40, 41, 42, 44, 49)
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38. (canceled)
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43. (canceled)
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45-48. -48. (canceled)
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50. An apparatus for providing adaptive information Recommendations, comprising:
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a processor configured to execute instructions for; clustering an interest set of documents associated with a user into one or more clusters, extracting a keyword for the one or more clusters that represents the theme of the documents in the one or more clusters, filtering an eligible set of documents to meet an application criterion, and adaptively constructing a recommended set of documents for each cluster of the one or more clusters; and a memory coupled to the processor, the memory configured to store the instructions.
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Specification