APPARATUS AND METHODS FOR ACCESSING A COLLECTION OF CONTENT PORTIONS
First Claim
1. A method for accessing a collection of content portions, comprising:
- determining multi-modal information for at least one content portion in the collection of content portions;
determining proximal information for the at least one content portion in the collection of content portions;
generating a plurality of centers for clustering content portions of the collection of content portions; and
clustering each content portion in the collection of content portions to a center of the plurality of centers having similar multi-modal information and proximal information.
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Accused Products
Abstract
Techniques for browsing through a large collection of content portions uses a scatter and gather approach where a collection of content portions is clustered into one or more clusters using multi-modal data modeling. Additionally, as part of the multi-modal data modeling, “proximal cues” surrounding links or connections or surrounding “image links” in a content portion are used to quickly identify the user'"'"'s information needs. Thus, taking into account proximal cues during multi-modal data modeling improves the scattering and the gathering process, as well as personalizes the scattering and the gathering process to most effectively cluster content portions of interest to the user.
25 Citations
14 Claims
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1. A method for accessing a collection of content portions, comprising:
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determining multi-modal information for at least one content portion in the collection of content portions;
determining proximal information for the at least one content portion in the collection of content portions;
generating a plurality of centers for clustering content portions of the collection of content portions; and
clustering each content portion in the collection of content portions to a center of the plurality of centers having similar multi-modal information and proximal information. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system usable to access a collection of content portions, comprising:
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a multi-modal determining circuit, routine or application usable to determine multi-modal information and proximal information for at least one content portion in a collection of content portions; and
a clustering circuit, routine or application usable to generate a plurality of centers, and to cluster each content portion in the collection of content portions to one of the plurality of centers using the multi-modal information and proximal information of that content portion. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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Specification