System And Method For Using Banded Topic Relevance And Time For Article Prioritization
First Claim
1. A computer-implemented method for using banded topic relevance and time for article prioritization, comprising:
- maintaining articles of digital information and at least one social index comprising topics that each relate to one or more of the articles;
retrieving fine-grained topic models matched to the digital information for each topic;
succinctly classifying the articles under the topics using the fine-grained topic models;
relevancy scoring each of the articles within the topic under which the article was classified;
arranging the articles into discrete bands by relevance score;
temporally sorting the articles within the discrete bands; and
presenting the articles within the discrete bands.
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Abstract
A system and method for using banded topic relevance and time for article prioritization is provided. Articles of digital information and at least one social index are maintained. The social index includes topics that each relate to one or more of the articles. Fine-grained topic models matched to the digital information for each topic are retrieved. The articles are succinctly classified under the topics using the fine-grained topic models. Each of the articles is relevancy scored within the topic under which the article was classified. The articles are arranged into discrete bands by relevance score. The articles are temporally sorted within the discrete bands. The articles are presented within the discrete bands.
141 Citations
18 Claims
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1. A computer-implemented method for using banded topic relevance and time for article prioritization, comprising:
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maintaining articles of digital information and at least one social index comprising topics that each relate to one or more of the articles; retrieving fine-grained topic models matched to the digital information for each topic; succinctly classifying the articles under the topics using the fine-grained topic models; relevancy scoring each of the articles within the topic under which the article was classified; arranging the articles into discrete bands by relevance score; temporally sorting the articles within the discrete bands; and presenting the articles within the discrete bands. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18)
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10. A computer-implemented system for using banded topic relevance and time for article prioritization, comprising:
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an electronic database, comprising; articles of digital information and at least one social index comprising topics that each relate to one or more of the articles maintained for social indexing; and fine-grained topic models matched to the digital information for each topic; a processor and memory within which code for execution by the processor is stored, further comprising; a fine-grained classifier module succinctly classifying the articles under the topics using the fine-grained topic models; a scoring module relevancy scoring each of the articles within the topic under which the article was classified and arranging the articles into discrete bands by relevance score; and a temporal module temporally sorting the articles within the discrete bands; and a user interface visually presenting the articles within the discrete bands.
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Specification