REFINING TOPIC REPRESENTATIONS
First Claim
1. A method comprising:
- identifying, by a processor, an original topic representation for a set of electronic documents stored at least temporarily in a non-transitory storage media;
performing, by the processor, an informativeness analysis on the original topic representation;
performing, by the processor, a topic consistency analysis on the original topic representation;
performing, by the processor, a topic redundancy analysis on the original topic representation in view of a second topic representation; and
generating, by the processor, a refined topic representation based on the informativeness analysis, the consistency analysis, and the redundancy analysis.
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Abstract
A method to refine topic representations is described. The method may include identifying an original topic representation for a set of electronic documents stored at least temporarily in a non-transitory storage media. The method may include performing, by a processor, an informativeness analysis on the original topic representation. The method may also include performing a topic consistency analysis on the original topic representation. The method may include performing a topic redundancy analysis on the original topic representation in view of a second topic representation. The method may also include generating a refined topic representation based on the informativeness analysis, the consistency analysis and the redundancy analysis.
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Citations
20 Claims
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1. A method comprising:
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identifying, by a processor, an original topic representation for a set of electronic documents stored at least temporarily in a non-transitory storage media; performing, by the processor, an informativeness analysis on the original topic representation; performing, by the processor, a topic consistency analysis on the original topic representation; performing, by the processor, a topic redundancy analysis on the original topic representation in view of a second topic representation; and generating, by the processor, a refined topic representation based on the informativeness analysis, the consistency analysis, and the redundancy analysis. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A non-transitory computer-readable medium having encoded therein programming code executable by a processor to perform or control performance of operations comprising:
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identifying, by the processor, an original topic representation for a set of electronic documents stored at least temporarily in a non-transitory storage media; performing, by the processor, an informativeness analysis on the original topic representation; performing, by the processor, a topic consistency analysis on the original topic representation; performing, by the processor, a topic redundancy analysis on the original topic representation in view of a second topic representation; and generating, by the processor, a refined topic representation based on the informativeness analysis, the consistency analysis, and the redundancy analysis. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A system comprising:
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a memory; and a processing device operatively coupled to the memory, the processing device being configured to execute operations comprising; identify an original topic representation for a set of electronic documents stored at least temporarily in a non-transitory storage media; perform, by a processor, an informativeness analysis on the original topic representation; perform a topic consistency analysis on the original topic representation; perform a topic redundancy analysis on the original topic representation in view of a second topic representation; and generate a refined topic representation based on the informativeness analysis, the consistency analysis, and the redundancy analysis. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification