Reinforced clustering of multi-type data objects for search term suggestion
First Claim
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1. A method comprising:
- identifying relationships among respective ones of two or more multi-type data objects, wherein the respective ones comprise at least one object of a first type and at least one object of a second type different from the first type; and
iteratively clustering the multi-type data objects in view of respective ones of the relationships to generate reinforced clusters.
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Abstract
Systems and methods for related term suggestion are described. In one aspect, relationships among respective ones of two or more multi-type data objects are identified. The respective ones of the multi-type data objects include at least one object of a first type and at least one object of a second type that is different from the first type. The multi-type data objects are iteratively clustered in view of respective ones of the relationships to generate reinforced clusters.
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Citations
40 Claims
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1. A method comprising:
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identifying relationships among respective ones of two or more multi-type data objects, wherein the respective ones comprise at least one object of a first type and at least one object of a second type different from the first type; and
iteratively clustering the multi-type data objects in view of respective ones of the relationships to generate reinforced clusters. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A computing device comprising:
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a processor; and
a memory coupled to the processor, the memory comprising computer-program instructions executable by the processor for;
identifying relationships among respective ones of two or more multi-type data objects, wherein the respective ones comprise at least one object of a first type and at least one object of a second type different from the first type;
iteratively clustering the multi-type data objects in view of respective ones of the relationships to generate reinforced clusters; and
wherein respective ones of the relationships are weighted to indicate importance to associated objects of the multi-type data objects. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21)
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22. A computer-readable medium comprising computer-executable instructions executable by a processor for:
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identifying one or more of intra-layer and inter-layer relationships among respective ones of two or more multi-type data objects, wherein the respective ones comprise at least one object of a first type and at least one object of a second type different from the first type; and
iteratively clustering the multi-type data objects in view of respective ones of the relationships to generate reinforced clusters. - View Dependent Claims (23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33)
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34. A computing device comprising:
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identifying means to identify relationships among respective ones of two or more multi-type data objects, wherein the respective ones comprise at least one object of a first type and at least one object of a second type different from the first type; and
iterative clustering means to iteratively cluster the multi-type data objects in view of respective ones of the relationships to generate reinforced clusters. - View Dependent Claims (35, 36, 37, 38, 39, 40)
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Specification