Community mining based on core objects and affiliated objects
First Claim
1. A computerized method comprising:
- identifying, from a plurality of objects, a set of core objects for a community of objects; and
expanding, based on the set of core objects, the community of objects to include a set of affiliated objects.
2 Assignments
0 Petitions
Accused Products
Abstract
In community mining based on core objects and affiliated objects, a set of core objects for a community of objects are identified from a plurality of objects. The community is expanded, based on the set of core objects, to include a set of affiliated objects. According to one aspect, a model of a community of objects is obtained by grouping a first collection of a plurality of objects into a center portion, and grouping a second collection of the plurality of objects into one or more concentric portions around the center portion. The groupings of the first and second collections of the objects are identified as the community of objects.
62 Citations
44 Claims
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1. A computerized method comprising:
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identifying, from a plurality of objects, a set of core objects for a community of objects; and
expanding, based on the set of core objects, the community of objects to include a set of affiliated objects. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. One or more computer readable media having stored thereon a plurality of instructions that, when executed by one or more processors of a device, causes the one or more processors to:
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identify, from a plurality of objects, a first collection of objects to be a core of a community;
identify, from the plurality of objects, a second collection of objects that are linked to the first collection of objects; and
add, to the community, the second collection of objects. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28)
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29. A system to mine communities from a plurality of objects, the system comprising:
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a processor; and
a memory coupled to the processor, wherein the memory includes one or more instructions that cause the processor to;
identify, from the plurality of objects, one or more core object sets from the plurality of objects, wherein each core object set is a core of a community; and
for each of the core object sets, expand the community to include a set of affiliated objects, wherein the expansion is based on the core object set of the community. - View Dependent Claims (30, 31, 32)
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33. A system comprising:
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a core set identification module to identify core sets of objects for communities from a plurality of objects; and
a community expansion module to expand communities by adding affiliated objects to the communities, wherein the expansion of a community is based at least in part on the core set of objects of the community and links from objects of the plurality of objects to the core set of objects of the community. - View Dependent Claims (34, 35, 36, 37)
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38. A method comprising:
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grouping a first collection of a plurality of objects into a center portion;
grouping a second collection of the plurality of objects into one or more concentric portions around the center portion; and
identifying, as the community of objects, the groupings of the first and second collections of the objects. - View Dependent Claims (39, 40, 41, 42, 43)
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44. One or more computer readable media having stored thereon a plurality of instructions that, when executed by one or more processors of a device, causes the one or more processors to describe a community of objects by:
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creating a set of concentric circles;
assigning a group of core objects of the community to the center circle of the set of concentric circles; and
assigning a group of affiliated objects of the community to one or more circles of the set of concentric circles, wherein the one or more circles surround the center circle.
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Specification