SYSTEM AND METHOD FOR GROUPING THEMATICALLY-RELATED CLUSTERS INTO A TWO-DIMENSIONAL VISUAL DISPLAY SPACE
First Claim
1. A system for grouping thematically-related clusters into a two-dimensional visual display space, comprising:
- an extraction module to extract concepts from content of documents stored electronically;
a clustering module to select a set of clusters from a multiplicity of clusters each comprising one or more of the concepts;
a theme generator to identify a theme in each of the clusters that comprises at least one such concept within the cluster;
a spine placement module to form spines of the clusters sharing at least one theme in common;
a comparison module to compare the spines and to place only those spines having a theme unique from any other such spine already placed into a visual display space;
a candidate anchor cluster module to identify candidate anchor clusters on the placed spines that each comprise at least one open edge;
a spine group generator to generate spine groups, comprising;
a spine similarity evaluator to evaluate a similarity of at least one of the spines not placed in the visual display space and each of the placed spines and to place the at least one unplaced spine at the open edge of one of the candidate anchor clusters comprised in the placed spine with the closest similarity; and
a cluster similarity evaluator to evaluate a similarity of at least one of the clusters not selected and each of the candidate anchor clusters comprised in the placed spines and to place the non-selected cluster proximate to the candidate anchor cluster with the closest similarity; and
a display to display the spine groups in the visual display space.
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Accused Products
Abstract
Concepts are extracted from content of documents. Clusters each include one or more of the concepts. A theme is identified in each of the clusters and includes at least one such concept within the cluster. Spines of the clusters that share at least one theme in common are formed. The spines having a theme unique from any other spine already placed into a visual display space are placed. Anchor clusters are identified on the placed spines. Spine groups are generated. A similarity of at least one of the spines not placed and each placed spine is evaluated. The unplaced spine is placed at the anchor cluster in the placed spine with the closest similarity. A similarity of at least one of the clusters not selected and each anchor cluster is evaluated. The non-selected cluster is placed proximate to the anchor cluster with the closest similarity. The spine groups are displayed.
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Citations
24 Claims
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1. A system for grouping thematically-related clusters into a two-dimensional visual display space, comprising:
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an extraction module to extract concepts from content of documents stored electronically; a clustering module to select a set of clusters from a multiplicity of clusters each comprising one or more of the concepts; a theme generator to identify a theme in each of the clusters that comprises at least one such concept within the cluster; a spine placement module to form spines of the clusters sharing at least one theme in common; a comparison module to compare the spines and to place only those spines having a theme unique from any other such spine already placed into a visual display space; a candidate anchor cluster module to identify candidate anchor clusters on the placed spines that each comprise at least one open edge; a spine group generator to generate spine groups, comprising; a spine similarity evaluator to evaluate a similarity of at least one of the spines not placed in the visual display space and each of the placed spines and to place the at least one unplaced spine at the open edge of one of the candidate anchor clusters comprised in the placed spine with the closest similarity; and a cluster similarity evaluator to evaluate a similarity of at least one of the clusters not selected and each of the candidate anchor clusters comprised in the placed spines and to place the non-selected cluster proximate to the candidate anchor cluster with the closest similarity; and a display to display the spine groups in the visual display space. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A computer-implemented method for grouping thematically-related clusters into a two-dimensional visual display space, comprising:
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extracting concepts from content of documents stored electronically; selecting a set of clusters from a multiplicity of clusters each comprising one or more of the concepts; identifying a theme in each of the clusters that comprises at least one such concept within the cluster; forming spines of the clusters sharing at least one theme in common; comparing the spines and placing only those spines having a theme unique from any other such spine already placed into a visual display space; identifying candidate anchor clusters on the placed spines that each comprise at least one open edge; generating spine groups, comprising; evaluating a similarity of at least one of the spines not placed in the visual display space and each of the placed spines; placing the at least one unplaced spine at the open edge of one of the candidate anchor clusters comprised in the placed spine with the closest similarity; evaluating a similarity of at least one of the clusters not selected and each of the candidate anchor clusters comprised in the placed spines; and placing the non-selected cluster proximate to the candidate anchor cluster with the closest similarity; and displaying the spine groups in the visual display space. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24)
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Specification