Computer-implemented system and method for generating a display of document clusters
First Claim
1. A computer-implemented system for generating document clusters, comprising:
- clusters of documents in a multi-dimensional concept space;
a selection module select at least one document from a collection of documents to be clustered;
a document angle module to compute an angle θ
of the document relative to a common origin of the multi-dimensional concept space;
a comparison to compare the selected document with each of the clusters, comprising;
a cluster angle module to calculate for each cluster, an angle σ
from the common origina similarity module to determine a difference between the angle θ
of the document and the angle σ
of the cluster; and
a variance determining module to apply a variance the difference; and
a cluster module to create a new cluster when the difference exceeds the variance for all the clusters.
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Abstract
A computer-implemented system and method for generating a display of document clusters is described. Clusters of documents are presented in a multi-dimensional concept space. At least one document is selected from a collection of documents to be clusters. An angle θ of the document relative to a common origin of the multi-dimensional concept space is computed. The selected document is compared with each of the clusters. An angle σ from the common origin is determined for each cluster. A difference between the angle θ for the document and the angle σ for the cluster is determined. The difference is compared to the variance, and a new cluster is created when the difference exceeds the variance for all the clusters.
190 Citations
20 Claims
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1. A computer-implemented system for generating document clusters, comprising:
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clusters of documents in a multi-dimensional concept space; a selection module select at least one document from a collection of documents to be clustered; a document angle module to compute an angle θ
of the document relative to a common origin of the multi-dimensional concept space;a comparison to compare the selected document with each of the clusters, comprising; a cluster angle module to calculate for each cluster, an angle σ
from the common origina similarity module to determine a difference between the angle θ
of the document and the angle σ
of the cluster; anda variance determining module to apply a variance the difference; and a cluster module to create a new cluster when the difference exceeds the variance for all the clusters. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer-implemented method for generating document clusters, comprising:
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presenting clusters of documents in a multi-dimensional concept space and selecting at least one document from a collection of documents to be clustered; computing an angle θ
of the document relative to a common origin of the multi-dimensional concept space;comparing the selected document with each of the clusters, comprising; calculating for each cluster, an angle σ
from the common origin;determining a difference between the angle θ
for the document and the angle σ
for the cluster; andcomparing the difference to a variance; and creating a new cluster when the difference exceeds the variance for all the clusters. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification