System And Method For Providing A Classification Suggestion For Electronically Stored Information
First Claim
1. A system for providing a classification suggestion for electronically stored information, comprising:
- a database to store a corpus of electronically stored information (ESI) comprising reference ESI items each associated with a classification and uncoded ESI items;
a clustering engine to provide a cluster of uncoded ESI items and reference ESI items;
a neighborhood module to determine a neighborhood of reference ESI items in the cluster for at least one of the uncoded ESI items;
a classification module to determine a classification of the neighborhood using a classifier; and
a suggestion module to suggest the classification of the neighborhood as a classification for the at least one uncoded ESI item.
9 Assignments
0 Petitions
Accused Products
Abstract
A system and method for providing a classification suggestion for electronically stored information is provided. A corpus of electronically stored information including reference electronically stored information items each associated with a classification and uncoded electronically stored information items are maintained. A cluster of uncoded electronically stored information items and reference electronically stored information items is provided. A neighborhood of reference electronically stored information items in the cluster is determined for at least one of the uncoded electronically stored information items. A classification of the neighborhood is determined using a classifier. The classification of the neighborhood is suggested as a classification for the at least one uncoded electronically stored information item.
-
Citations
26 Claims
-
1. A system for providing a classification suggestion for electronically stored information, comprising:
-
a database to store a corpus of electronically stored information (ESI) comprising reference ESI items each associated with a classification and uncoded ESI items; a clustering engine to provide a cluster of uncoded ESI items and reference ESI items; a neighborhood module to determine a neighborhood of reference ESI items in the cluster for at least one of the uncoded ESI items; a classification module to determine a classification of the neighborhood using a classifier; and a suggestion module to suggest the classification of the neighborhood as a classification for the at least one uncoded ESI item. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
-
-
9. A method for providing a classification suggestion for electronically stored information, comprising:
-
maintaining a corpus of electronically stored information (ESI) comprising reference ESI items each associated with a classification and uncoded ESI items; providing a cluster of uncoded ESI items and reference ESI items; determining a neighborhood of reference ESI items in the cluster for at least one of the uncoded ESI items; determining a classification of the neighborhood using a classifier; and suggesting the classification of the neighborhood as a classification for the at least one uncoded ESI item. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
-
-
17. A system for providing a classification suggestion for a document, comprising:
-
a database to store a corpus of documents comprising reference documents each associated with a classification and uncoded documents; a clustering engine to generate a cluster of uncoded documents; a neighborhood module to determine a neighborhood of reference documents for at least one of the uncoded documents in the cluster; a classification module to determine a classification of the neighborhood using a classifier; and a suggestion module to suggest the classification of the neighborhood as a classification for the at least one uncoded document. - View Dependent Claims (18, 19, 20, 21)
-
-
22. A method for providing a classification suggestion for a document, comprising:
-
maintaining a corpus of documents comprising reference documents each associated with a classification and uncoded documents; generating a cluster of uncoded documents; determining a neighborhood of reference documents for at least one of the uncoded documents in the cluster; determining a classification of the neighborhood using a classifier; and suggesting the classification of the neighborhood as a classification for the at least one uncoded document. - View Dependent Claims (23, 24, 25, 26)
-
Specification