Patent №
US 6,996,572
Granted
2006-02-07
Filed 1997
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
08947221
A system and method are provided for eliciting interesting structure from a collection of entities or resources with explicit and/or implicit, static and/or dynamic relations, called “affinities,” between them. Interesting structure includes (1) notions of quality, authority, or definitiveness of information, (2) notions of relevance to a user's information need, (3) notions of similarity among the plurality of resources retrieved from a universe of resources by a query process, and (4) notions of similarity among the usages of resources by different users/servers. Similarities between entities are computed, based on similarities between the affinity values for the entities. That is, where the affinitiy values for two entities resemble each other, the two entities have a high degree of similarity. Using the similarities, the entities are ranked, clustered, etc., based on a significance derived from the similarities. The ranking, clustering, etc., makes up the interesting structure which is sought.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 90940582
Assignors
CHAKRABARTI, SOUMEN, DOM, BYRON EDWARD, GIBSON, DAVID ANDREW, KLEINBERG, JON MICHAEL, RAGHAVAN, PRABHAKAR, RAJOGOPALAN, SRIDHAR
On an employer assignment, the assignors are typically the inventors.