EFFICIENT INDEXING OF DOCUMENTS WITH SIMILAR CONTENT

Patent №

US 8,244,530

Granted

2012-08-14

Filed 2011

Owner

Lab

AI components

3

ml · nlp · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

13249136

A set of documents may be stored and indexed as a compressed sequence of tokens. A set of documents are grouped into clusters. Sequences of tokens representing the clusters of documents are encoded to elide some repeating instances of tokens. A compressed sequence of tokens is generated from the compressed cluster sequences of tokens. Queries on the compressed sequence are performed by identifying cluster sequences within the compressed sequence that are likely to have documents that satisfy the query and then identifying, within these identified clusters, the documents that actually satisfies the query.

AI classification

Natural language1.00
Machine learning0.98
Planning0.98
AI hardware0.18
Knowledge representation0.17
Vision0.00
Evolutionary computation0.00
Speech0.00
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