OPTIMIZED MAPPING OF DOCUMENTS TO CANDIDATE DUPLICATE DOCUMENTS IN A DOCUMENT CORPUS

Patent №

US 9,607,029

Granted

2017-03-28

Filed 2014

Owner

AMAZON TECHNOLOGIES, INC.

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14573849

Technologies are disclosed for mapping documents to candidate duplicate documents in a document corpus. A bitset optimized inverted index is created for a document corpus. A document is received for which candidate duplicate documents in the document corpus are to be identified. The document is tokenized using adaptive tokenization. A determination made as to whether tokens in the document are represented in the bitset optimized inverted index. A list of candidate duplicate documents is created for tokens represented in the optimized inverted index utilizing in-memory bitsets that map tokens to documents that contain the tokens in the document corpus.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.98
AI hardware0.54
Planning0.26
Evolutionary computation0.03
Vision0.02
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 412160256

Assignors

DHARMALINGAM, SIVARANJINI, CLOSE, NATHAN THOMAS, FAUJI, SHANTANU SHAILENDRAKUMAR, GWIZDAK, SEAN, JIANG, JIAHUI, MAMMEN, YOHAN, RAMMOHAN, ROSHAN

On an employer assignment, the assignors are typically the inventors.

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