PRODUCING SENTIMENT-AWARE RESULTS FROM A SEARCH QUERY

Patent №

US 9,734,192

Granted

2017-08-15

Filed 2013

Owner

ORACLE INTERNATIONAL CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14032587

A method, system, and computer program product for information retrieval and sentiment assessment. The method parses a sentiment-aware query to isolate one or more lexical terms to be included in a lexical retrieval of documents containing the lexical terms. The parsing of the query includes parsing the query to isolate portions of the query to be included in the configuration of a sentiment analysis of the retrieved documents. The documents retrieved based on the lexical terms are processed so as to generate a sentiment assessment, and the sentiment found in the retrieved documents might be correlated to terms that are not present in the lexical terms. The sentiment assessment is presented as a “positive” or “negative” indication, or as a sentiment assessment score. The sentiment portion of the query can specify an area of interest, and/or can specify a user-selected classifier model that is used to process the retrieved documents.

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.91
Speech0.48
Vision0.05
Evolutionary computation0.00

Ownership

ORACLE INTERNATIONAL CORPORATION

assignment · 331320188

Assignors

CZARLINSKA, ALEKSANDRA, TARACHANDANI, ASHA, ROY, SHUBHRO JYOTI

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

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