WEIGHTING SEARCH CRITERIA BASED ON SIMILARITIES TO AN INGESTED CORPUS IN A QUESTION AND ANSWER (QA) SYSTEM

Patent №

US 9,715,531

Granted

2017-07-25

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15042744

A mechanism is provided, in a data processing system comprising a processor and a memory configured to implement a question and answer (QA) system, for weighting search criteria based on similarities to an ingested corpus in the QA system. A set of question characteristics found in a received input question are compared to a set of data characteristics respectively describing data in each corpus of a corpora. For each question characteristic in the set of found question characteristics, a first weight is assigned to the corpus within which data associated with the data characteristic resides in response to the question characteristic being more related to a data characteristic; otherwise a second weight is assigned, where the first weight is greater than the second weight. A selective search is then performed for an answer to the received input question in one or more corpora with a higher weighting.

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.94
Speech0.85
Evolutionary computation0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 377260775

Assignors

JAMROG, DANIEL M., LAVOIE, JASON D., ORRICK, NICHOLAS W., WITHERSPOON, KRISTIN A.

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

From the same owner

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