HANDLING INFORMATION SOURCE INGESTION IN A QUESTION ANSWERING SYSTEM

Patent №

US 9,703,840

Granted

2017-07-11

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14458435

A question-answering (QA) system first receives input questions. Each question is then assigned to a first question category of a plurality of question categories. The QA system then identifies a set of candidate answers to each question using a core information source. A set of confidence scores, including a confidence score for each candidate answer, is then calculated. The QA system then determines that the first set of confidence scores fails to satisfy confidence criteria. In response to this determination, an updated information source is ingested.

Machine learningNatural languageKnowledge representationPlanningEvolutionary computationG06F 16/24578G06F 16/24522G06F 16/24575G06F 16/248G06F 16/9535G06F 16/954

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
Machine learning1.00
Evolutionary computation0.88
AI hardware0.34
Vision0.06
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 335240205

Assignors

ALLEN, CORVILLE O., JAMROG, DANIEL M., WITHERSPOON, KRISTIN A.

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

From the same owner

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