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X-UDeKAM: an intelligent method for acquiring declarative structured knowledge using Chatterbot

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conference contribution
posted on 2023-05-24, 15:45 authored by Ali, M, Hussain, J, Lee, S, Byeong KangByeong Kang
Declarative knowledge has a key role in health-care domain, which is hidden in multiple clinical-related knowledge resources. For acquiring and constructing the declarative structured knowledge from unstructured knowledge resources, UDeKAM methodology was proposed that lacks the intelligent human dialoguing mechanism for validating and filtering the important concept relations. This paper is the extension of our previous work and presents an extended version of UDeKAM, called X-UDeKAM, that includes Chatterbot along with text preprocessing as well as controlled natural language processing techniques. For realization of X-UDeKAM, a diabetes scenario is explained through example.

History

Publication title

Proceedings of the 16th International Symposium on Perception, Action, and Cognitive Systems (PACS2016)

Pagination

65-66

ISSN

2508-5662

Department/School

School of Information and Communication Technology

Place of publication

Seoul, Korea

Event title

16th International Symposium on Perception, Action, and Cognitive Systems (PACS2016)

Event Venue

Seoul, Korea

Date of Event (Start Date)

2016-10-27

Date of Event (End Date)

2016-10-28

Rights statement

Copyright unknown

Repository Status

  • Open

Socio-economic Objectives

Information systems, technologies and services not elsewhere classified

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