eprintid: 3300
rev_number: 9
eprint_status: archive
userid: 307
dir: disk0/00/00/33/00
datestamp: 2018-12-17 03:01:57
lastmod: 2018-12-17 03:01:57
status_changed: 2018-12-17 03:01:57
type: conference_item
metadata_visibility: show
creators_name: Nguyen, Thi Hong Khanh
creators_name: Ha, Quang Thuy
creators_id: thuyhq@vnu.edu.vn
corp_creators: VNU-University of Eng. and Tech
corp_creators: Electric Power University
title: A Learning Method based on Bisimulation in the Inconsistent Knowledge Systems
ispublished: inpress
subjects: IT
divisions: fac_fit
abstract: Inconsistencies may naturally occur in the considered application domains in Artificial Intelligence, for example as a result of data mining works in distributed sources. In order to solve inconsistent knowledge, several paraconsistent description logics have been proposed. In this paper, we face the problem of concept learning for an inconsistent knowledge base system based on bisimulation. This algorithm allows learning a concept from a training information system in a paraconsistent descriptive logic system with a set of positive items, negative items, and inconsistent items. Here, we present a system for learning concept in an inconsistent knowledge base and discuss preliminary experimental results obtained in the electronic application domain.
date: 2018-11-19
date_type: published
official_url: https://controls.papercept.net/conferences/conferences/ICARCV18/program/ICARCV18_ContentListWeb_1.html
full_text_status: public
pres_type: paper
event_title: 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
event_location: Marina Bay Sands Expo and Convention Centre, Singapore
event_dates: November 18-21, 201
event_type: conference
refereed: FALSE
citation:   Nguyen, Thi Hong Khanh and Ha, Quang Thuy  (2018) A Learning Method based on Bisimulation in the Inconsistent Knowledge Systems.  In: 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), November 18-21, 201, Marina Bay Sands Expo and Convention Centre, Singapore.    (In Press)  
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3300/1/ICARCV%202018%20Program%20_%20Monday%20November%2019%2C%202018.pdf