An Ontology Based Question Answering System on Software Test Document Domain

Main Authors: Meltem Serhatli, Ferda N. Alpaslan
Format: Article eJournal
Bahasa: eng
Terbitan: , 2009
Subjects:
Online Access: https://zenodo.org/record/1073030
ctrlnum 1073030
fullrecord <?xml version="1.0"?> <dc schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><creator>Meltem Serhatli</creator><creator>Ferda N. Alpaslan</creator><date>2009-06-22</date><description>Processing the data by computers and performing reasoning tasks is an important aim in Computer Science. Semantic Web is one step towards it. The use of ontologies to enhance the information by semantically is the current trend. Huge amount of domain specific, unstructured on-line data needs to be expressed in machine understandable and semantically searchable format. Currently users are often forced to search manually in the results returned by the keyword-based search services. They also want to use their native languages to express what they search. In this paper, an ontology-based automated question answering system on software test documents domain is presented. The system allows users to enter a question about the domain by means of natural language and returns exact answer of the questions. Conversion of the natural language question into the ontology based query is the challenging part of the system. To be able to achieve this, a new algorithm regarding free text to ontology based search engine query conversion is proposed. The algorithm is based on investigation of suitable question type and parsing the words of the question sentence.</description><identifier>https://zenodo.org/record/1073030</identifier><identifier>10.5281/zenodo.1073030</identifier><identifier>oai:zenodo.org:1073030</identifier><language>eng</language><relation>doi:10.5281/zenodo.1073029</relation><relation>url:https://zenodo.org/communities/waset</relation><rights>info:eu-repo/semantics/openAccess</rights><rights>https://creativecommons.org/licenses/by/4.0/legalcode</rights><subject>Description Logics</subject><subject>ontology</subject><subject>question answering</subject><subject>reasoning.</subject><title>An Ontology Based Question Answering System on Software Test Document Domain</title><type>Journal:Article</type><type>Journal:Article</type><recordID>1073030</recordID></dc>
language eng
format Journal:Article
Journal
Journal:eJournal
author Meltem Serhatli
Ferda N. Alpaslan
title An Ontology Based Question Answering System on Software Test Document Domain
publishDate 2009
topic Description Logics
ontology
question answering
reasoning
url https://zenodo.org/record/1073030
contents Processing the data by computers and performing reasoning tasks is an important aim in Computer Science. Semantic Web is one step towards it. The use of ontologies to enhance the information by semantically is the current trend. Huge amount of domain specific, unstructured on-line data needs to be expressed in machine understandable and semantically searchable format. Currently users are often forced to search manually in the results returned by the keyword-based search services. They also want to use their native languages to express what they search. In this paper, an ontology-based automated question answering system on software test documents domain is presented. The system allows users to enter a question about the domain by means of natural language and returns exact answer of the questions. Conversion of the natural language question into the ontology based query is the challenging part of the system. To be able to achieve this, a new algorithm regarding free text to ontology based search engine query conversion is proposed. The algorithm is based on investigation of suitable question type and parsing the words of the question sentence.
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