Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir

Digitization of cultural heritage collections, both within and outside museums has led to the establishment of a new field of theory and practice of the digital curation of cultural information. Cultural heritage ontology construction a practice in museum documentation, faces the challenge of dealin...

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Format:	Book Section
Language:	English
Published:	Institute of Graduate Studies, UiTM 2016
Subjects:	Malaysia
Online Access:	http://ir.uitm.edu.my/id/eprint/19381/ http://ir.uitm.edu.my/id/eprint/19381/1/ABS_SYERINA%20AZLIN%20MD%20NASIR%20TDRA%20VOL%209%20IGS%2016.pdf

id	uitm-19381
recordtype	eprints
spelling	uitm-193812018-06-11T06:09:03Z http://ir.uitm.edu.my/id/eprint/19381/ Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir Malaysia Digitization of cultural heritage collections, both within and outside museums has led to the establishment of a new field of theory and practice of the digital curation of cultural information. Cultural heritage ontology construction a practice in museum documentation, faces the challenge of dealing with the abundance of information while struggling to maintain the authenticity and preservation of the cultural knowledge. Similar to other knowledge domains, the existence of various ontology of cultural heritage knowledge and their differences has caused predicament in accessing or retrieving information. To overcome this predicament, the standard ontology, in this case the CIDOC CRM is used to consolidate between two or more local ontology through the consolidation with a standard (global) ontology through a process known as ontology mapping. The effort needed to map two ontologies with some content similarity but different structures while minimizing knowledge loss is challenging. Knowledge loss is a situation where the concepts of local ontology are excluded from the result of mapping to the global ontology. Automated mapping through the use various existing algorithms offers an efficient solution but suffers in knowledge loss. A compromised method is needed to balance between the construction efficiency and the knowledge loss. This research seeks to establish a framework for constructing cultural heritage ontology through semi-automated ontology mapping. Using the traditional Malays textile (TMT) as the domain knowledge for this work and scoping on the Malaysian batik, this research is carried out in three phases… Institute of Graduate Studies, UiTM 2016 Book Section PeerReviewed text en http://ir.uitm.edu.my/id/eprint/19381/1/ABS_SYERINA%20AZLIN%20MD%20NASIR%20TDRA%20VOL%209%20IGS%2016.pdf UNSPECIFIED (2016) Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir. In: UNSPECIFIED, (ed.) The Doctoral Research Abstracts. IGS Biannual Publication, 9 (9). Institute of Graduate Studies, UiTM, Shah Alam.
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Malaysia
spellingShingle	Malaysia Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
description	Digitization of cultural heritage collections, both within and outside museums has led to the establishment of a new field of theory and practice of the digital curation of cultural information. Cultural heritage ontology construction a practice in museum documentation, faces the challenge of dealing with the abundance of information while struggling to maintain the authenticity and preservation of the cultural knowledge. Similar to other knowledge domains, the existence of various ontology of cultural heritage knowledge and their differences has caused predicament in accessing or retrieving information. To overcome this predicament, the standard ontology, in this case the CIDOC CRM is used to consolidate between two or more local ontology through the consolidation with a standard (global) ontology through a process known as ontology mapping. The effort needed to map two ontologies with some content similarity but different structures while minimizing knowledge loss is challenging. Knowledge loss is a situation where the concepts of local ontology are excluded from the result of mapping to the global ontology. Automated mapping through the use various existing algorithms offers an efficient solution but suffers in knowledge loss. A compromised method is needed to balance between the construction efficiency and the knowledge loss. This research seeks to establish a framework for constructing cultural heritage ontology through semi-automated ontology mapping. Using the traditional Malays textile (TMT) as the domain knowledge for this work and scoping on the Malaysian batik, this research is carried out in three phases…
format	Book Section
title	Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
title_short	Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
title_full	Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
title_fullStr	Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
title_full_unstemmed	Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir
title_sort	development of process framework for ontology construction through ontology mapping / syerina azlin md nasir
publisher	Institute of Graduate Studies, UiTM
publishDate	2016
url	http://ir.uitm.edu.my/id/eprint/19381/ http://ir.uitm.edu.my/id/eprint/19381/1/ABS_SYERINA%20AZLIN%20MD%20NASIR%20TDRA%20VOL%209%20IGS%2016.pdf
first_indexed	2023-09-18T23:02:26Z
last_indexed	2023-09-18T23:02:26Z
_version_	1777418262988980224

Development of process framework for ontology construction through ontology mapping / Syerina Azlin Md Nasir

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