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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/19381/1/ABS_SYERINA%20AZLIN%20MD%20NASIR%20TDRA%20VOL%209%20IGS%2016.pdf
http://ir.uitm.edu.my/id/eprint/19381/
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spelling my.uitm.ir.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.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
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/19381/1/ABS_SYERINA%20AZLIN%20MD%20NASIR%20TDRA%20VOL%209%20IGS%2016.pdf
http://ir.uitm.edu.my/id/eprint/19381/
_version_ 1685649205726543872
score 13.211869

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