Ontology-based generic template for retail analytics

The retail industry in Malaysia and in the world at large is growing at a fast pace.The ability to make informed decision is the key for retailers‘ survival.The wealth of customer data available for retailers is a key asset, which should provide retailers with information that guides their decision...

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Main Authors: Davou, Kenneth I., Idrus, Rosnah
Format: Conference or Workshop Item
Language:English
Published: 2013
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Online Access:http://repo.uum.edu.my/11999/1/PID41.pdf
http://repo.uum.edu.my/11999/
http://www.icoci.cms.net.my/proceedings/2013/TOC.html
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Institution: Universiti Utara Malaysia
Language: English
id my.uum.repo.11999
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spelling my.uum.repo.119992014-08-24T04:42:18Z http://repo.uum.edu.my/11999/ Ontology-based generic template for retail analytics Davou, Kenneth I. Idrus, Rosnah QA76 Computer software The retail industry in Malaysia and in the world at large is growing at a fast pace.The ability to make informed decision is the key for retailers‘ survival.The wealth of customer data available for retailers is a key asset, which should provide retailers with information that guides their decisions. Retailers have not been able to use this data effectively to make better predictions on customer buying behaviour and marketing decisions because of the difficulty involved in processing large amount of data. The focus of this research is to derive a generic retail ontology template and then customize it for grocery store owners.The method used for developing thontological tool retail analytics is based on Grüninger and Fox method, which was adopted due to its simplicity yet, provides a vivid explanation of the processes involved.Our research findings show that the generic ontology template can be customized for specific purpose in data-oriented decision support systems.This paper will illustrate how the generic template can be customized to segment the customers into various categories which provide managers with interfaces to better monitor their business processes and marketing programs. 2013-08-28 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/11999/1/PID41.pdf Davou, Kenneth I. and Idrus, Rosnah (2013) Ontology-based generic template for retail analytics. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia. http://www.icoci.cms.net.my/proceedings/2013/TOC.html
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Davou, Kenneth I.
Idrus, Rosnah
Ontology-based generic template for retail analytics
description The retail industry in Malaysia and in the world at large is growing at a fast pace.The ability to make informed decision is the key for retailers‘ survival.The wealth of customer data available for retailers is a key asset, which should provide retailers with information that guides their decisions. Retailers have not been able to use this data effectively to make better predictions on customer buying behaviour and marketing decisions because of the difficulty involved in processing large amount of data. The focus of this research is to derive a generic retail ontology template and then customize it for grocery store owners.The method used for developing thontological tool retail analytics is based on Grüninger and Fox method, which was adopted due to its simplicity yet, provides a vivid explanation of the processes involved.Our research findings show that the generic ontology template can be customized for specific purpose in data-oriented decision support systems.This paper will illustrate how the generic template can be customized to segment the customers into various categories which provide managers with interfaces to better monitor their business processes and marketing programs.
format Conference or Workshop Item
author Davou, Kenneth I.
Idrus, Rosnah
author_facet Davou, Kenneth I.
Idrus, Rosnah
author_sort Davou, Kenneth I.
title Ontology-based generic template for retail analytics
title_short Ontology-based generic template for retail analytics
title_full Ontology-based generic template for retail analytics
title_fullStr Ontology-based generic template for retail analytics
title_full_unstemmed Ontology-based generic template for retail analytics
title_sort ontology-based generic template for retail analytics
publishDate 2013
url http://repo.uum.edu.my/11999/1/PID41.pdf
http://repo.uum.edu.my/11999/
http://www.icoci.cms.net.my/proceedings/2013/TOC.html
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