AK Tourism: A Property Graph Ontology-based Tourism Recommender System

Recommender system (RS) is used to overcome the problem of information overload over the World Wide Web.Most of the time, users will be returned with a huge number of links when they do a Point of Interest (POI) search for interesting places to visit via the search engine. RS overcomes the pro...

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Main Authors: Keng, Seong She, Su, Cheng Haw, Yu, Gene Loh, Fang, Fang Chua
Format: Conference or Workshop Item
Language:English
Published: 2018
Subjects:
Online Access:http://repo.uum.edu.my/25195/1/KMICE%202018%2083%2088.pdf
http://repo.uum.edu.my/25195/
http://www.kmice.cms.net.my/ProcKMICe/KMICe2018/toc.html
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Institution: Universiti Utara Malaysia
Language: English
id my.uum.repo.25195
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spelling my.uum.repo.251952018-11-21T01:57:33Z http://repo.uum.edu.my/25195/ AK Tourism: A Property Graph Ontology-based Tourism Recommender System Keng, Seong She Su, Cheng Haw Yu, Gene Loh Fang, Fang Chua HD28 Management. Industrial Management Recommender system (RS) is used to overcome the problem of information overload over the World Wide Web.Most of the time, users will be returned with a huge number of links when they do a Point of Interest (POI) search for interesting places to visit via the search engine. RS overcomes the problem by analyzing automatically all the possible items information integrates with personalized user profiling (user preferences), and user rating. Specifically, ontology-based recommender system adopts new and alternative trends in recent years.Ontologies define rules to structure data, including interrelations between entities in the database.As such, it offers greater semantic relations within a particular domain. In this paper, we propose: (i) ontology representation, (ii) sample query in Cypher, and (iii) AK Tourism to demonstrate the recommender system in Malaysia tourism domain. 2018-07-25 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/25195/1/KMICE%202018%2083%2088.pdf Keng, Seong She and Su, Cheng Haw and Yu, Gene Loh and Fang, Fang Chua (2018) AK Tourism: A Property Graph Ontology-based Tourism Recommender System. In: Knowledge Management International Conference (KMICe) 2018, 25 –27 July 2018, Miri Sarawak, Malaysia. http://www.kmice.cms.net.my/ProcKMICe/KMICe2018/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 HD28 Management. Industrial Management
spellingShingle HD28 Management. Industrial Management
Keng, Seong She
Su, Cheng Haw
Yu, Gene Loh
Fang, Fang Chua
AK Tourism: A Property Graph Ontology-based Tourism Recommender System
description Recommender system (RS) is used to overcome the problem of information overload over the World Wide Web.Most of the time, users will be returned with a huge number of links when they do a Point of Interest (POI) search for interesting places to visit via the search engine. RS overcomes the problem by analyzing automatically all the possible items information integrates with personalized user profiling (user preferences), and user rating. Specifically, ontology-based recommender system adopts new and alternative trends in recent years.Ontologies define rules to structure data, including interrelations between entities in the database.As such, it offers greater semantic relations within a particular domain. In this paper, we propose: (i) ontology representation, (ii) sample query in Cypher, and (iii) AK Tourism to demonstrate the recommender system in Malaysia tourism domain.
format Conference or Workshop Item
author Keng, Seong She
Su, Cheng Haw
Yu, Gene Loh
Fang, Fang Chua
author_facet Keng, Seong She
Su, Cheng Haw
Yu, Gene Loh
Fang, Fang Chua
author_sort Keng, Seong She
title AK Tourism: A Property Graph Ontology-based Tourism Recommender System
title_short AK Tourism: A Property Graph Ontology-based Tourism Recommender System
title_full AK Tourism: A Property Graph Ontology-based Tourism Recommender System
title_fullStr AK Tourism: A Property Graph Ontology-based Tourism Recommender System
title_full_unstemmed AK Tourism: A Property Graph Ontology-based Tourism Recommender System
title_sort ak tourism: a property graph ontology-based tourism recommender system
publishDate 2018
url http://repo.uum.edu.my/25195/1/KMICE%202018%2083%2088.pdf
http://repo.uum.edu.my/25195/
http://www.kmice.cms.net.my/ProcKMICe/KMICe2018/toc.html
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