An ontology based knowledge management for a user preference of e-learning system
There are many kinds of online electronic courseware services including Google site, Apple’s iTunes U, Moodle web-based courseware, and massive open online courses.Knowledge in electronic courseware is widely available but in an unstructured data.Ontology is a good way to manipulate those unstructu...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2016
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/20019/1/KMICe2016%201-6.pdf |
| _version_ | 1825804292149215232 |
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| author | Srisa-an, Chetneti Denphaisarn, Nida |
| author_facet | Srisa-an, Chetneti Denphaisarn, Nida |
| author_sort | Srisa-an, Chetneti |
| collection | UUM |
| description | There are many kinds of online electronic courseware services including Google site, Apple’s
iTunes U, Moodle web-based courseware, and massive open online courses.Knowledge in electronic courseware is widely available but in an unstructured data.Ontology is a good way to manipulate those unstructured data.This paper is
aims to understand a user preference in adopting
courseware service in an ontology form.An association rule (Data Mining) is applied to find out factors and conditions that lead to decision to choose a service.Due to its benefit to search engine, OWL format is chosen as a file format for this paper.Our experimental results show high percentages of confidence and lift values above 80% and greater than 1 respectively.From the relationship, we construct an ontology for user preference using OWL format The relationship between ontology knowledge management with user preferences is that knowledge representation represented in Ontology form and then knowledge is organized and acquired via our user preference web-based application. |
| first_indexed | 2024-07-04T06:12:10Z |
| format | Conference or Workshop Item |
| id | uum-20019 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:12:10Z |
| publishDate | 2016 |
| record_format | eprints |
| spelling | uum-200192016-11-23T07:49:46Z https://repo.uum.edu.my/id/eprint/20019/ An ontology based knowledge management for a user preference of e-learning system Srisa-an, Chetneti Denphaisarn, Nida HD28 Management. Industrial Management T Technology (General) There are many kinds of online electronic courseware services including Google site, Apple’s iTunes U, Moodle web-based courseware, and massive open online courses.Knowledge in electronic courseware is widely available but in an unstructured data.Ontology is a good way to manipulate those unstructured data.This paper is aims to understand a user preference in adopting courseware service in an ontology form.An association rule (Data Mining) is applied to find out factors and conditions that lead to decision to choose a service.Due to its benefit to search engine, OWL format is chosen as a file format for this paper.Our experimental results show high percentages of confidence and lift values above 80% and greater than 1 respectively.From the relationship, we construct an ontology for user preference using OWL format The relationship between ontology knowledge management with user preferences is that knowledge representation represented in Ontology form and then knowledge is organized and acquired via our user preference web-based application. 2016-08-29 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/20019/1/KMICe2016%201-6.pdf Srisa-an, Chetneti and Denphaisarn, Nida (2016) An ontology based knowledge management for a user preference of e-learning system. In: Knowledge Management International Conference (KMICe) 2016, 29 – 30 August 2016, Chiang Mai, Thailand. http://www.kmice.cms.net.my/kmice2016/files/KMICe2016_eproceeding.pdf |
| spellingShingle | HD28 Management. Industrial Management T Technology (General) Srisa-an, Chetneti Denphaisarn, Nida An ontology based knowledge management for a user preference of e-learning system |
| title | An ontology based knowledge management for a user preference of e-learning system |
| title_full | An ontology based knowledge management for a user preference of e-learning system |
| title_fullStr | An ontology based knowledge management for a user preference of e-learning system |
| title_full_unstemmed | An ontology based knowledge management for a user preference of e-learning system |
| title_short | An ontology based knowledge management for a user preference of e-learning system |
| title_sort | ontology based knowledge management for a user preference of e learning system |
| topic | HD28 Management. Industrial Management T Technology (General) |
| url | https://repo.uum.edu.my/id/eprint/20019/1/KMICe2016%201-6.pdf |
| work_keys_str_mv | AT srisaanchetneti anontologybasedknowledgemanagementforauserpreferenceofelearningsystem AT denphaisarnnida anontologybasedknowledgemanagementforauserpreferenceofelearningsystem AT srisaanchetneti ontologybasedknowledgemanagementforauserpreferenceofelearningsystem AT denphaisarnnida ontologybasedknowledgemanagementforauserpreferenceofelearningsystem |