KSFaci : facilitating knowledge sharing using profiler and recommender agent.
Knowledge sharing is one of the modern knowledge management initiatives, where a more user-centered system has replaced the traditional management of knowledge as asset. This article aims to collect user satisfaction to prove whether user profiling and recommendation is significant in knowledge s...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English |
| Published: |
International Journal of Computer Science and Network Security (IJCSNS)
2008
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| Online Access: | http://psasir.upm.edu.my/id/eprint/15405/1/KSFaci.pdf |
| _version_ | 1825945614766047232 |
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| author | Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati |
| author_facet | Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati |
| author_sort | Mohd Sharef, Nurfadhlina |
| collection | UPM |
| description | Knowledge sharing is one of the modern knowledge
management initiatives, where a more user-centered system
has replaced the traditional management of knowledge as
asset. This article aims to collect user satisfaction to prove whether user profiling and recommendation is significant in knowledge sharing facilitation framework. A four-factor evaluation metric to measure the overall performance of the agent based system is used. The evaluation metric consists of three types of analysis, which are overlap analysis, weighted responds analysis and responds analysis. The four-factor metric covers the efficiency of user profile built by the agent,
the relevance of recommendation, the staff directory and the
document repository. The main discussion is on the setting of the experiment and the results of KSFaci performance in the proposed experiment setting. It is concluded that user
profiling and recommendation plays a role in knowledge
sharing system framework. |
| first_indexed | 2024-03-06T07:34:15Z |
| format | Article |
| id | upm.eprints-15405 |
| institution | Universiti Putra Malaysia |
| language | English English |
| last_indexed | 2024-03-06T07:34:15Z |
| publishDate | 2008 |
| publisher | International Journal of Computer Science and Network Security (IJCSNS) |
| record_format | dspace |
| spelling | upm.eprints-154052015-10-23T06:41:46Z http://psasir.upm.edu.my/id/eprint/15405/ KSFaci : facilitating knowledge sharing using profiler and recommender agent. Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati Knowledge sharing is one of the modern knowledge management initiatives, where a more user-centered system has replaced the traditional management of knowledge as asset. This article aims to collect user satisfaction to prove whether user profiling and recommendation is significant in knowledge sharing facilitation framework. A four-factor evaluation metric to measure the overall performance of the agent based system is used. The evaluation metric consists of three types of analysis, which are overlap analysis, weighted responds analysis and responds analysis. The four-factor metric covers the efficiency of user profile built by the agent, the relevance of recommendation, the staff directory and the document repository. The main discussion is on the setting of the experiment and the results of KSFaci performance in the proposed experiment setting. It is concluded that user profiling and recommendation plays a role in knowledge sharing system framework. International Journal of Computer Science and Network Security (IJCSNS) 2008-11 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/15405/1/KSFaci.pdf Mohd Sharef, Nurfadhlina and Selamat, Mohd Hasan and Sulaiman, Md. Nasir and Wan Ab. Rahman, Wan Nurhayati (2008) KSFaci : facilitating knowledge sharing using profiler and recommender agent. International Journal of Computer Science and Network Security, 8 (11). pp. 80-87. ISSN 1738-7906 http://ijcsns.org/ English |
| spellingShingle | Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title | KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title_full | KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title_fullStr | KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title_full_unstemmed | KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title_short | KSFaci : facilitating knowledge sharing using profiler and recommender agent. |
| title_sort | ksfaci facilitating knowledge sharing using profiler and recommender agent |
| url | http://psasir.upm.edu.my/id/eprint/15405/1/KSFaci.pdf |
| work_keys_str_mv | AT mohdsharefnurfadhlina ksfacifacilitatingknowledgesharingusingprofilerandrecommenderagent AT selamatmohdhasan ksfacifacilitatingknowledgesharingusingprofilerandrecommenderagent AT sulaimanmdnasir ksfacifacilitatingknowledgesharingusingprofilerandrecommenderagent AT wanabrahmanwannurhayati ksfacifacilitatingknowledgesharingusingprofilerandrecommenderagent |