An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation
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...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Universiti Utara Malaysia
2006
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| Online Access: | http://psasir.upm.edu.my/id/eprint/59721/ http://psasir.upm.edu.my/id/eprint/59721/1/454.pdf |
| _version_ | 1848854000356556800 |
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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 |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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 | 2025-11-15T11:02:54Z |
| format | Conference or Workshop Item |
| id | upm-59721 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:02:54Z |
| publishDate | 2006 |
| publisher | Universiti Utara Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-597212018-03-21T01:53:14Z http://psasir.upm.edu.my/id/eprint/59721/ An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati 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. Universiti Utara Malaysia 2006 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59721/1/454.pdf Mohd Sharef, Nurfadhlina and Selamat, Mohd Hasan and Sulaiman, Md. Nasir and Wan Ab. Rahman, Wan Nurhayati (2006) An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation. In: Knowledge Management International Conference & Exhibition (KMICE 2006), 6-8 June 2006, Legend Hotel Kuala Lumpur, Malaysia. (pp. 454-461). |
| spellingShingle | Mohd Sharef, Nurfadhlina Selamat, Mohd Hasan Sulaiman, Md. Nasir Wan Ab. Rahman, Wan Nurhayati An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title | An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title_full | An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title_fullStr | An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title_full_unstemmed | An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title_short | An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| title_sort | experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation |
| url | http://psasir.upm.edu.my/id/eprint/59721/ http://psasir.upm.edu.my/id/eprint/59721/1/454.pdf |