UPM Institutional Repository

An experimental investigation of profiler and recommender agent in the context of knowledge sharing facilitation


Citation

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).

Abstract

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.


Download File

[img] Text
454.pdf
Restricted to Repository staff only

Download (120kB)

Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Computer Science and Information Technology
Publisher: Universiti Utara Malaysia
Keywords: User satisfaction; Agent-based knowledge sharing system
Depositing User: Nabilah Mustapa
Date Deposited: 21 Mar 2018 01:53
Last Modified: 21 Mar 2018 01:53
URI: http://psasir.upm.edu.my/id/eprint/59721
Statistic Details: View Download Statistic

Actions (login required)

View Item View Item