Modeling e-learning system performance evaluation with agent-based approach

Hsiao Ya Chiu; Sheng Chieh Chung; An-Pin Chen

doi:10.1007/978-3-540-74827-4_12

Modeling e-learning system performance evaluation with agent-based approach

Hsiao Ya Chiu^*, Sheng Chieh Chung, An-Pin Chen

^*Corresponding author for this work

Institute of Information Management

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

Rapidly evolving information technology has dramatically changed the knowledge dissemination process. A proper e-learning environment is one of the most important knowledge tools in modern organizations. However, many of them lack a generic evaluation process to verify performance. In an attempt to solve this problem, this study propose an agent-based model which compose learning model, balanced scorecard and the option pricing approach to provide an dynamic, flexible framework for e-learning project's performance evaluations.

Original language	English
Title of host publication	Knowledge-Based Intelligent Information and Engineering Systems
Subtitle of host publication	KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings
Pages	90-98
Number of pages	9
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-540-74827-4_12
State	Published - 1 Dec 2007
Event	11th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2007, and 17th Italian Workshop on Neural Networks, WIRN 2007 - Vietri sul Mare, Italy Duration: 12 Sep 2007 → 14 Sep 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	4693 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	11th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2007, and 17th Italian Workshop on Neural Networks, WIRN 2007
Country	Italy
City	Vietri sul Mare
Period	12/09/07 → 14/09/07

Keywords

Balanced scorecard approach
Black-Scholes model
E-learning
Information agent systems
Option-pricing approach
Performance evaluation

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Chiu, H. Y., Chung, S. C., & Chen, A-P. (2007). Modeling e-learning system performance evaluation with agent-based approach. In Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings (PART 2 ed., pp. 90-98). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4693 LNAI, No. PART 2). https://doi.org/10.1007/978-3-540-74827-4_12

Chiu, Hsiao Ya ; Chung, Sheng Chieh ; Chen, An-Pin. / Modeling e-learning system performance evaluation with agent-based approach. Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 2. ed. 2007. pp. 90-98 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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abstract = "Rapidly evolving information technology has dramatically changed the knowledge dissemination process. A proper e-learning environment is one of the most important knowledge tools in modern organizations. However, many of them lack a generic evaluation process to verify performance. In an attempt to solve this problem, this study propose an agent-based model which compose learning model, balanced scorecard and the option pricing approach to provide an dynamic, flexible framework for e-learning project's performance evaluations.",

keywords = "Balanced scorecard approach, Black-Scholes model, E-learning, Information agent systems, Option-pricing approach, Performance evaluation",

author = "Chiu, {Hsiao Ya} and Chung, {Sheng Chieh} and An-Pin Chen",

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Chiu, HY, Chung, SC & Chen, A-P 2007, Modeling e-learning system performance evaluation with agent-based approach. in Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 4693 LNAI, pp. 90-98, 11th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2007, and 17th Italian Workshop on Neural Networks, WIRN 2007, Vietri sul Mare, Italy, 12/09/07. https://doi.org/10.1007/978-3-540-74827-4_12

Modeling e-learning system performance evaluation with agent-based approach. / Chiu, Hsiao Ya; Chung, Sheng Chieh; Chen, An-Pin.

Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 2. ed. 2007. p. 90-98 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4693 LNAI, No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Chiu HY, Chung SC, Chen A-P. Modeling e-learning system performance evaluation with agent-based approach. In Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 2 ed. 2007. p. 90-98. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). https://doi.org/10.1007/978-3-540-74827-4_12