維基百科知識推薦系統對於使用e-Portfolio的學習者滿意度調查

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姓名

覃志宗(Chih-Chung Tan) 查詢紙本館藏

畢業系所

資訊工程學系

論文名稱

維基百科知識推薦系統對於使用e-Portfolio的學習者滿意度調查
(Investigating the influence of Wikipedia knowledge recommendation system on learners’ satisfaction of using e-Portfolio)

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至系統瀏覽論文 ( 永不開放)

摘要(中)

e-Portfolio近年來已經成為數位化學習的熱門主題，並廣泛的在各大專院校推廣。但e-Portfolio卻常常受限於系統資訊的匱乏以及與相關資源配合不足的問題，以致於系統的滿意度與系統使用普遍低落，為了解決這個問題，在本論文中，Wikipedia Knowledge recommendation System被提出，WKRS，他是一套用來辨識與註記學生學習歷程檔中的維基百科知識並且推薦與學生相關的維基百科知識的系統。參與實驗者有100位學生，研究結果顯示，在e-Portfolio平台中加入WKRS能夠提高系統的滿意度，此外，WKRS系統具有適應性的特質，在持續的使用WKRS，使用者皆能感到系統能提供更精確的知識/資訊品質。

摘要(英)

This paper presents a Wikipedia Knowledge Recommendation System (WKRS), and investigating its influence on learners’ satisfaction of using e-Portfolio. WKRS is able to identify and annotate Wikipedia knowledge on learner’s portfolio and recommend the knowledge which is related to learners defined on Wikipedia. System quality, knowledge or information quality, system use, and learners’ satisfaction of e-Portfolio platform were investigated after applying WKRS. The samples of this study are 100 students. Experimental results showed that e-Portfolio using plug-in WKRS could enhance the learners’ satisfaction, and the use of e-Portfolio system. In addition, according to the characteristics of adaptability of WKRS, most of the participants perceived that the e-Portfolio system can provide more accurate and higher knowledge or information quality.

關鍵字(中)

★ 學習者滿意度
★ 知識推薦
★ 維基百科
★ 數位化學習歷程檔

關鍵字(英)

★ e-Portfolio
★ Wikipedia
★ Knowledge Recommendation
★ Learners’ Satisfaction

論文目次

摘要 i
ABSTRACT ii
誌謝 iii
目錄 iv
圖目錄 vi
表目錄 vii
1. Introduction 1
2. Literature review 4
2.1 The application and the development process of e-Portfolio 4
2.2 e-Portfolio and personal knowledge management 6
2.3 Information and Knowledge Success Model 7
3. Hypothesis 10
4. Wikipedia knowledge recommendation system 13
4.1 System Architecture 13
4.2 System Demo 15
5. Method 19
5.1 Participants and subject 19
5.2 Research procedure 19
5.3 Research tools 23
6. Result 27
6.1 Reliability analysis and Validity analysis 27
6.2 Results of questionnaire analysis 27
6.3 Pearson correlation analysis 28
6.4 Hypothesis testing 33
7. Discussion 35
7.1 Influences of WKRS on system quality, knowledge or information, system use and learners’ satisfaction 35
7.2 Influences of the system quality and knowledge or information quality on learners’ satisfaction 38
7.2.1 Influences of the system quality on learners’ satisfaction 38
7.2.2 Influences of the knowledge or information quality on learners’ satisfaction 38
7.3 Influences of the system use on knowledge or information quality 39
8. Conclusions 41
Reference 43
Appendix A. Questionnaire items and sources 48
Appendix B: WKRS Algorithm 50
Appendix C: WKRS API 66

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指導教授

楊鎮華(Stephen Jennhwa Yang)

審核日期

2010-7-6

推文