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姓名 曾瑞敏(Jui-min Tseng)  查詢紙本館藏   畢業系所 網路學習科技研究所
論文名稱 學習者為中心的知識網路學習系統
(A learner-centered design supporting learning from the web of knowledge)
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摘要(中) 全球網際網路目前已成為學習者獲得知識的一個重要來源地。但是,學習者在使用網路進行相關資訊探索時可能遭遇到許多難題,因此本研究希望建置一個以資料探勘為基底之「學習者為中心的知識網路學習系統」(簡稱「學習者為中心系統」)來協助學習者解決在網路探索活動時所出現的問題。
「學習者為中心系統」主要是結合兩個工具,第一為概念圖,此工具用來幫助學習者管理相關知識、第二為一混合式的資訊過濾與資訊檢索技術,此技術用來幫助學習者處理龐大的資訊量,並找出隱藏在這些資訊量中重要的概念。為了評估此系統如何影響學習者進行網路搜尋,所以本研究實做一實證性研究,受試人員共30人(男15人、女15人),每位受試者分別參加各別兩次實驗.當受試者完成每次實驗後都會填寫相關實驗問卷。研究者藉由分析受試者在不同的兩次實驗環境下進行網路搜尋,所有的網路資訊搜尋行為,發現部分行為有所差異。研究者藉由回收受試者所填寫得實驗問卷進行相關網路搜尋策略向度分析,發現受試者使用「學習者為中心系統」比一般「線上搜尋系統」有較好的效率與成效。
摘要(英) WWW has been become the information places for learners to acquire knowledge. However, learners may encounter many difficulties while exploring the web. This study develops a learner-centered design supporting learning from the web of knowledge to help students to learn during exploring the web of knowledge.
The system combines concept map for knowledge management and a mechanism for filtering recommendation. To evaluate how and to what extent the system affects students in explorative learning; an empirical experiment with participants of 30 graduate students is conducted. Participants are randomly assigned in two scenarios and their searching process and results of questionnaires are analyzed. The result shows that the system may better benefit students to explore the web more efficiently and effectively than the group of participants without the system. The result also reveals that the participants’ exploring strategies may not vary with the implementation of different systems.
關鍵字(中) ★ 概念圖
★ 辭彙權重技術
★ 關聯法則
★ 網路搜尋
★ 知識網路
★ 內容過濾
關鍵字(英) ★ Concept map
★ TF-IDF
★ Collaborative-based filtering
★ Content-based filtering
★ Web searching
★ Association rules
★ Web of Knowledge
論文目次 摘要 i
Abstract ii
致謝 iii
表目錄 vi
圖目錄 vii
第1章 緒論 1
1-1 研究背景與動機 1
1-2 研究目的與問題 3
第2章 文獻探討 4
2-1 知識網路學習 4
2-2 推薦系統 5
2-3 學習者為中心系統 7
第3章 系統設計 9
3-1 學習者為中心的知識網路學習系統 10
3-2 概念推薦機制 15
3-3 概念圖 18
第4章 研究方法 25
4-1 研究對象 25
4-2 實驗流程 25
4-3 研究工具 26
4-3-1 ISI 線上知識庫系統(線上搜尋系統) 27
4-3-2 學習者為中心系統 28
4-3-3 網路資訊搜尋行為之錄影分析指標 28
4-3-4 網路資訊搜尋策略之實驗問卷 30
4-3-5 電腦螢幕側錄(Camtasia)軟體 31
4-4 資料收集與分析 32
4-4-1 網路資訊搜尋行為分析方法 32
4-4-2 網路資訊搜尋策略分析方法 35
4-4-3 事後訪談 35
第5章 實驗結果與討論 36
5-1 網路資訊搜尋行為分析與訪談 36
5-1-1 關鍵字搜尋次數 36
5-1-2 不同概念(關鍵字)次數 38
5-1-3 使用邏輯次數 39
5-1-4 重複搜尋策略次數 41
5-1-5 下載論文次數 42
5-1-6 報告引用論文次數 43
5-2 網路資訊搜尋策略問卷分析與訪談 44
5-2-1 行為領域 44
5-2-1-1 控制向度 46
5-2-1-2 迷失向度 47
5-2-2 程序領域 49
5-2-2-1 問題解決策略向度 50
5-2-3 後設認知領域 52
5-2-3-1 有意義的思考向度 53
5-2-3-2 評估向度 55
第6章 結論與建議 58
6-1 結論 58
6-2 研究限制 61
6-3 未來建議 61
參考文獻 62
附錄A 線上搜尋系統實驗注意事項 70
附錄B 學習者為中心系統實驗注意事項 71
附錄C 線上搜尋系統實驗問卷 72
附錄D 學習者為中心系統實驗問卷 74
參考文獻 中文部分
范姜士勳.(2008).“使用資料探勘輔助學習者探索大型資料庫—學習者經驗之研究”.國立中央大學網路學習科技所,未出版,中壢市。
英文部分
Adomavicius, G. , Sankarayanan, R. , Sen, S. & Tuzhilin, A.(2005). “Incorporating contextual information in recommender systems using a multidimensional approach”, ACM Transactions on Information Systems, 23, 103-145.
Agrawal, R., Imielinski, T., & Swami, A. (1993). “Mining association rules between sets of items in large databases [C]. ”, Proceedings of the ACM SIGMOD Conference on Management of Data, 216 .
Ahuja, J. S. & Webster, J.(2001). “Perceived disorientation: An examination of a new measure to assess web design effectiveness”. Interacting with Computers, 4, 15–29.
Baeza-Yates, R. & Ribeiro-Neto, B.(1999). “Modern Information Retrieval”, Addison-Wesley , Reading, MA .
Balabanovic, M. & Shoham, Y. (1997).“Fab: Content-Based, Collaborative Recommendation”, Communications of the ACM , 40.
Belkin, N. J. & Croft, W. B.(1992).“Information filtering and information retrieval: two sides of the same coin? ”,Communications of the ACM , 35, 29-38.
Billsus, D., Brunk, C. A., Evans, C., Gladish, B. & Pazzani, M.(2002).“Adaptive interfaces for ubiquitous Web access”, Communications of the ACM, 45.
Breese, J., Heckerman, D., and Kadie, C. (1998). “ Empirical Analysis of Predictive Algorithms for Collaborative Filtering”. In Proc. UAI 98, Madison, 43–52.
Buzan, T. (1994), “The MindMap Book: How To Use Radiant Thinking to Maximize Your Brain's Untapped Potential”, Penguin Group, New York.
Corredor, J. (2006). “General and domain-specific influence of prior knowledge on setting of goals and content use in museum websites. ”,Computers and Education, 47(2),207–212.
Dias, P., Gomes, M., & Correia, A. (1999). “Disorientation in hyperme-dia environments: Mechanisms to support navigation. ”Journal of Educational Computing Research, 20(2), 93–117.
DeStefano, D. & LeFevre, J. A. (2007). “Cognitive load in hypertext reading: A review”, Computers in Human Behavior, 23 , 1616–1641.
Fischer, G., & Ostwald, J. (2002). “Transcending the information given: Designing learning environments for informed participation. ”Computers in Education, Proceedings. International Conference , 378-381.
Foltz, P. W. , & Dumais, S. T.(1992).“Personalized information delivery: an analysis of information filtering methods”, Communications of the ACM, 35, 51–60.
Gaines, B. R. & G.Shaw, M. L.(1995). “Concept maps as hypermedia components”, International Journal of Human – Computer Studies, 43 , 323–361.
Good, N., Schafer, J. B., Konstan, J. A., Borchers, A., Sarwar, B., Herlocker, J., & Riedl, J. (1999), "Combining collaborative filtering with personal agents for better recommendations", in Proceedings of The Sixteenth National Conference on Artificial Intelligence (AAAI-99), Orlando, Florida, The MIT Press, 439–446.
Herlocker, J., Konstan, J. A., Borchers, A., and Riedl,J(1999) . " An Algorithmic Framework for Performing Collaborative Filtering. " .In Proc. SIGIR 99, Berkeley, 230–237
Hohl , H. , Bocker, H. D. & Gunzenhauser, R. (1996). “Hypadapter: An Adaptive Hypertext System for Exploratory Learning and Programming”, User Modeling and User-Adapted Interaction, 6, 131-156.
Hsu, M. H.(2008). “A personalized English learning recommender system for EFLs”, Expert Systems with Applications, 34, 683–688.
Hubscher, R. & Puntabekar, S. (2001).“Navigation Support for learners in hypertext systems: is more indeed better? ” , in Moore J., Redfield, C. L. and Lewis J. W. (Eds). Proceedings of the 10th Conference on Artificial Intelligence in Education, San Antonio, Texas, IOS Press, 13-20.
Jackson, S. L. , Stratford, S. J. Krajcik, J. & Soloway, E.(1996). “ A learner-centered tool for students building models”, Communications of the ACM, 39.
Jonassen, D. H. , Howland, J. , Moore, J. & Marra, R. M.(2003).“Learning to solve problems with technology: A constructivist perspective”, 2nd. Ed. Columbus, OH: Merrill/Prentice-Hall.
Kim, K. S. & Allen, B.(2002).“ Cognitive and task influences on Web searching”, JASIST, 52, 109-119.
Kinchin, I. & Hay, D. (2005).“Using concept maps to optimize the composition of collaborative student groups: A pilot study”, Journal of Advanced Nursing, 51, 182-187.
Lee, Y.J. (2005). “Facilitating Web Search with Visualization and Data Mining Techniques [Electronic version] ”. Knowledge and Information Visualization , 326-342.
Linden, G., Smith, B. &York, J.(2003).
“Amazon.comrecommendations:item-to-itemcollaborativefiltering”, IEEE Internet Computing:IndustryReport, http://dsonline.computer.org/0301/d/w1lind.htm.
Liu, C.-C., Chiang, S.-H., Chou, C.-Y. & Chen, S.-Y. (2010). “Knowledge exploration with concept association techniques. ” Online Information Review, 34(5), 786-805.
Liu, C. C., Don, P. H., and Tsai, C. M. (2005), "Assessment based on linkage patterns in concept maps", Journal of Information Science and Engineering (E-Learning Special Issue), 21 ( 5), 873-890.
Madrid, R. I., Oostendorp , H. V. & P.Melguizo, M. C.(2009).“The effects of the number of links and navigation support on cognitive load and learning with hypertext: The mediating role of reading order”, Computers in Human Behavior, 25, 66-75.
March, T. (1998). “WebQuests for learning: Why WebQuests? ” . Retrieved on June, 25, 2010, from http://tommarch.com/writings/intro_wq.php
McNee, S., Riedl, J. & Konstan, J.A.(2006), "Being accurate is not enough: how accuracy metrics have hurt recommender systems", in the Extended Abstracts of the ACM Conference on Human Factors in Computing Systems, 1097-1101.
Mooney, R. J. & Roy, L.(2000). “Content-based book recommending using learning for text categorization”, In Proceedings of digital libraries , 195–204. San Antonio, TX.
Novak, J. D. & Gowin, D. B.(1984).“Learning how to learn,” New York: Cambridge University.
Ntoulas, A., Cho, J. & Olston, C.(2004).“What’s new on the web? The evolution of the web from a search engine perspective. ”,In 13th WWW, 1–12.
Nunnally, J. C. (1978). Psychometric theory (2nd ed.). New York: Mc-Graw-Hill.
Ouyang, Y. & Zhu, M.(2008). “eLORM: learning object relationship mining-based repository”, Online Information Review, 32, 254-265.
Quintana, C., Krajcik, J. & Soloway, E.(2003). “Issues and Approaches for Developing Learner-Centered Technology”, Advances in Computers, 57, 271-321.
Rockland, S. M. &. Greene, B. A.(2000).“Project-based learning with the World Wide Web: A qualitative study of resource integration”, Educational Technology Research & Development, 48, 45-67.
Salton, G., Wong, A., & Yang, C. S. (1975). "A vector space model for automatic indexing", Communications of The ACM, 18 (11), 613-620.
Savolainen, R. & Kari, J.(2006).“Facing and bridging gaps in Web searching. ”, Information Processing and Management, 42 , 519–537.
Soloway, E. ,Guzdial,M . & Hay, K. E.(1994).“Learner-centered design: The challenge for human computer interaction in the 21st century. Interactions”, 1, 36 - 48.
Svensson, M. , Laaksolahti, J. ,Ho¨o¨k ,K. & Waern, A.(2000). “ A recipe based on-line food store”, In Proceedings of IUI , 260–263,
Tang, T. Y. (2008), "The design and study of pedagogical paper recommendation", Ph.D. thesis, University of Saskatchewan, Saskatchewan Canada.
Tsai, M. J. (2009).“Online Information Searching Strategy Inventory (OISSI): A quick version and a complete version”, Computers & Education, 53 , 473–483.
Tseng, M.-J., Chang, C.-J. & Liu, C.-C.(2011). “A learner-centered recommendation system to support learning from the web of knowledge.” Global Chinese Conference on Computers in Education.
Torres, R., McNee, S. M. , Abel, M., Konstan,J. A. & Riedl, J. (2004).“Enhancing digital libraries with TechLens”, in Proceedings of IEEE/ACM Joint Conference on Digital Libraries, Tucson Arizona, ACM Press, 228-236.
Walraven, A., Brand-gruwel, A., & Boshuizen, P. A. H. (2008).“Information-problem solving: A review of problems students encounter and instructional solutions. ”Computers in Human Behavior, 24(3), 623–648.
Walraven, A., Brand-Gruwel, S., & Boshuizen, H. P. A. (2009). “How students evaluate information and sources when searching the World Wide Web for information. ”Computers and Education, 52, 234–246.
Wilson, B. & Lowry, M. (2000). Constructivist Learning on the Web. In The Strategic Use of Learning Technologies. New Directions for Adult and Continuing Education, 88, 79-88.
Woodruff, A. , Gossweiler, R. , Pitkow, J. , Chi,E. & Card, S. (2000).“Enhancing a digital book with a reading recommender”, in Proceedings of ACM Conference on Human Factors in Computing Systems, The Hague, The Netherlands, ACM Press, 153- 160.
Wood, D. , Bruner,J. S. & Ross, G.(1976).“The role of tutoring in problem-solving. “ , Journal of Child Psychology and Psychiatry, 17, 89–100.
Yu, M. N.(1990).“Meaningful learning–Research on cognitive mapping”, 1st ed., Taipei: Shang-Ting (In Chinese).
指導教授 劉晨鐘(Chen-Chung Liu) 審核日期 2011-7-27
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