應用自然語言處理技術開發基於知識翻新理論之線上非同步合作論證平台與平台初步評估

NCUIR > College of Electrical Engineering & Computer Science > Graduate Institute of Network Learning Technology > Electronic Thesis & Dissertation > Item 987654321/81411

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/81411

Title:	應用自然語言處理技術開發基於知識翻新理論之線上非同步合作論證平台與平台初步評估
Authors:	王君善;Wang, Chun-Shan
Contributors:	網路學習科技研究所
Keywords:	自然語言技術;知識翻新理論;合作論證;線上非同步合作論證;NLP;Knowledge Building Theory;Collaborative Argumentation;Online Asynchronous Collaborative Argumentation
Date:	2019-07-12
Issue Date:	2019-09-03 15:52:11 (UTC+8)
Publisher:	國立中央大學
Abstract:	隨著科技與社會的蓬勃發展，我們面對的問題也日益複雜，這些問題龐大且難以靠個人的努力進行解決，為此研製線上非同步合作論證系統來推動學生學習論證與團隊技巧。為了系統能引導學生正確論證或警示錯誤論證行為，本論文使用NLP技術研發言論與行為分析功能，進而促進團隊意識凝聚與進行良性討論，提升團隊解決問題的能力，主要設計有包含合作論證鷹架、言論分析、情緒分析等，協助使用者進行合作論證活動，並以該系統做為討論環境舉辦合作論證活動，讓學習者在本平台上探討社會上爭論已久的重大議題，透過各功能與鷹架的建置，引導使用者以合作、聚焦、友善的方式刺激成員針對「想法」進行意見交流。在活動結束後我們邀請使用者針對系統整體的知覺有用度、知覺易用度、使用意願與工具有用度等面向進行問卷調查，該活動共邀請41位高中學生來參與此活動並針對系統與其功能進行想法反饋。從研究結果顯示學生經歷合作論證活動後，學生對於合作論證平台的知覺有用度、知覺易用度、使用意願與工具有用度等面向皆為正向。並期望未來研究者能透過本次系統評估及學生給予之使用意見與回饋，在未來進一步的發展此系統。;To improve students’ collaborative argumentation ability, this study aims to develop an asynchronous collaborative argumentation system (ASCLAS). In ASCLAS, the sentence and behavior analyses feature with natural language processing (NLP) technology are used, so that the system can guide students to correctly discuss or warn wrong behavior, thereby promoting team awareness and improve the team′s ability to solve problems. After completing the development of the ASCLAS, a total of 41 high school students were invited to participate in the system evolution, and this study also collected feedbacks about system and functions from them. During system evolution, the students were asked to use the ASCLAS for collaborative argumentation and then they were asked to complete the questionnaire survey focusing on the system′s overall perceived usefulness, perceived ease of use, willingness to use and tool usefulness. The students expressed positive experiences on the perceived usefulness, perceived ease of use, willingness to use and tool usefulness. Directions for future research and system improvement were also discussed based on the students’ feedbacks.
Appears in Collections:	[Graduate Institute of Network Learning Technology] Electronic Thesis & Dissertation

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