基於貝式網路分析法之學生評鑑模式

Student assessment model based on bayesian method

鄭乃塵(Cheng Nai-Chen)

指導教授 ： 劉晨鐘

元智大學/資訊學院/資訊工程學系/碩士(2004年)

摘要

隨著網際網路日益發達，網路學習己逐漸成為新的學習趨勢，在非同步遠距教學的環境中，因為無法直接面對面教學，使得當學生人數日益增加的時候，老師將很難掌握每個學生的狀況， 更難以利用其中隱含的資訊。本論文針對學生評鑑模式下，利用貝式定理進行分析，結合圖形結構，將學生針對作品的評鑑資訊建模，提供老師圖形化的觀察，並由系統分析推估其他學生或是學生其他的評鑑資訊。本研究主要在建置以學生歷程資訊為基礎之學生模型，並可應用至推薦、診斷、學生知識狀態的推估，以幫助教師教學提升學習成效。

關鍵字

貝式網路 ； 學生模式 ； 評鑑模式 ； 交互信息

並列摘要

With the advance of Internet technology, learning on-line has become one of the most common as well as popular ways to knowledge. However, in the environment of Asynchronous distance learning, it is difficult for teachers to have in hands all the students’ individual learning conditions and unrevealed information without face-to-face communication, especially when the numbers of students increase day by day. With the focus on student assessment model analyzed with Bayesian method, and the combining of graphic structure, this paper attempts to set up a system to model students’ assessment information, providing graphic vision to teachers, and moreover analyze and estimate other students’ assessment information (or their other assessment information). In short, this paper aims to build up a student model based on student portfolio, which can further apply to individual homework assignments, diagnoses of students’ learning problems, inference of students’ learning condition, and thus promotes teachers’ teaching performance.

並列關鍵字

bayesian network ； student model ； assessment model ； mutual information

參考文獻

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