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Application of Geographical AES (Adaptive Education System) 授課教師 : 徐勝一教授 報告學生 : 王耀輝
Our Vision   ,[object Object],Source:2007 年兩岸四地中學史地課程研討會
Contract of Research Adaptive Education Geographical Education ICT in Education (2) (1) (3) (4)
What is ICT? ,[object Object],Source:  UNESCO Bangkok
ICT in Education(1/2) ,[object Object],[object Object],[object Object],[object Object]
ICT in Education (2/2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Adaptive Education(1/2) ,[object Object],[object Object],[object Object],[object Object],每個人都是獨特的自我,教師不該以單一教學法對待每一個學生。 ,[object Object],[object Object],[object Object],[object Object],多元智慧理論 ( multiple intelligences ):
Adaptive Education(2/2) ,[object Object],簡茂發   (1999) , 「人的教育」之省思
Therefore, we need to ,[object Object],[object Object],[object Object],[object Object],[object Object]
Adaptive Geographical Education ,[object Object]
Geographical Education Model Source: 施添福, 1989 ,中學地理教學理論與實際 教學活動設計 實施教學 形成性與診斷性評量 總結性評量 學習情境與活動 單元技能教學目標 地理課程目標 單元地理教材 單元情意教學目標 單元認知教學目標
[object Object],[object Object],[object Object],[object Object],Adaptive representation and navigation  教學活動設計 實施教學 形成性與診斷性評量 總結性評量
ICT and Geographical Education(1) ,[object Object],[object Object]
ICT and Geographical Education(2) ,[object Object],[object Object],[object Object],Source:  ICT in Geography
ICT and Geographical Education(2) ,[object Object],[object Object],[object Object],[object Object]
But Seldom Geographi c al Education Researches deal with AES   ,[object Object],[object Object],[object Object]
Even Seldom on Assessment Source: Rutherford, 2002
Source: Rutherford, 2002
教學策略 ,[object Object],[object Object],[object Object],[object Object],[object Object]
Source: 曾憲雄, 2006
Practices from other subjects ,[object Object],[object Object],Possible Methods:  Fuzzy Logic ,  Genetic Algorithms  and  Decision Trees (DT)
Application of Fuzzy Logic ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
耐心度 (Patience) 分析 ,[object Object],[object Object],模糊推理法則 If  patience is  low  Then  record this status and  warn the student. If  patience is  average  Then  keep the current status. If  patience is  high  Then  keep the current status.
Result
Application of Evolutionary Computation ,[object Object],[object Object],[object Object],[object Object]
Take  Computer-Assisted Testing System  as Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source:Gwo-Jen Hwang et al.,2004
固定題數的試題配置問題   (Fixed Number of Test Items) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],指定鑑別度最大化 指定概念的最小出題比重 12 x 1  x 2  x 3  x 4   x 5  x 6  x 7  x 8  x 9  x 10 18 9 45 82 6 2 34 65 71
FNTI 的試題配置基因演算法   (1/3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
FNTI 的試題配置基因演算法   (2/3) ,[object Object],[object Object],[object Object],[object Object],[object Object],Cut point
FNTI 的試題配置基因演算法   (3/3) ,[object Object],[object Object],[object Object],Procedure: mutation  Begin for (m = 1, m ≤  q_num      k , m++){ Generate random number  r m  from discrete interval [0, 1] Generate random number  RC  from discrete interval [1, n] mutation function(P,  r m ,  RC )  } End 重覆 2~5 步驟,直到連續 10 代解無進步或已產生了 1500 代
Application of Decision Tree—Adaptive Assessment Source: 曾憲雄, 2005
Application of Decision Tree—Adaptive Tutoring Source:Ueno, 2005
Application of Decision Tree—Adaptive Tutoring Source:ibid
Application of Decision Tree—Adaptive Tutoring Source:ibid
Deconstruct Geographical Knowledge---Concept Mapping Source:  Flickr
Geomorphological Concept map Source: Ron Hoz  et al., 1997
Apply Concept mapping on  Diagnosis and  Adaptive Tutoring Addition of integers Positive integers Multiplication of integers Division of integers Subtraction of integers Negative integers Zero Prime numbers
Conceptual effect table (CET) e.g. C 3     C 4
Test item relationship table (TIRT) O: Not relevant  1: Very strongly relevant
Student answer sheet table (AST) O: The student has correctly answered the test item 1: The student failed to correctly answer the test item
Pathway of Remedial Instruction C 1 C 3 C 6 C 1 C 3 C 7 C 1 C 4 C 8 C 10 C 2 C 4 C 8 C 10 0.16 0.6 0.66 0.16 0.6 1 0.16 0.16 0 0 0 0.16 0 0 C 2 C 5 C 9 0 0.28 0 假設 θ 值為 0.3 ,代表我們對於某個概念之錯誤比率的最大容忍程度為 30  ,依上述原則,可得到補救學習路徑: PATH1 : C 3  C 6 PATH2 : C 3  C 7
Pathway of Remedial Instruction Addition of integers Positive integers Multiplication of integers Division of integers Subtraction of integers Negative integers Zero Prime numbers
Approach of using Concept mapping ,[object Object],[object Object],[object Object]
Research Opportunities   ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Supposed Workflow
The End

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