1. Intelligent Database Systems Lab Presenter : CHANG, SHIH-JIE Authors : Shih-Hwa Liu*,Gwo-Guang Lee 2013.CE Using a concept map knowledge management system to enhance the learning of biology

2. Intelligent Database Systems Lab Outlines Motivation Objectives Methodology Experiments Conclusions Comments

3. Intelligent Database Systems Lab Motivation  The lack of information about how students categorize, reorganize, and link their perceived concepts, would result in teachers not understanding the learning of students with different cultures and backgrounds.

4. Intelligent Database Systems Lab Objectives The CMKMS can promote teaching activities step-by- step and improve effective student learning.

5. Intelligent Database Systems Lab Methodology Word frequency TF/IDF

6. Intelligent Database Systems Lab Methodology

7. Intelligent Database Systems Lab Experiments – Statistics method (1)ANOVA (2)Tukey’s HSD Test (3)McNemar test

8. Intelligent Database Systems Lab Experiments

9. Intelligent Database Systems Lab Experiments – ANOVA F ＝ (SSB/degree) ／ (SSW/degree ) ＝ 366.45/29.95 ＝ 12.24

10. Intelligent Database Systems Lab Experiments – Tukey’s HSD Test 合作個體無使用

11. Intelligent Database Systems Lab Experiments – McNemar test

12. Intelligent Database Systems Lab Two phase algorithm: Experiments – CHAMELEON Algorithm

13. Intelligent Database Systems Lab Experiments – CHAMELEON Algorithm

14. Intelligent Database Systems Lab Experiments– CHAMELEON Algorithm

15. Intelligent Database Systems Lab Experiments

16. Intelligent Database Systems Lab Experiments – Apriori Algorithm 啤酒尿布牛奶麵包 衣服 C1101101 C2110110 C3011000 C4111111 C5001101 A B Support(A  B)=3/5 =60% Confidence(A  B)=3/4 =75%

17. Intelligent Database Systems Lab Experiments – Apriori Algorithm

18. Intelligent Database Systems Lab Experiments – Apriori Algorithm ab=2/5 abc=1/5

19. Intelligent Database Systems Lab Experiments Apriori

20. Intelligent Database Systems Lab Conclusions –The CMKMS made a positive contribution to the teaching of biology and learning strategy for students. –This research offers a platform on which group brainstorming sessions can be structured, knowledge and values can be integrated, and a shared conceptual framework.

21. Intelligent Database Systems Lab Comments Advantages –The CMKMS enabled students to intuitively construct and organize their tacit knowledge. Applications –Concept Map, Learning biology