Intelligent Database Systems Lab Presenter : CHANG, SHIH-JIE Authors : Shih-Hwa Liu*,Gwo-Guang Lee...

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


Outlines

MotivationObjectivesMethodologyExperimentsConclusionsComments


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.


Objectives

• The CMKMS can promote teaching activities step-by-step and improve effective student learning.


Methodology

Word frequencyTF/IDF


Methodology


Experiments – Statistics method

(1) ANOVA(2) Tukey’s HSD Test(3) McNemar test


Experiments


Experiments – ANOVA

F ＝ (SSB/degree) ／ (SSW/degree)

＝ 366.45/29.95 ＝ 12.24


Experiments – Tukey’s HSD Test合作個體無使用


Experiments – McNemar test


Two phase algorithm:

Experiments – CHAMELEON Algorithm


Experiments – CHAMELEON Algorithm


Experiments– CHAMELEON Algorithm


Experiments


Experiments – Apriori Algorithm

啤酒尿布牛奶麵包衣服C1 1 0 1 1 0 1

C2 1 1 0 1 1 0

C3 0 1 1 0 0 0

C4 1 1 1 1 1 1

C5 0 0 1 1 0 1

A B

Support(AB)=3/5 =60%

Confidence(AB)=3/4 =75%


Experiments – Apriori Algorithm


Experiments – Apriori Algorithmab=2/5 abc=1/5


Experiments Apriori


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.


Comments• Advantages

– The CMKMS enabled students to intuitively construct and organize their tacit knowledge.

• Applications– Concept Map, Learning biology

Intelligent Database Systems Lab Presenter : CHANG, SHIH-JIE Authors : Shih-Hwa Liu*,Gwo-Guang Lee...

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