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Group Formation Using Shortest Path Approach - UUM Electronic Theses and Dissertation [eTheses]

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GROUP FORMATION USING SHORTE1ST PATH APPROACH

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ONCHAYA KHONGKAEW

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GROUP FORMATION USING SH0RT:EST PATH APPROACH

. . .

X I

A thesis submitted to the Graduate School in partial fulfillment of the requirement for the degree Master of Science (Information Technology)

University Utara Malaysia BY

Onchaya Khongkae,w

0 Onchaya Khongkaew, 2004. All rights reserved

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JABATAN HAL EHWAL AKADEMIK (Department of Academic Affairs)

U n i v e r s i t i Utara M a l a y s i a

PERAKUAN KERJA KERTAS P R O J E K (Certificate of Project Paper)

Saya, yang bertandatangan, memperakukan bahalva (I, the undersigned, certify that)

ONCHAYA KHONGKAEW

calon u n t u k I j a z a h

(candidate f o r the degree of) MSc. (IT]

telah mengemukakan ker tas projek yang bertzjxk (kas presented his/ h e r projeci paper of the foliowing ii:Lts!

. .

GROUP FOfiMATION USING SHORTEST PATH APPROACH

seperti y a n g tercata: di muka surat tajuk dan kulit kertas projek (as it appears on. ;he title page ond front cover of project paper)

ha!hw.-a Irer+,as prajek tersebiit Scleh cliterima d x i s e g beEtuk serta kandunzar, dan meliputi Sidang ilmu dengsn memuaskan.

(that t h e project paper acce9table in form and content, a n d that a satisfac:oq kr,oz&2!,‘cr’yt: of ;:7c ,filed c0;*2red b3 t f 7 D pvC_:L.C_.t pcx?o’-,’

Nama Penyelia Utama

(Name ofnlain Supem-sor): EN. ZH4hIRI CHE AN1

Tandatangan (Signature)

Tarikh (Date)

I

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GRADUATE SCHOOL UNIVERSITI UTARA M'4LAYSIA

PERMISSION TO IJSE

In presenting this thesis in partial fulfillment of the requirements for a post graduate degree from Universiti Utara Malaysia, I agree that the University Library may take it freely available for inspection. I further agree that permission for copying of this thesis in any manner, in whole or part, for scholarly purpose may be granted by my supervisor(s) or, in their absence, by the Dean of the Graduate School, It is understood that any copying or publication or use of this thesis or parts thereof for financial gain shall not be allowed without my written permission. It is also understood that due recognition shall be given to me and to Universiti Utara Malaysia for any scholarly use which may be made sof any material my thesis.

Requests for permission to copy or to make other use of materials in this thesis, in whole or in part, should be addressed to:

Dean of Graduate School Universiti Utara Malaysia

06010 UIJM Siritok Kedah Darul A.man

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ABSTRACT

Group work is becoming more important in education. Working in groups give students the ability to share ideas, to enhance problem solving skills and to improve communication skills. Thus, group formation becomes a crucial issue in order to increase group capability. However in UUM, several colleges are located remotely and majority of the students do not own personal transport. These create constraints for group meetings and it will effect the group performance. Therefore, this paper proposes method for identifying groups using shortest path approach and we hope this approach is useful for lecturers who have a large class. We also believe that the approach can be integrated with other existing methods in group formation.

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ACKNOWLEDGEMENTS

This thesis would not be possible if it were not for the support and guidance from my supervisors, Mr. Zhamri Che Ani. I would very imuch like to express my deepest gratitude and sincerest appreciation to him for his invaluable guidance, supervision and constant encouragement throughout this study.

I would especially like to thank Ketsarin Sae-sim for her courage and Chuthathip Srisuwan for her alertness to answer my every question.

Finally, I am forever indebted to my Khongkaew fa.mily, Mr. Jaran, Mrs. Kanya, and Mr. Aekasit for their understanding, endless patience and encouragement when it was most required.

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TABLE OF CONTENT

Page PERMISSION TO USE

ABSTRACT (ENGLISH) ACKNOWLEDGMENTS TABLE OF CONTENTS LIST OF TABLES LIST OF FIGURES

CHAPTERONE : INTRODUCTION 1.1 Background of the study

1.2 Problem statement 1.3 Objectives

1.4 Scope of the study 1.5 Significance of the study 1.6 Summary

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iv vii

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CHAPTERTWO : LITERATURE REVIEW

2.1 Overview of Group 8

2.2 Overview of Group Formation 12

2.2.1 Methods in group formation 13

2.2.2 Important criteria in group formation 16 2.3 Previous researches on group formation system development 19 2.4 Overview of Shortest Path

2.5 Summary

22 23

iv

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CHAPTER THREE : METHODOLOGY 3.1

3.2

Identifying the distance among all the colleges Converting UUM map to graph characteristic according to shortest path method

Applying shortest path algorithm in group formation 3.3

3.4 Verifying the result 3.5 Functional requirement 3.6 Summary

CHAPTER FOUR : FINDING RESULTS AND DISCUSSION 4.1 Finding the potential group

4.2 The potential group 4.3 Verifying the result 4.4 Discussion

4.5 Summary

26

28 29 32 33 36

37 40 41 42 43

CHAPTER FIVE : CONCLUSION AND RECCOMENDATION

5.1 Conclusion

5.2 Problems and limitation 5.3 Recommendations 5.4 Summary

44 46 46 47

REFERENCES 48

APPENDIX

Appendix A : Feature of Student group Formation System 52

V

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LIST OF TABLES

Table No.

1.1 2.1 2.2

2.3 3.1 3.2 3.3 3.4 3.5 3.6 4.1 4.2 4.3 4.4 4.5

Name of Table Page No.

Colleges in UUM 3

The Group Development Stages of Tuckman and Jesen (1 997) 1 1 The advantages and disadvantages of each method in

group formation

Previous researches on group formation system development Distances connecting pairs of colleges

Detail of Shortest paths among all the colleges Shortest paths among all the colleges: (in meter) Functional requirement

Definition for actor Definition for Use case

The number of student in each college Number of remain student in each college Distance between two colleges

Potential Groups

Comparison the distance of potential group with each case

15 19 27 31 32 40 34 35 37 38 39 41 42

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LIST OF FIGURES

Figure No. Name of Figure 2.1

3.1 3.2 3.3 3.4 3.5 3.6 4.1

Finding the shortest paths from a starting node Number of students in each college

Research methodology steps Map of UUM

Graph of UUM colleges and distance

Finding shortest paths and distances from A to E Use case diagram for student group hrmation system Steps for generating student group in. Testing and Software Quality Assurance course

Page No.

23 24 25 26 28 30 34

40

vii

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The contents of the thesis is for

internal user

only

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