Research Methodology Part I - csperson.kku.ac.th · Research Methodology Part I: Problem Statement, Related Work, Objective and Conceptual Framework Chakchai So-In, Ph.D. Department

Post on 14-Aug-2019

243 Views

Category:

Documents

0 Downloads

Preview:

Click to see full reader

Transcript

Research Methodology Part I:Research Methodology Part I:Problem Statement, Related Work,Problem Statement, Related Work,

Objective and Conceptual FrameworkObjective and Conceptual FrameworkChakchai So-In, Ph.D.

Department of Computer Science

1-1©2013 Chakchai So-InCS 322 391Khon Kaen University

Department of Computer ScienceFaculty of Science, Khon Kaen University

123 Mitaparb Rd., Naimaung, Maung, Khon Kaen, 40002 Thailand

chakso@kku.ac.th

http://web.kku.ac.th/chakso/322391_Fall13/

322 391322 391: Research Methodology: Research Methodology� 4565789:;5<=>?=@8ABCD8AEF;4G6CD8AHI;89J (Knowledge) 95=E6MD5=8E

=8EDNJ<O/=8EP78QCERR85� 9:;5<=>?=@8ST;AB=8EU<V58P<=@6 (Skills) 95=8EWX=YZNM<[N[8A

=E6MD5=8E=8EDNJ<O/=8EP78QCERR85� 9:;5<=>?=@8\8A8E]U<V58I;^H\5^DNJ<O/QCER=8E (Project Proposal)

� :G<==8E4G6H:[_`G

1-2©2013 Chakchai So-InCS 322 391Khon Kaen University

� :G<==8E4G6H:[_`G� D<[]_YE6\RCa� DEEb=EEAPBcH=BcODI;^R� DNdBT78H5N5R85� =8EDNHCE86:ae8UEDAI^RQCERR85� I^MHI[I^RQCERR85� H^=\8E ;8R NR

322 391322 391: Research Methodology (Cont.): Research Methodology (Cont.)� 9:;5<=>?=@8\8A8E]DNHCE86:a4G6^^=4MME6MMST;PBc]F=[;^R� 9:;5<=>?=@8ST;ABCD8AEF;95=8EPT\^ME6MMST;^Of8R]F=[;^R� 9:;5<=>?=@8PE8M]?RA8EO8P4G6JEEO8MEEb95=8EP78DNJ<O/QCER=8E� 9:;5<=>?=@8\8A8E]J<TP78E8OR85=8EDNJ<O/QCER=8EST;^Of8R]F=[;^R� 9:;5<=>?=@8\8A8E]578H\5^`G=8EDNJ<O/QCER=8EST;^Of8R]F=[;^R

1-3©2013 Chakchai So-InCS 322 391Khon Kaen University

Contact and Office HourContact and Office Hour� Instructor:

� `>.TE. J<=Eh<O Q\ N5PEa; e-mail: chakso@kku.ac.th; Sc.6706� TE. \8OO<m \8OO>; e-mail: saiyan@kku.ac.th; Sc.6305� TE. \_Abo8 H=@ADNG8>; e-mail: sumkas@kku.ac.th; Sc.6325C� TE. 5<5Pa5e<\ HMmJA8>; e-mail: nunnapus@kku.ac.th; Sc.6325A

1-4©2013 Chakchai So-InCS 322 391Khon Kaen University

TE. 5<5Pa5e<\ HMmJA8>; e-mail: nunnapus@kku.ac.th; Sc.6325A� TE. A<GGN=8 D<V56; e-mail: monlwa@kku.ac.th; Sc.6325B

� Office Hours: email me for appointment� Location:

� Section I = Sunday 09.00am-12.00pm @8305� Section II = Sunday 13.00pm-16.00pm @8305

Contact and Office Hour (Cont.)Contact and Office Hour (Cont.)� Course Website

� http://202.28.94.53/lms/� Facebook: = All of you MUST join

� https://www.facebook.com/groups/513242062108546/� Class Material: Will be posted on facebook or website

1-5©2013 Chakchai So-InCS 322 391Khon Kaen University

Class Material: Will be posted on facebook or website� Course Description: http://web.kku.ac.th/chakso/NSC/rm_2013.pdf� Teaching Assistance:

� 58OUNHh@ D6O6G_5; e-mail: vayalun@gmail.com � Research/Project-based Learning Style = 1-3 students/group

Grading (Tentative)Grading (Tentative)� Midterm Exam (presentation+report) 30%� Final Exam (presentation+report) 35%� Homework + Lab + Quiz + Class Participation 35%� Time Management

� Average 12 Hrs/week/person on project

1-6©2013 Chakchai So-InCS 322 391Khon Kaen University

Average 12 Hrs/week/person on project � Average 9 Hrs/week/person on class

� Grading (to be announced but A > 80% and F < 50% )� Class Absent > 9 hours (not allow to take an exam)� Late > 10 mins = Class Absent

References [Accessed on References [Accessed on 1010//1010//20132013]]� AbBm8 \_E8h 4G6 `>.TE.\Ah8O DE=NJH=@A\=_G, �=E^M45DCNT95=8E

DNJ<O 4G6 QCEREf8R=8EDNJ<O� � E>.TE.em. =<mmT8 ^5_DR>a, �CD8AEF;U��5�85T;85=8EDNJ<O�� `>.TE.YE<hm5<5Pa 5NG\_I, �HPC5NC=8E[<�Rh�c^DNPO85NU5da�� E>.TE.T_@�B QOH:G8, �=8EPMPD5H^=\8E4G6R85DNJ<OPBcH=BcODI;^R�� TE. ^eNh<O >EBHA�^R, �=8E>?=@8DNJ<O �

1-7©2013 Chakchai So-InCS 322 391Khon Kaen University

� TE. ^eNh<O >EBHA�^R, �=8E>?=@8DNJ<O �� Wittaya Tanaree, �CD8AEF;HM��^R[;5H=BcOD=<M=8EDNJ<O,� �EFY4MM=8EDNJ<O,�

�=8EHG�^=YE6HT�5Y�m:895=8EDNJ<O� � Other materials from Google search engine.

456578R85DNJ<O456578R85DNJ<O

1-8©2013 Chakchai So-InCS 322 391Khon Kaen University

456578R85DNJ<O456578R85DNJ<O

DNJ<O DNJ<O ((C7858AC7858A))� =8E\6\A :E�^=8EEDMEDA� =8EC;5CD;8HU�c^:8I;^AFG^Of8R]Bc];D5[8A:G<=DNh8� H\86:8 HU�c^\8DGRG?=95HE�c^RPBc^O8=EF;� =8EC;5CD;8HU�c^:8I;^AFG^Of8R]Bc];D5[8A:G<=DNh8=8E :E�^[ER=<MC7895

e8@8 <R=�@ C�^ �Research (UJ585_=EA� ����)� =E6MD5=8E4\DR:8CD8AEF;9:Af :E�^=E6MD5=8EYE6TN@�aCNTC;5\NcRPBcABC_b

1-9©2013 Chakchai So-InCS 322 391Khon Kaen University

� =E6MD5=8E4\DR:8CD8AEF;9:Af :E�^=E6MD5=8EYE6TN@�aCNTC;5\NcRPBcABC_b Cf8QTO9h;=E6MD5=8EP8RDNPO8>8\[Ea

E6HMBOMDNdB=8EDNJ<O C�^^6SEE6HMBOMDNdB=8EDNJ<O C�^^6SE� E6HMBOMDNdB=8EDNJ<O C�^ I<�5[^5I^R=8EP78DNJ<O HU�c^9:;ST;C78[^MPBc[;^R=8E� J6[;^RHY�5DNdB=8EPBcABEFY4MM ABCD8Ah<THJ5 5f8Hh�c^]�^� =8EDNHCE86:aPBcHY�5SY45DP8RDNPO8>8\[Ea HY�5SY[8A:G<=[EE=6 QTOAB

H:[_`GE^RE<M \5<M\5_5 CD8AHY�5=G8R O?T]�^95I;^AFG \NcRPBcH=NT`GJ8==8EDNJ<O SAf578Cf85NOA:E�^CD8AH:�5\fD5[<DHI;8SYO_fRH=BcOD=<M`G=8E>?=@8

� `F;DNJ<O[;^RO?T]�^E6HMBOMDNdB=8EDNJ<O

1-10©2013 Chakchai So-InCS 322 391Khon Kaen University

� `F;DNJ<O[;^RO?T]�^E6HMBOMDNdB=8EDNJ<O

DNdB=8EDNJ<O95DNPO8>8\[EadEEAh8[NDNdB=8EDNJ<O95DNPO8>8\[EadEEAh8[N� CD8A^O8=EF;HU�c^[;^R=8EC78[^M95YE8=Z=8Eba[f8R� I^RdEEAh8[N� YE8=Z=8EbadEEAh8[NHY�5SY[8A:G<=H:[_4G6`G (cause and effect) C�^

H:[_J6578SY\Ff`G X Y

� \NcRPBc=f^9:;H=NT`G:E�^ST;E<M`GHEBO=Df8[<D4YE (Factor) [<D4YE[;5ABCD8AHY�5 N\E6 (independent) SAf <54YE [<D4YEPBc`<54YEC�^[<D4YE[8A HY�5 N\E6 (independent) SAf <54YE [<D4YEPBc`<54YEC�^[<D4YE[8A (variable)

� =8E>?=@8DNJ<OP8RDNPO8>8\[Ea HY�5=8E:8 CD8A\<AU<5daE6:Df8R[<D4YE 4G6^dNM8O`G

� =8EDNJ<O95P8RDNPO8>8\[Ea HY�5=8EDNJ<O95 HhNRYENA8b (Quantitative) C�^AB=8E9h;Cf8\]N[N [<DHGI95=8EDNHCE86:a :8Cf8CD8A\<AU<5da E6:Df8R[<D4YE 4G6^eNYE8O`G

DNdB=8EDNJ<O95P8R\<RCA>8\[Ea DNdB=8EDNJ<O95P8R\<RCA>8\[Ea � HY�5=8E4\DR:8CD8AEF;P8RT;85\<RCA 578CD8AEF;SY9h;95=8E4=;SIY�m:8

\<RCA� HU�c^9:;DNdB=8E>?=@8 4G6`G=8E>?=@8 ABCD8A5f8Hh�c^]�^ J?RST;578E6HMBOM

DNdB=8EDNJ<O[8A45DP8RDNPO8>8\[Ea A89h;95=8EDNJ<OP8R\<RCA>8\[Ea :G<=H:[_4G6`G (cause and effect) C�^ H:[_J6578SY\Ff`G

� =8E>?=@8DNJ<O95P8R\<RCA>8\[Ea SAf^8JJ6HGBO54MM:E�^9h;DNdB=8E>?=@8[8A45DP8RDNPO8>8\[EadEEAh8[NST;^Of8R\AMFEba 100 % HUE86\<RCAAB[8A45DP8RDNPO8>8\[EadEEAh8[NST;^Of8R\AMFEba 100 % HUE86\<RCAABCD8A�<M�;^5 AB[<D4YEPBc:G8=:G8O HY�5=8E>?=@8H=BcOD=<MA5_@Oa �?cRSAf^8JJ6CDMC_AT;85[<D4YEST;

� =8E57845DP8R=8E>?=@8DNJ<ODNPO8>8\[EaA8>?=@8U�[N=EEAA5_@Oa HEBO=Df8 45DP8R=8E>?=@895HhNRU�[N=EEA >8\[Ea (Behavioral Science) AB=8E^dNM8O U�[N=EEAA5_@Oa 95G<=@b6=8E:8CD8A \<AU<5daE6:Df8R[<D4YE

DNdB=8EDNJ<O95P8R\<RCA>8\[Ea DNdB=8EDNJ<O95P8R\<RCA>8\[Ea (([f^[f^))� H5�c^RJ8=95P8R\<RCA>8\[Ea HY�5=8E>?=@8H=BcOD=<MA5_@Oa =8E578

45DP8RDNPO8>8\[EadEEAh8[NA89h;95=8E>?=@8U�[N=EEAA5_@Oa ^8JJ6ST;`GSAf[ER=<MCD8AHY�5JENR (HUE86A5_@Oa ABJN[9J E<= QGe Q=Ed :GR ^C[N G78H BOR T<R5<�5 `G=8EDNJ<O^8JJ6SAf]F=[;^R 4G6P789:;SAf5f8Hh�c^]�^)

� 45DP8R=8E>?=@8PBcJ6P78CD8AHI;89JU�[N=EEA:E�^\<RCAA5_@Oa J?RABEFY4MMPBcHEBO=Df8 =8EDNJ<O95HhNRC_be8U HY�5=8E>?=@895G<=@b6=8EAB

1-13©2013 Chakchai So-InCS 322 391Khon Kaen University

EFY4MMPBcHEBO=Df8 =8EDNJ<O95HhNRC_be8U HY�5=8E>?=@895G<=@b6=8EAB\fD5EfDA =8E\<RH=[ =8EDNHCE86:a[BCD8AI;^AFGJ8=H^=\8E:E�^U�[N=EEAA5_@Oa 9h;\]N[NI;^AFG[<DHGIA8\5<M\5_5M;8R 4[fSAfST;:8CD8A\<AU<5daE6:Df8R[<D4YE4MMDNJ<OHhNRYENA8b

� =8EDNJ<OPBcTB CDEABG<=@b6PBc\78C<m T<R5B�� 1. HY�5=8EC;5CD;8PBc[;^R^8><OCD8AEF; CD8Ah7858m

4G6CD8AABE6MM� 2. HY�5R85PBcABH:[_`G4G6ABHY�8:A8O� 3. J6[;^RABHCE�c^RA�^ :E�^HPC5NC95=8EH=�MEDMEDAI;^AFGPBcABCD8A

HPBcOR[ER4G6Hh�c^]�^ST;

G<=@b6I^R=8EDNJ<OG<=@b6I^R=8EDNJ<O

1-14©2013 Chakchai So-InCS 322 391Khon Kaen University

HPBcOR[ER4G6Hh�c^]�^ST;� 4. J6[;^RAB=8EEDMEDAI;^AFG9:Af4G6ST;CD8AEF;9:Af� 5. HY�5=8E>?=@8C;5CD;8PBcA_fR:8I;^HP�JJENR HU�c^9h;^dNM8OYE8=Z=8Eba

:E�^U<V58 =�H=boaP�@�B :E�^[EDJ\^MP�@�B :E�^HU�c^UO8=EbaYE8=Z=8Eba[f8R � :E�^ HU�c^D8R5<OP<cDSY:E�^HU�c^4=;Y�m:8[f8R �

� 6. [;^R^8><OCD8AHUBOEUO8O8A CD8A��c^\<[Oa =G;8:8m� 7. J6[;^RAB=8EM<5P?= 4G6HIBO5E8OR85=8EDNJ<O^Of8RE6A<TE6D<R

G<=@b6I^R=8EDNJ<O G<=@b6I^R=8EDNJ<O (([f^[f^))� G<=@b6M8RYE6=8EPBcSAf9hf=8EDNJ<O

� 1. =8EPBc5N\N[ 5<=>?=@8 SY>?=@8M8RHE�c^RJ8=H^=\8E [78E8 D8E\8E 4G;D578H^8I;^CD8A[f8R� A8[<T[f^=<5

� 2. =8EC;5UM (Discovery) QTOP<cDSY Hhf5 5<cRCNT4G;DST;C78[^MSAf9hf=8EDNJ<O HUE86=8EC;5UMSAfABE6MM 4G6DNdBPBc[;^R]F=[;^R ^8JH=NTI?�5QTOSAfST;[<�R9J

1-15©2013 Chakchai So-InCS 322 391Khon Kaen University

QTOSAfST;[<�R9J� 3. =8EEDMEDAI;^AFG 578A8J<THI;8[8E8R�?cR^8JHY�5YE6QOh5a95=8E

[<T\N59J� 4. =8EPTG^RYZNM<[N=8E [8ACFfA�^PBc456578SD;

YE6QOh5aI^R=8EDNJ<OYE6QOh5aI^R=8EDNJ<O� 578SY\FfDNPO8=8E9:Af� P<�RP8RP�@ZB 4G6YZNM<[N� J6hfDO9:;HI;89JYE8=Z=8Eba 4G6U�[N=EEA[f8R� TBI?�5� 578A89h;4=;Y�m:8ST;]F=[;^R 4G6ABYE6\NPdNe8UONcRI?�5=Df8=8EC8TC6H5

4MM\8A<m\785?=� 578A89h;95=8ED8R4`54G6=78:5T5QOM8OE6T<M[f8R� � J6\8A8E][^MI;^C78]8APBcO<RCG_AHCE�^9:;=E6Jf8RONcRI?�5� J6\8A8E][^MI;^C78]8APBcO<RCG_AHCE�^9:;=E6Jf8RONcRI?�5� P789:;PE8M]?RI;^M=UEf^RI^R=8ET78H5N5=8E

YE6HePI^R=8EDNJ<OYE6HePI^R=8EDNJ<O� 4MfR[8AE6HMBOMDNdBDNJ<O� 4MfR[8A\8I8DNh8� 4MfR[8AYE6QOh5aPBcST;E<M� 4MfR[8ADNdB=8E>?=@8� 4MfR[8Ah5NTI^RI;^AFG

1-17©2013 Chakchai So-InCS 322 391Khon Kaen University

4MfR[8Ah5NTI^RI;^AFG� 4MfR[8AHDG8� 4MfR[8A=8ECDMC_A[<D4YE

YE6HePI^R=8EDNJ<O YE6HePI^R=8EDNJ<O (([f^[f^))� J7845=[8A=8EDNHCE86:aI;^AFG

� =8EDNJ<O4MMC_be8U (Quanlitative Research)� =8EDNJ<O4MMYENA8b (Quantitative Research)

� J7845=[8AD<[]_YE6\RCaI^R=8EDNJ<O 4G6DNdB=8E578H\5^I;^AFG� =8EDNJ<OHhNR\78EDJ (Exploratory Research)=8EDNJ<OHhNR\78EDJ (Exploratory Research)� =8EDNJ<OHhNRUEEb58 (Descriptive Research)� =8EDNJ<OHhNR^EE]8dNM8O (Explanatory Research or Analytical

Research) � =8EDNJ<OHhNRC8TC6H5 (Predictive Research)

� J7845=[8AYE6QOh5a=8EDNJ<OPBcST;E<M� =8EDNJ<OU��5�85 :E�^ =8EDNJ<OMEN\_PdN� (Basic Research or Pure

Research)� =8EDNJ<OYE6O_=[a (Applied Research or Action Research)

YE6HePI^R=8EDNJ<O YE6HePI^R=8EDNJ<O (([f^[f^))� J7845=[8AG<=@b6I^R=8EH=�MEDAEDAI;^AFG

� =8EDNJ<O4MM\<RH=[ (Observational Research) � =8EDNJ<O4MM\78EDJ (Survey Research)

� J7845=[8ACD8A\8A8E]95=8ECDMC_A[<D4YE� =8EDNJ<OHhNRPTG^R (Experimental Research)

1-19©2013 Chakchai So-InCS 322 391Khon Kaen University

=8EDNJ<OHhNRPTG^R (Experimental Research) � =8EDNJ<O=?cRPTG^R (Quasi - Experimental Research)� =8EDNJ<O4MMdEEAh8[N (Naturalistic Research)

4MfR[8AE6HMBOMDNdBDNJ<O4MfR[8AE6HMBOMDNdBDNJ<O� �� ���������� ��������� � (Historical Research) HY�5=8EDNJ<OHU�c^C;5:8

CD8AJENR95^TB[PBc`f85A8� �� ���������% &'� (Descriptive Research) HY�5=8EDNJ<OHU�c^C;5:8

CD8AJENR95\e8UY�JJ_M<5� �� ���������+,-.� (Experimental Research) HY�5=8EDNJ<OHU�c^C;5:8

CD8AEF;CD8AJENRPBc9h;DNdB=8EP8RDNPO8>8\[EaA8hfDO HU�c^UN\FJ5a`GI^RCD8AEF;CD8AJENRPBc9h;DNdB=8EP8RDNPO8>8\[EaA8hfDO HU�c^UN\FJ5a`GI^R[<D4YEPBc>?=@8 AB=8EPTG^R4G6CDMC_A[<D4YE[f8R �

4MfR[8A\8I8DNh84MfR[8A\8I8DNh8� �� �����+�����34���� � ST;4=f =8EDNJ<OH=BcOD=<M\<RCA

=8EHA�^R =8EY=CE^R =8E>?=@8 H>E@�=NJ HY�5[;5� �� �����+��4'56����� � ST;4=f =8EDNJ<OH=BcOD=<MC_bCf8I^RA5_@Oa

Hhf5 e8@8>8\[Ea T5[EB >8\58 QME8bCTB YE<hm8 HY�5[;5� �� �����+����+������ � ST;4=f =8EDNJ<OP8RhBDDNPO8 HCAB ��\N=\a

DN>D=EEA 4UPOa HY�5[;5DN>D=EEA 4UPOa HY�5[;5

4MfR[8AYE6QOh5aPBcST;E<M4MfR[8AYE6QOh5aPBcST;E<M� �� �����7 ��5+8�9 (Pure Research) :E�^HEBO=Df8=8EDNJ<OU��5�85 (Basic

Research) HY�5=8EDNJ<OPBcA_fRC;5:8CD8AEF;CD8AJENRPBcHY�5:G<==8E =�H=boa P�@�B HU�c^IO8OU��5�85CD8AEF;P8RDNh8=8E9:;=D;8RID8R^^=SY

� �� ������ ��5��� (Applied Research) HY�5=8EDNJ<OHU�c^578`GSY9h;HU�c^YE<MYE_R\e8UI^R\<RCA 4G6CD8AHY�5^OFfI^RA5_@Oa9:;TBI?�5 \fD5A8=YE<MYE_R\e8UI^R\<RCA 4G6CD8AHY�5^OFfI^RA5_@Oa9:;TBI?�5 \fD5A8=ST;4=f =8EDNJ<OP8RT;85H>E@�=NJ =8EHA�^R 4G6=8E>?=@8

� �� ����������>�7��� (Action Research) HY�5=8EDNJ<OHU�c^578`GA89h;4=;Y�m:895=8EYZNM<[NR85

4MfR[8ADNdB=8E>?=@84MfR[8ADNdB=8E>?=@8� �� ���������� �4�& (Quantitative Research) HY�5=8EDNJ<OPBcC;5:8CD8AEF;

CD8AJENR QTO^8><OI;^AFGPBcHY�5HhNRYENA8b 95=8EDNHCE86:aI;^AFGJ6[;^R9h;DNdB=8EP8R\]N[NHI;8A8hfDO

� �� ���������35&-��6&� (Qualitative Research) HY�5=8EDNJ<OPBcC;5:8CD8AEF; CD8AJENRQTO^8><OI;^AFGPBcHY�5HhNRC_bG<=@b6 =8EH=�MEDMEDAI;^AFG[;^R=8E9:;ST;\e8UJENR[8AdEEAh8[N [8AY=[N 9h;=8E

1-23©2013 Chakchai So-InCS 322 391Khon Kaen University

EDMEDAI;^AFG[;^R=8E9:;ST;\e8UJENR[8AdEEAh8[N [8AY=[N 9h;=8E\<RH=[ JTM<5P?= QG=P<>5a DNU8=@aDNJ8Eba �G�

4MfR[8Ah5NTI^RI;^AFG4MfR[8Ah5NTI^RI;^AFG� �� ���������� ����6� (Empirical Research) HY�5=8EDNJ<OPBcC;5:8CD8AEF;

CD8AJENRQTOH=�MEDMEDAI;^AFGJ8=4:GfRY�AeFAN (\<RH=[:E�^CNTH:[_`G) 95\e8UY�JJ_M<5 4G6A<=9h;DNdB=8EP8R\]N[NHI;8A8hfDO95=8EDNHCE86:aI;^AFG

� �� �����������%��6����� &�@ A.����B4C� ����6� (Nonempirical Research) HY�5=8EDNJ<OPBcC;5:8CD8AEF;CD8AJENR QTO^8><OI;^AFGPBcAB^OFf4G;D95

1-24©2013 Chakchai So-InCS 322 391Khon Kaen University

HY�5=8EDNJ<OPBcC;5:8CD8AEF;CD8AJENR QTO^8><OI;^AFGPBcAB^OFf4G;D95H^=\8E :5<R\�^ [78E8 �G� A<=9h;=8EDNU8=@aDNJ8Eba 4P5=8E9h;DNdB=8EP8R\]N[N

4MfR[8AHDG84MfR[8AHDG8� �� ���������� ��������� � (Historical Research) HY�5=8EDNJ<OHU�c^C;5:8

CD8AJENR95^TB[PBc`f85A8� �� ����������E��57�' (Contemporaneous Research) HY�5=8EDNJ<OPBc

H=BcOD=<MHE�c^RE8D95Y�JJ_M<5 `GPBcH=NTI?�595Y�JJ_M<5� �� ���������.'�3� (Futuristic Research) HY�5=8EDNJ<OHU�c^D8R4`5:E�^

C8TC6H5^58C[ Hhf5 =8EDNJ<O95QCER=8E^D=8> HY�5[;5

1-25©2013 Chakchai So-InCS 322 391Khon Kaen University

C8TC6H5^58C[ Hhf5 =8EDNJ<O95QCER=8E^D=8> HY�5[;5

4MfR[8A=8ECDMC_A[<D4YE4MfR[8A=8ECDMC_A[<D4YE� �� ���������+,-.� (Experimental Research) HY�5=8EDNJ<OHU�c^UN\FJ5a

CD8A\<AU<5daHhNR\8H:[_ QTOAB=8EJ<T\]85=8Eba=8EPTG^R 4G6CDMC_A[<D4YE[f8R � PBcSAfH=BcODI;^R 4G;DD<T`G[<D4YE[8A^^=A8

� �� ����������HI�+,-.� (Quasi Experimental Research) HY�5=8EDNJ<OPBc\8A8E] CDMC_A[<D4YE N\E6PBcSAf[;^R=8EST;HUBORM8R[<D H5�c^RJ8=SAf\8A8E]\_fA[<D^Of8R9:; HPf8=<5ST;SAf\8A8E]\_fA[<D^Of8R9:; HPf8=<5ST;

� �� ���������8 4���� (Nationalistic Research) HY�5=8EDNJ<OPBcC;5:8CD8AJENRI^R\e8U=8Eba 9h;=8E\<RH=[=8EbaHY�5\78C<m 4G6\E_Y`GQTO^8><O=8EDNHCE86:a \<RHCE86:a YE6HAN5 ^5_A85 4G6 _YA85

YE6HePI^R=8EDNJ<OQTO4MfR[8AH=boaYE6HePI^R=8EDNJ<OQTO4MfR[8AH=boa

4MfR[8AE6HMBOMDNdB

DNJ<O

4MfR[8A\8I8DNh8

4MfR[8AYE6QOh5aPBcST;E<M

4MfR[8ADNdB=8E>?=@8

4MfR[8Ah5NTI^R

I;^AFG

4MfR[8AHDG8

4MfR[8A=8ECDMC_A[<D4YE

- =8EDNJ<OHhNR YE6D<[N>8\[Ea

- =8EDNJ<OP8R \<RCA>8\[Ea

- =8EDNJ<O MEN\_PdN�

- =8EDNJ<OHhNR

YENA8b

- =8EDNJ<OHhNR YE6J<=@a

- =8EDNJ<OHhNR YE6D<[N>8\[Ea

- =8EDNJ<OHhNR PTG^R

\[Ea YENA8b \[Ea

- =8EDNJ<OHhNR UEEb8

- =8EDNJ<OP8R

A5_@O>8\[Ea

- =8EDNJ<O YE6O_=[a

- =8EDNJ<OHhNR C_bG<=@b6

- =8EDNJ<OHhNR SAfYE6J<=@a

- =8EDNJ<OHhNR Y�JJ_M<5

- =8EDNJ<OHhNR =?cRPTG^R

- =8EDNJ<OHhNR PTG^R

- =8EDNJ<OP8R DNPO8>8\[Ea �G�

- =8EDNJ<OHhNR YZNM<[N

- =8EDNJ<OHhNR ^58C[

- =8EDNJ<OHhNR dEEAh8[N

� =E6MD5=8E=8EDNJ<O :A8O]?R =NJ=EEA4G6DNdB=8ET78H5N5=8E

HU�c^9:;ST;A8�?cRC78[^M:E�^CD8AEF;9:Af � ^Of8RABI<�5[^5�?cRABCD8A

[f^H5�c^R4G6\<AU<5da=<5�

1-28©2013 Chakchai So-InCS 322 391Khon Kaen University

=E6MD5=8EDNJ<O=E6MD5=8EDNJ<O

=E6MD5=8EDNJ<O=E6MD5=8EDNJ<O� =8E=78:5TY�m:8 4G6I^MHI[I^RY�m:8 � =8EPMPD5DEEb=EEAPBcH=BcODI;^R� =8E=78:5TP�@ZB� =8E=78:5T[<D4YE� =8E[<�R\AA[N�85

1-29©2013 Chakchai So-InCS 322 391Khon Kaen University

=8E[<�R\AA[N�85� =8EHG�^=4MM=8EDNJ<O� =8E=78:5TYE6h8=E4G6=G_fA[<D^Of8R� =8EH[EBOAHCE�c^RA�^95=8EDNJ<O� =8EEDMEDAI;^AFG 4G6 =8EYE6ADGI;^AFG� =8EDNHCE86:aI;^AFG� =8E[BCD8A`G=8EDNJ<O 4G6 =8EH`O4UEf`G=8EDNJ<O

=E6MD5=8EDNJ<O =E6MD5=8EDNJ<O (([f^[f^))=78:5T:<DI;^

[BUNAUaE8OR85

=78:5TYE6HT�5

PMPD5DEEb=EEA

\E;8R=E^M45DCNT

\AA[N�85^^=4MM=8EDNJ<O=8EDNJ<OEf8RE8OR85 YE<MYE_R

H`O4UEf

\AA[N�85^^=4MM=8EDNJ<O

\_fA[<D^Of8R=78:5

YE6h8=EHY�8:A8O

=8EDNJ<O=8EDNJ<O

\E;8R+PT\^MDNdB=8EH=�MEDMEDAI;^AFG=78:5T45DP8R4G6DNdB=8E

H=�MEDMEDAI;^AFG

DNHCE86:aI;^AFG

J<TE6HMBOM:<DI;^

Ef8RE8OR85 YE<MYE_RE8OR85

(\_h8[N YE6\NPdN�E<�\N5d_a, 2546)

=8ET78H5N5=8EDNJ<O=8ET78H5N5=8EDNJ<O=8EHG�^=:<DI;^DNJ<O =8E\78EDJH^=\8E

=8E=78:5TYE6HT�5Y�m:8

=78:5TI^MIf8OI^RP�@�B

=8E=78:5T4MMJ78G^R

=8E[<�R\AA[N�85

=78:5T5NO8A[<D4YE

H=�MEDMEDAI;^AFG

=8EDNHCE86:a4G6[BCD8A

578H\5^E8OR85=8EDNJ<O

I;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<RI;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<R� TfD5\E_YHE�DH=N5SY� G6HGO=8EDNJ<OPBc4[=[f8R^^=SY� SAfPMPD5H^=\8E4G6R85DNJ<OPBcH=BcODI;^R9:;A8=U^� `G=8EDNJ<OI8TCD8A[ER H5�c^RJ8=^^=4MM=8EDNJ<OSAfTB� =8E9h;H:[_`G`NT QTO9h;H:[_`GPBcSAf9hfHE�c^RHTBOD=<5

1-32©2013 Chakchai So-InCS 322 391Khon Kaen University

=8E9h;H:[_`G`NT QTO9h;H:[_`GPBcSAf9hfHE�c^RHTBOD=<5� =8EG^=`NT SAfDf8J6HY�5=8EG^=[<DHGI :E�^ [<D <=@E

I;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<R I;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<R (([f^[f^))Y�m:8PBcUM

�=8E^dNM8O:G<==8E \78C<mPBcS=GJ8=Y�m:8DNJ<O

� SAfAB4:GfRI;^AFG^;8R^NRPBc\78C<m

� SAf\8A8E]:8H:[_`G^dNM8ODf8

:G<==8E\78C<m� E6M_\e8UPBcU?RYE6\RCa� E6M_\e8UPBcH=NTI?�5JENRUE; A

I;^AFG\]N[N 4G6`GDNJ<O\5<M\5_5

� hB�9:;H:�5CD8A[f8RE6:Df8R � SAf\8A8E]:8H:[_`G^dNM8ODf8P78SA[;^R>?=@8

� hB�9:;H:�5CD8A[f8RE6:Df8R\e8UPBcU?RYE6\RCa=<M\e8UPBcH=NTI?�5JENR

� hB�9:;H:�5]?RCD8A\78C<mI^RYE6HT�5DNJ<O

I;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<R I;^`NTUG8T95=8EP78DNJ<OPBc[;^RE6D<R (([f^[f^))Y�m:8PBcUM

� =78:5T95G<=@b6I^RI;^CD8APBcEF;C78[^M^OFf4G;D ABHUBOR5<=DNJ<OPBcO<RSAfEF;C78[^M

� G<=@b6I^RC78]8AH:Gf85B� \8A8E]:8C78[^MST;J8=

:G<==8E\78C<m� HY�5YE6QOCC78]8A 4\TR9:;

H:�5]?R\NcRPBc5<=DNJ<O[;^R=8EC;5:8C78[^M

� C78]8ADNJ<O4G6YE6HT�5DNJ<O ABCD8ACG;8OCG?R=<5 \8A8E]:8C78[^MST;J8=

[78E8P<cDSY SAf9hfC;5:8J8==8EP78DNJ<O

ABCD8ACG;8OCG?R=<5 � YE6HT�5DNJ<O^8J=78:5THY�5

YE6QOCM^=HGf8 :E�^HY�5C78]8ADNJ<O=�ST; J6P789:;ABCD8Ah<THJ5ONcRI?�5

=8EHG�^=YE6HT�5Y�m:895=8EDNJ<O=8EHG�^=YE6HT�5Y�m:895=8EDNJ<O

1-35©2013 Chakchai So-InCS 322 391Khon Kaen University

=8EHG�^=YE6HT�5Y�m:895=8EDNJ<O=8EHG�^=YE6HT�5Y�m:895=8EDNJ<O

I<�5[^595=8ET78H5N5=8EDNJ<OI<�5[^595=8ET78H5N5=8EDNJ<O

CD8A^O8=EF; YE8=Z=8Eba 45DCNTP�@ZB

=8E=78:5TY�m:84G6I^MHI[

1-36©2013 Chakchai So-InCS 322 391Khon Kaen University

=8E=78:5TY�m:84G6I^MHI[

=8EPMPD5H^=\8E4G6R85DNJ<O

I<�5[^595=8ET78H5N5=8EDNJ<O I<�5[^595=8ET78H5N5=8EDNJ<O (([f^[f^))=8EPMPD5H^=\8E4G6R85DNJ<O

[<�R\AA[N�85=E^M45DCNT =E^MP�@ZB

1-37©2013 Chakchai So-InCS 322 391Khon Kaen University

=78:5T[<D4YE

^^=4MMDNJ<O

I<�5[^595=8ET78H5N5=8EDNJ<O I<�5[^595=8ET78H5N5=8EDNJ<O (([f^[f^))^^=4MMDNJ<O

=8EHG�^=YE6h8=E =8E\E;8RHCE�c RA�^

1-38©2013 Chakchai So-InCS 322 391Khon Kaen University

H=�MEDMEDAI;^AFG

H[EBOAI;^AFG

DNHCE86:aI;^AFG \]N[N^5_A85\]N[NUEEb58

I<�5[^595=8ET78H5N5=8EDNJ<O I<�5[^595=8ET78H5N5=8EDNJ<O (([f^[f^))

DNHCE86:aI;^AFG \]N[N^5_A85\]N[NUEEb58

=8E4YG`G

1-39©2013 Chakchai So-InCS 322 391Khon Kaen University

=8E4YG`G

E8OR85`G

=8E=78:5T:<DI;^HE�c^R4G6YE6HT�5Y�m:8=8EDNJ<O=8E=78:5T:<DI;^HE�c^R4G6YE6HT�5Y�m:8=8EDNJ<O����J_THENcA[;5I^R=8EDNJ<O : HY�5=8E=78:5TPN>P8R4G6I^MHI[I^RHE�c^R PBcJ6P78=8E>?=@8DNJ<O����\<AU<5da=<M=NJ=EEA �c5� I^R=8EDNJ<O

YE6HT�5Y�m:8 \AA[N�85D<[]_YE6\RCa

I;^\R\<O/C78]8A

C78[^M

\AA[N�85D<[]_YE6\RCa

C;5CD;8:8:G<=�85=8EPT\^M\E_Y`G

CD8AHY�5A84G6CD8A\78C<mI^RY�m:8CD8AHY�5A84G6CD8A\78C<mI^RY�m:8� CD8AHY�5A8I^RY�m:8

� I;^HP�JJENRPBcH=NTI?�54G6578SY\FfHE�c^RPBcJ6>?=@8 (CDEE6M_9:;h<THJ5Df8H=NT^6SE/PBcS:5 HA�c^S:Ef/^Of8RSE) 4G6I;^HP�JJENR[;^RABCD8A\<AU<5da=<MHE�c^R4G6YE6HT�5PBcJ6>?=@8QTO[ER

� CD8A\78C<mI^RY�m:8� \8E6\78C<m <5578A8\FfYE6HT�5=8E>?=@8C�^^6SE Hhf5 \<RCA=78G<R

1-41©2013 Chakchai So-InCS 322 391Khon Kaen University

� \8E6\78C<m <5578A8\FfYE6HT�5=8E>?=@8C�^^6SE Hhf5 \<RCA=78G<RHT�^TE;^5 [;^R=8E:8C78[^M 4=;SIY�m:8 ST;EF;95\NcRHE8\R\<O :8=EF;J6578SY9h;YE6QOh5a YE6HAN5\NcR[f8R� �G�

=8EHG�^=Y�m:8=8EHG�^=Y�m:8//=8E=78:5TY�m:8=8EDNJ<O=8E=78:5TY�m:8=8EDNJ<O� J8=YE6\M=8EbaI^R`F;P78DNJ<OH^R� I;^H\5^456J8==8EDNJ<O� J8=`F;578P8RDNh8=8E:E�^`F;HhBcODh8m� J8=4:GfRP_5 _T:5_5� \e8UY�m:8 YE6\M=8Eba95=8EP78R85 \e8UY�m:8 YE6\M=8Eba95=8EP78R85 � =8E f85 >?=@8C;5CD;8 :5<R\�^ D8E\8E MPC<TOf^R85DNJ<O

I;^H\5^45695E8OR85=8EDNJ<OI^R`F; �c5� =8E\^M]8A`F;EF; `F;h7858m95\8I8DNh8� =8EDNHCE86:aH:[_=8Eba YE6HT�5Y�m:8P8R\<RCA :E�^=8E

HYGBcO54YGRPBcH=NTI?�595hfDRHDG85<�5 � PBc[;^R=8EC78[^M45DP8R4=;SI:E�^P8R^^=I^RY�m:8

� YE6HT�5J8=PBcYE6h_A\<AA58P8RDNh8=8E

4:GfR:8I;^AFG4G6:<DHE�c^RDNJ<O4:GfR:8I;^AFG4G6:<DHE�c^RDNJ<O� R85DNJ<O/DNPO85NU5da� D8E\8EYE6HeP[f8R�� HDYS�Ca � J_G\8EI^R4[fG6:5fDOR85� E8OR85YE6J78Y�

1-43©2013 Chakchai So-InCS 322 391Khon Kaen University

E8OR85YE6J78Y�� Y�m:8[f8R� 95h_Ah5 4G6 �c5�

=8EHG�^=Y�m:8DNJ<OPBcTB=8EHG�^=Y�m:8DNJ<OPBcTB� 1. Y�m:8=8EDNJ<O[;^RABG<=@b6C�^

� 1.1 HY�5YE6QOh5a[f^[5H^R4G6\fD5EDA� 1.2 P<5[f^H:[_=8Eba4G6^OFf95CD8A\59JI^RC5P<cDSY� 1.3 ^OFf95\8I8PBc[5H^R=78G<R>?=@8� 1.4 ABH^=\8E:E�^`GR85DNJ<O95HE�c^R5<�5 � HUBORU^

1-44©2013 Chakchai So-InCS 322 391Khon Kaen University

1.4 ABH^=\8E:E�^`GR85DNJ<O95HE�c^R5<�5 � HUBORU^� 1.5 [;^RPE8M]?R\NcRPBc[;^R=8E>?=@8ST; � 1.6 SAfAB`F;9TP78A8=f^5 ];8AB`F;P78DNJ<OSD; P78SD;954RfA_A9T 4G6H:G�^

\NcR9TPBcO<RSAfST;P78� 1.7 SAf=D;8R SAf4CMH=N5SY� 1.8 HY�5\NcR9:Af 4G64\TR]?RCD8AENHENcA

=8EHG�^=Y�m:8DNJ<OPBcTB=8EHG�^=Y�m:8DNJ<OPBcTB (([f^[f^))� 2. HA�c^\59JY�m:85<�54G;D [f^SY[;^RA8CNTDf8 J6T78H5N5=8E>?=@8

^Of8RSE 95=8EDNJ<O5<�5 `F;DNJ<OP78HE�c^R^6SE `F;DNJ<OJ6[;^RA^RH:�545DP8RPBcJ6P78=8EDNJ<O[<�R4[fHENcA[;5 J5\N�5\_T=E6MD5=8EDNJ<OI^RHE�c^R5<�5 � SD;959J

� 3. HA�c^ST;Y�m:84G6CD8AA<c59J95=E6MD5=8E=8E>?=@84G;D I<�5[^5[f^SYJ6[;^RUNJ8Eb8TFDf8 RMYE6A8bPBcAB^OFfABA8=5;^O4CfS:5

1-45©2013 Chakchai So-InCS 322 391Khon Kaen University

[f^SYJ6[;^RUNJ8Eb8TFDf8 RMYE6A8bPBcAB^OFfABA8=5;^O4CfS:5 HUBORU^:E�^SAf4G6AB4:GfRP_59TM;8RPBcJ69:;=8E\5<M\5_5

� 4. ^RCaYE6=^MPBc\78C<m[^5:5?cR C�^ HDG8PBcJ6P78DNJ<OABA8= / 5;^O4CfS:5 QTOH�U86R85DNJ<OE6T<MM<boN[>?=@85<�5 HDG8P78DNJ<OH:G�^^OFf=Bce8CHEBO5 =BcY� J6HUBORU^:E�^SAf T<R5<�5J?RCDEUNJ8Eb8\fD55B�9:;E^MC^M :G<RJ8=PBcHI;89JDNdB=8ET78H5N5=8EDNJ<O4G;D HDG8PBcH:G�^^OFfJ6578SY9h;95=8ED8R4`5=8EDNJ<O[f^SY

=8EHG�^=Y�m:8DNJ<OPBcTB=8EHG�^=Y�m:8DNJ<OPBcTB (([f^[f^))� 5. Y�m:85<�5��78=<MC5 �c5:E�^SAf :8=SAfJ78HY�5JENR�SAfCDEHG�^=PBc��78

=<MC5 �c5� 6. CD8A\78C<mI^RY�m:8 Y�m:8PBcHG�^=CDEABCD8A\78C<mP<�R95T;85

H\ENA\E;8RCD8AEF;9:Af 4G6=8E578SY9h;� 7. CD8A\59J 4G6CD8AH:A86\AI^R`F;DNJ<O Y�m:85<�5CDEHY�5Y�m:8

PBc^OFf95I^MIf8OI^RDNh8PBc`F;DNJ<O>?=@8HGf8HEBO5A8 4G6ABCD8A\59J

1-46©2013 Chakchai So-InCS 322 391Khon Kaen University

PBc^OFf95I^MIf8OI^RDNh8PBc`F;DNJ<O>?=@8HGf8HEBO5A8 4G6ABCD8A\59J^O8=EF;^O8=H:�59CEf[;^R=8EPE8MC78[^MI^RY�m:85<�5T;DO[5H^R AN9hfC59TC5:5?cRO<THOBOT9:;P78QTOPBc`F;DNJ<OSAfST;\59J

� 8. Cf89h;Jf8O4G6`GPBcST;E<M Y�m:8PBcHG�^=5B�J6[;^RST;`GC_;ACf8� 9. CD8ACNTENHENcA Y�m:8PBcHG�^=CDEHY�5Y�m:8PBc4\TR]?R=8EENHENcA 4G6

CDEHY�5=8EENHENcAI^R`F;DNJ<OH^RAN9hfJ8=`F; �c5

=8EHG�^=Y�m:8DNJ<OPBcTB=8EHG�^=Y�m:8DNJ<OPBcTB (([f^[f^))� 10. CD8A=D;8RID8RI^RY�m:8 Y�m:8PBcHG�^=CDEHY�5Y�m:8PBcSAf=D;8R

:E�^SAf4CMH=N5SY C6H5Df8ABHDG8U^PBcJ6P78H\E�JST;95HDG8SAfA8=H=N5SY =8EHG�^=P78Y�m:8HUBORJ_T9TJ_T:5?cR 4G6P789:;G?=GRSYJ6ABCf8A8==Df8

� 11. =8EEDMEDAI;^AFG Y�m:8PBcHG�^=5<�5[;^R\8A8E]EDMEDAI;^AFGA8UN\FJ5a\5<M\5_5 :E�^C<TC;85 4G6SAfH\BcOR[f^ <5[E8O95=8ESY

1-47©2013 Chakchai So-InCS 322 391Khon Kaen University

UN\FJ5a\5<M\5_5 :E�^C<TC;85 4G6SAfH\BcOR[f^ <5[E8O95=8ESYEDMEDAI;^AFGA8=5<=

� 12. <5[E8O95=8EDNJ<O Y�m:8PBcHG�^=J6[;^RSAfAB <5[E8O :E�^e<OUNM<[NH=NTI?�54=f`F;DNJ<O=Gf8DC�^ HA�c^DNJ<OY�m:85<�54G;D`GDNJ<OPBcST;J6P789:;`F;DNJ<OST;E<M <5[E8OP<�RQTOP8R[ER4G6P8R ;^A4G6=8ESYEDMEDAI;^AFG=�SAf=f^9:;H=NT <5[E8O9T� 4=f`F;EDMEDAI;^AFG

=8EHG�^=Y�m:8DNJ<OPBcTB=8EHG�^=Y�m:8DNJ<OPBcTB (([f^[f^))� 13. Y�m:85<�5HY�5Y�m:84MM\8A<m\785?= :E�^HY�5Y�m:8PBcO<R[=GR=<5

SAfST; (Controversial Subject) :E�^SAf HUE86Y�m:8PBcC5EF;J<=P<cDSY=�TB Y�m:8PBcO<R[=GR=<5SAfST;=�TB5<�5 SAfCDEHG�^=A8P78DNJ<O^Of8RONcR

� 14. CD8AhfDOH:G�^Cf89h;Jf8O Y�m:8PBcHG�^=5<�5AB`F;9:;CD8AhfDOH:G�^9:;P_5T78H5N5=8EDNJ<OA8=5;^OHUBOR9T Hhf5 Cf89h;Jf8OH=BcOD=<MHCE�c^RA�^=8EH=�MEDMEDAI;^AFG =8EUNAUa4MM\^M]8A UNAUaE8OR85=8EDNJ<O

1-48©2013 Chakchai So-InCS 322 391Khon Kaen University

=8EH=�MEDMEDAI;^AFG =8EUNAUa4MM\^M]8A UNAUaE8OR85=8EDNJ<O EDAP<�RCf89h;Jf8O95=8EHTN5P8REDMEDAI;^AFG HY�5[;5 ];8:8=Y�m:85<�5[;^R9h;Jf8OHY�5J785D5A8=J6ST;E<MP_5 _T:5_5J8=\]8M<59T:E�^SAf

ABYE6QOh5a:E�^SAf

SAfCDEP78SAfAB

SAfCDEP78SAfST;P78ST;

:E�^SAf

AB

ST;

�4=;SIY�m:8ST;

�YE6HT�55f8\59J

�H=NTYE6QOh5a[f^\fD5EDA

�ABCD8AHhBcODh8m

�ABI;^AFG\5<M\5_5

�A^RP6G_]?R[^5JMST;

�ABCD8AHhBcODh8m

�ABI;^AFG\5<M\5_5

�A^RP6G_]?R[^5JMST;H=boa=8EHG�^=Y�m:8

SAfCDEP78

SAfC_;ACf8C_;ACf8

:E�^SAf

ST;

QJPOaDNJ<O

�A^RP6G_]?R[^5JMST;

�^OFf95\8OR85PBcH=BcODI;^R

�A^RP6G_]?R[^5JMST;

�^OFf95\8OR85PBcH=BcODI;^R

�SAf=D;8R:E�^4CMJ5H=N5SY

�P<5[f^H:[_=8Eba

�9h;PE<UO8=E95=8EDNJ<O^Of8RC_;ACf8

C_;ACf8

HG�^=Y�m:8HU�c^P78DNJ<O

HCG�TG<M=8EP78DNJ<O9:;\78HE�JHCG�TG<M=8EP78DNJ<O9:;\78HE�J1. �����������2. ����������� ����3. ����������� ���� ���� ���������������4. ������������ ������������� � �� ��5. ����������� ��� ����������� ������

����������� �� �������������!����" �#

1-50©2013 Chakchai So-InCS 322 391Khon Kaen University

����������� ��� ����������� ������6. ����������� �� �������������!����" �#7. �����������$� %&��������# ������'���8. �������#��� �(��� ���������)����"����#����� ��� ����

R85DNJ<O E6:Df8R R85DNJ<O E6:Df8R CS vs. ICTCS vs. ICT

More TheoryMore ComputationMore FundamentalMore Analysis

More ApplicationMore Practical usageMore FrameworkCode

ImplementMore AnalysisMore OptimizationMore Research!

More FrameworkMore Reusability and glue themMore Process

ImplementAnalyze

Think Ahead!Think Ahead!

Project Examples!Project Examples!� CS

� C. So-In, S. Poolsanguan, C. Poonriboon, K. Rujirakul, and C. Phudphut, �Performance Evaluation of Parallel AES Implementations over CUDA-GPU Framework�, JDCTA, vol. 7, no. 5, pp. 501-511, 2013.

� Mobile Flooding Report and Assistant System via Ad-Hoc Network: The 3rd NSC 2013The 3rd NSC 2013

� ICT� Siam String Musical Band: The 1st Winner NSC 2012� Eyes Robot vision by using three - dimensional stereoscopic: Best

Oral Presentation SciWeek 2013

Computer Science

Logistic &

Graphic & HCI

Network, System & AutomationArtificial

Intelligent &

CS@KKU Research AreaCS@KKU Research Area

1-54©2013 Chakchai So-InCS 322 391Khon Kaen University

Science Foundation

Logistic & Supply Chain

Information Integration & Analysis

Language &Recognition

Intelligent & Machine Learning

CS/ICT@KKU Project AreaCS/ICT@KKU Project AreaArea Area

Artificial Intelligent/ Machine Learning Computer and Communication Network

Image Processing/ Voice Recognition Smart Thing: Home, Car, Hotel, etc.

Database and Information Retrieval System and Network Security

Neural Network HPC and Cloud ComputingNeural Network HPC and Cloud Computing

Algorithm Optimization HCI and Social Network

Semantic Web/Web Programming Gaming

Logistic and Supply Chain Graphic and Computer Vision

Software Engineering E-office/CAI/ E-Learning

Data mining and warehouse Embedded System and Robotic

Wireless and Sensor Network Mobile Computing

http://web.kku.ac.th/chakso/NSC

http://ieeexplore.ieee.org

http://www.sciencedirect.com/

http://www.google.com/

=8E=78:5TDNdB=8EDNJ<O =8E=78:5TDNdB=8EDNJ<O � =E6MD5=8ER85DNJ<OP8RDNPO8>8\[Ea4[=[f8RJ8=R85DNJ<OP8R

\<RCA>8\[Ea� R85DNJ<O\8O\<RCA>8\[Ea\fD59:mfJ6HY�5R85DNJ<OH�U86U��5PBc [^MQJPOa

H�U86HE�c^R =E^MR854CM

� \78:E<MR85DNJ<ODNPO8>8\[Ea

=8E\78EDJQTO9h;\]N[NHY�5HCE�c RA�

1-60©2013 Chakchai So-InCS 322 391Khon Kaen University

� \78:E<MR85DNJ<ODNPO8>8\[Ea� J8=YE6HT�5Y�m:8 J6=78:5TDNdB=8E^Of8RSE� 45DP8R\^R\8OHPf85<�5\78:E<MR85DNJ<OP8RDNPO8>8\[EaPBcHh�c^]�^ST;

CbN[>8\[Ea =8EPTG^R

� HY�545DP8R95=8EDNJ<O� hfDO95=8ED8R4`5=8EDNJ<O� hfDO95=8E^^=4MM\^M]8A4G6H=�MI;^AFG� hfDO95=8E=78:5T\AA[N�85� hfDO9:;`F;DNJ<OUMDf8J6P78=8EDNJ<OST;:E�^SAf

=8E=78:5TYE6HT�5Y�m:8 =8E=78:5TYE6HT�5Y�m:8

1-61©2013 Chakchai So-InCS 322 391Khon Kaen University

hfDO9:;`F;DNJ<OUMDf8J6P78=8EDNJ<OST;:E�^SAf

H=boa=8E=78:5TYE6HT�5Y�m:8=8EDNJ<OPBcTBH=boa=8E=78:5TYE6HT�5Y�m:8=8EDNJ<OPBcTB� 1. HY�5Y�m:8PBch<THJ5� 2. Y�m:8=8EDNJ<OCDEHIBO595G<=@b6I^RCD8A\<AU<5daE6:Df8R[<D4YE

\^R[<D:E�^A8==Df8\^R[<D Hhf5� [<D4YE A \<AU<5da=<M[<D4YE B :E�^SAf� [<D4YE A =<M[<D4YE B \<AU<5da=<M[<D4YE C ^Of8RSE3. Y�m:8=8EDNJ<OCDEHIBO595EFYC78]8A

1-62©2013 Chakchai So-InCS 322 391Khon Kaen University

� 3. Y�m:8=8EDNJ<OCDEHIBO595EFYC78]8A� 4. HY�5Y�m:8PBcJ69:;C78[^MPBcABCD8A:A8O� 5. J6[;^RHIBO595EFYPBc\8A8E]PT\^MHhNRYE6J<=@a :E�^9h;DNdB=8EP8R

DNPO8>8\[EaPT\^M:8C78[^MST;

DNdB=8EP8RCbN[>8\[EaDNdB=8EP8RCbN[>8\[Ea� PERUG<R \Rf8R8A 4G65f8H=ERI8A� 5<=DNJ<O\8ODN>D=EEA>8\[Ea (4G6\8O �c5) J6Q5;AH BOR4G6h�c5h^M� \8A8E]^dNM8OST;P_=\]85=8Ebae8O9[;=E^M45DCNT� ^8><OCD8AHhBcODh8m4G6CD8AHI;89JPBcG?=�?�R � =N5HDG8=N5HDG8

General Relativity Theory by Albert Einstein

Nobel Prize

in Physics 1921

http://www.jodrellbank.manchester.

ac.uk/news/2006/einstein/

[<D^Of8R[<D^Of8R: : DNdB=8EP8RCbN[>8\[EaDNdB=8EP8RCbN[>8\[Ea

Nobel Prize in

1-64©2013 Chakchai So-InCS 322 391Khon Kaen University

Uncertainty

Principle by

Werner Karl Heisenberg

Nobel Prize in

Physics 1932

http://www.aip.org/history/heise

nberg/p08a1.htm

[<D^Of8R[<D^Of8R: : DNdB=8EP8RCbN[>8\[EaDNdB=8EP8RCbN[>8\[Ea (([f^[f^))

1-65©2013 Chakchai So-InCS 322 391Khon Kaen University

Nobel Prize in

Physics 1933

Basic Equations for

Quantum Mechanics by Paul Dirac

http://swiki.hfbk-

hamburg.de:8888/MusicTechnology/804

DNdB=8EP8R=8EPTG^RDNdB=8EP8R=8EPTG^R� 5f8Hh�c^]�^ONcR:8=^^=4MM=8EPTG^R^Of8RAB:G<==8E � P78ST;P<5PB:8=H:�545DP8R� 5<=DNJ<O\8ODNPO8>8\[EaJ6Q5;AH BOR4G6h�c5h^M� ^dNM8OST;M8R\]85=8Eba� Cf^5I;8RRf8O:8=HY�5=8EJ78G^R=8EP78R85M5C^AUNDH[^Ea

1-66©2013 Chakchai So-InCS 322 391Khon Kaen University

Cf^5I;8RRf8O:8=HY�5=8EJ78G^R=8EP78R85M5C^AUNDH[^Ea� HYG�^RPE<UO8=E

[<D^Of8R[<D^Of8R: : DNdB=8EP8R=8EPTG^RDNdB=8EP8R=8EPTG^R

1-67©2013 Chakchai So-InCS 322 391Khon Kaen University

Nucleus Discovery

by Ernest Ruttherford

Nobel Prize in

Chemistry 1908

http://nobelprize.org

[<D^Of8R[<D^Of8R: : DNdB=8EP8R=8EPTG^RDNdB=8EP8R=8EPTG^R (([f^[f^))

Nobel Prize in

Physics 1923

Measurement of Planck’s

constant By Robert A. Millikan

http://millikan.nbaoh.com/1.htm

[<D^Of8R[<D^Of8R: : DNdB=8EP8R=8EPTG^RDNdB=8EP8R=8EPTG^R (([f^[f^))

1-69©2013 Chakchai So-InCS 322 391Khon Kaen University

ACM Turing Award

2004

http://en.wikipedia.org/wiki/Turing_Award

For pioneering work

on internetworking,

including the design

and implementation of

the Internet’s basic

communications

protocols, TCP/IP

Vint Cerf and Bob Kahn

[<D^Of8R[<D^Of8R: : DNdB=8EP8R=8EPTG^RDNdB=8EP8R=8EPTG^R (([f^[f^))

1-70©2013 Chakchai So-InCS 322 391Khon Kaen University

ACM Turing Award

1983

http://en.wikipedia.org/wiki/Turing_Award

For their development

of generic operating

systems theory and

specifically for the

implementation of the

UNIX operating system

Ken Thompson and

Dennis M. Ritchie

Who is Who @CSWho is Who @CS--KKUKKU

1-71©2013 Chakchai So-InCS 322 391Khon Kaen University

CS/ICT@KKU Project FacultyCS/ICT@KKU Project Faculty20 Faculty 20 Faculty

01.20. 134503 67189:64; 01.20. 4<=>50 ?3=?>:@08A1.20. 4>0BC@0 DEFGH6E3I6CJ:3 A1.20. 73<:>= ?3=?>:@08A1.20. K;9L2F 1>0>M4750NOPQ A1.20. =CO0ECH R4?>:@08A1.20. STII3KQ U?0N5N ?.20. 6030C5:8 0;V7606;J>A1.20. STII3KQ U?0N5N ?.20. 6030C5:8 0;V7606;J>A1. 4C:5> @>:5N:CH ?.20. 43HHCI 43HH1A1. ?;0WC50 RXMOY6 ?.20. 4;<Z[3 DOL<6>Q31A1. \;I@0CKH8 ]6X^3 ?.20. :C::BC4:8 D\I=<31 ?.20. X^30Z 4;:C5> ?.20. <CQQ>O3 6CJ:N

?.20. 4>Q23 ?>:@0R490WC:@8 ?.20. E>54;E3 4;V<DQ_O

?.20. 9F0NH;@9 @?7DX0`? ?. 4<ECH ?CLa3H;9

FAQ = http://FAQ = http://202202..2828..9494..7575/e/e--projectproject� CFfA�^=8EP78R85DNh8QCERR85 � I<�5[^54G6YZNPN5=8ET78H5N5R85DNh8QCERR85 2556 � CD8AHhBcODh8m^8J8EOa4G6:<DI;^PBcJ6E<MHY�5PBcYE?=@8QCERR85 2556 � CFfA�^=8EGRP6HMBO5HU�c^I^9h;R85 HP CloudSystem Matrix� [<D^Of8R=8EHIBO5I;^H\5^QCERR85

1-73©2013 Chakchai So-InCS 322 391Khon Kaen University

[<D^Of8R=8EHIBO5I;^H\5^QCERR85� =8EWX==8EHIBO5QCERR85 = Seminar + Research Methodology Classes� Project Research Facilities = :;^R, D<\T_4G6 _Y=Eba

� =�H=boa = C_b >NENE<[5a; Server C_b5<5P\NPdN�� ^. PBcYE?=@8QCERR85 ICT 4G6 CS

� `>. TE. J<=Eh<O Q\ N5PEa; TE.\_Abo8 H=@ADNG8>� `>. _E�<[E QC4=;D; ^.TE.dBE6O_Pd P^RHCE�^

HCE�c^RA�^95=8EDNHCE86:aY�m:8HCE�c^RA�^95=8EDNHCE86:aY�m:8

1-74©2013 Chakchai So-InCS 322 391Khon Kaen University

HCE�c^RA�^95=8EDNHCE86:aY�m:8HCE�c^RA�^95=8EDNHCE86:aY�m:8

HCE�c^RA�^95=8EDNHCE86:aY�m:8HCE�c^RA�^95=8EDNHCE86:aY�m:8

2

1

2

� QTOUNJ8Eb8CD8AH:A86\AE6:Df8RHCE�c^RA�^=<MHR�c^5SI[f8R � I^RY�m:8 �?cR:A8OEDA]?RCD8A\8A8E]I^RHCE�c^RA�^95=8E4=;Y�m:8T<R=Gf8D \NcRPBc\78C<mC�^CD8AC_;5HCO95=8E9h;R85HCE�c^RA�^5<�5 �

2

Problem Tree=;8RYG8=;8RYG8

2

S

3

W

O T

QCER\E;8R QCER\E;8R Problem treeProblem tree

���������

������� ������� �������

����������� ����������� �����������

1-76©2013 Chakchai So-InCS 322 391Khon Kaen University

1. DNHCE86:aY�m:8J8==EbB>?=@8:E�^\]85=8EbaJENR2. 4O=4O6Y�m:8HU�c^:8 Y�m:8:G<= (Core Problem)3. DNHCE86:a\8H:[_I^RY�m:84. DNHCE86:a`G=E6PMI^RY�m:85. HIBO5 Problem Tree

����������� ����������� �����������

4`5`<R=;8RYG84`5`<R=;8RYG8

�HY�54`5 <RPBc9h;4\TRCD8A\<AU<5da^Of8RHY�5E6MME6:Df8R \8H:[_:G8O � \8H:[_PBcHY�5SYST;PBc\fR`G=E6PM9:;H=NT

Y�m:8 :5?cR Y�m:8�

�����(���� ��)

�����(���� ��)

�����(���� ��)

�����

• *+��,��-./��0�.�1-

������2342������2342

1-78©2013 Chakchai So-InCS 322 391Khon Kaen University

�����(���� ��)

�����(���� ��)

������

�����(���� ��)

• *+��,��-./��0�.�1-

/����5-6�6.7

• *+��,��-.��+874�����

9-�0:;��

������2342

������2342

*-

8�.�����;���

8�.����4�919�3��*+�<�=7�>:?<��:<

6<3@�<�=7<A��������BC

8�.*+�<�=7

6<3�<�?-��+1�4�-D,��-��

+:EA���

8�.���+�;/�-/���,��-.8�D-�4-����,�;�-

��F�6<3��5-�+��

�>���0GD49-�+���.A2+��-6<3�242�:D;03+;

�,�6<��F.-�;HI�6<3>4�3;�7�-*7�

6<3��G4���F���<8-�.

/�;�34;�+3�;6<3��?+@J;

0�D-+�;��F.6<3��<���<

��F.�1�:���:�K�07�

<4;6<3��F-��F.�A?44���;�7-@�;��<�:L��; @�;�0GD4��F.��3-��A2��2

+��.�

1,�-+-�74-�0GD46<3�>A2;>4

�>���0GD4-742

<A�74-�0GD46<3+:?;

<A�74-�0GD4�A?��5-��.,�

>4�3;�7�-*7�

4����BC

SWOT AnalysisSWOT Analysis

1-80©2013 Chakchai So-InCS 322 391Khon Kaen University

D<[]_YE6\RCaI^RR85DNJ<OD<[]_YE6\RCaI^RR85DNJ<O

1-81©2013 Chakchai So-InCS 322 391Khon Kaen University

D<[]_YE6\RCaI^RR85DNJ<OD<[]_YE6\RCaI^RR85DNJ<O

D<[]_YE6\RCaI^RR85DNJ<OD<[]_YE6\RCaI^RR85DNJ<O� =8E>?=@8DNJ<O[;^RABD<[]_YE6\RCaPBch<THJ5� CD8A\<AU<5daE6:Df8R\e8D6PBcHY�5Y�m:8 YE6HT�5Y�m:8 I;^

\AA[N�85 4G6D<[]_YE6\RCa=8EDNJ<O

\e8D6PBcHY�5Y�m:8 D<[]_YE6\RCa

1-82©2013 Chakchai So-InCS 322 391Khon Kaen University

\e8D6PBcHY�5Y�m:8

YE6HT�5Y�m:8

D<[]_YE6\RCa

\AA[N�85

HA�c ABY�m:8

4=;SIQTO=8ES[Ef[E^R SAf9hf Y�m:8=8EDNJ<O

C;5:8C78[^M^Of8RHY�5E6MM

CD8A\<AU<5daI^RY�m:8DNJ<OCD8A\<AU<5daI^RY�m:8DNJ<O

1-83©2013 Chakchai So-InCS 322 391Khon Kaen University

Y�m:8=8EDNJ<O

D<[]_YE6\RCa=8EDNJ<O

h�c^HE�c^RDNJ<O

D<[]_YE6\RCaI^RR85DNJ<OD<[]_YE6\RCaI^RR85DNJ<O (([f^[f^))� C78]8ADNJ<O 4G6D<[]_YE6\RCa=8EDNJ<O [;^R\^TCG;^R=<5� HIBO5J8= Y�m:8 (C78]8A) =8EDNJ<O� C78]8A:E� D<[]_YE6\RCaOf^O[;^RP78=8EDNJ<O ST; 4G6`G=8EDNJ<OPBcST;

EDA=<5HY�5`G=8EDNJ<OI^R C78]8A:E� D<[]_YE6\RCa:G<=� [;^R\^TCG;^R=<Mh�c^HE�c R \e8UCD8AHY�5A8I^RY�m:8

\8A8E]=78:5T\AA[N�85=8EDNJ<OST;

1-84©2013 Chakchai So-InCS 322 391Khon Kaen University

[;^R\^TCG;^R=<Mh�c^HE�c R \e8UCD8AHY�5A8I^RY�m:8� \8A8E]=78:5T\AA[N�85=8EDNJ<OST;� [;^RCE^MCG_A\NcRPBc[;^R=8E>?=@8� [;^RE6M_\NcRPBcJ6>?=@8 [<D4YE 4G6=G_fAPBc>?=@8� e8@8PBc9h; \<�5 =6P<TE<TST;9JCD8A h<THJ5

D<[]_YE6\RCaI^RR85DNJ<OD<[]_YE6\RCaI^RR85DNJ<O (([f^[f^))� E6M_Df8[;^R=8E>?=@8HE�c R9T/^O8=EF;\NcR9T?

� HU�c^>?=@8� HU�c^YE6HAN5�� HU�c^\78EDJ (SURVEY) � HU�c^MEEO8O (DESCRIBE)� HU�c^^dNM8O (EXPLAIN)

� HU�c^>?=@8HYEBOMHPBOM

1-85©2013 Chakchai So-InCS 322 391Khon Kaen University

� HU�c^>?=@8HYEBOMHPBOM� HU�c^>?=@8CD8A\<AU<5da� HU�c^P7858O� HU�c^P78=8EPTG^R

� HU�c^\<RHCE86:a (SYNTHESIZE)� HU�c^YE6HAN5 (EVALUATE)� HU�c^U<V58 (DEVELOP)

Y�m:8PBcUM\78:E<MD<[]_YE6\RCaI^RR85DNJ<OY�m:8PBcUM\78:E<MD<[]_YE6\RCaI^RR85DNJ<OY�m:8PBcUM

•E6M_\NcRPBcHY�5YE6QOh5aJ8==8EDNJ<O :E�^E6M_ G=8EDNJ<OPBc[;^R=8E^O8=EF; :E� E6M_Y�m:8PBc[;^R=8E4=;SI9:;:ATSY

:G<==8E\78C<m• E6M_=NJ=EEA:E�^

=E6MD5=8EPBc5<=DNJ<O[;^R=E6P78HU�c 9:;ST; I; AFGPBc[^MC78]8ADNJ<O

=8EHIBO5h�c^HE�c^R=8EDNJ<O=8EHIBO5h�c^HE�c^R=8EDNJ<O

1-87©2013 Chakchai So-InCS 322 391Khon Kaen University

=8EHIBO5h�c^HE�c^R=8EDNJ<O=8EHIBO5h�c^HE�c^R=8EDNJ<O

=8EHIBO5h�c^HE�c^R=8EDNJ<O=8EHIBO5h�c^HE�c^R=8EDNJ<O� 1. h�c^HE�c^R[;^R9h;e8@8PBcRf8O=6P<TE<T 4G6h<THJ5CE^M

CG_AY�m:8PBcJ6>?=@8 Y�m:8P<�R:AT SAfI<T4O;R=<MH5��^:8PBcJ6P78DNJ<O� 2. h�c^HE�c^R[;^R\8A8E]M^=ST;Df8HY�5=8E>?=@8^6SE =<M9CE :E�^I^R9CE

PBcS:5 :E�^HA�c^S:Ef� 3. h�c^HE�c^R[;^RSAfO8DA8=J5�_�AH� ^O� 4. h�c^HE�c^RSAf\<�5A8=H=N5SY J5 f85JM4G;DO<R[;^R=8EE8OG6H BOTHUNcAH[NA� 4. h�c^HE�c^RSAf\<�5A8=H=N5SY J5 f85JM4G;DO<R[;^R=8EE8OG6H BOTHUNcAH[NA� 5. h�c^HE�c^RA<=I?�5[;5T;DOC7858AA8==Df8=ENO8 :E�^C78C_b><UPa �c5�PBc9h;

A8= C�^ C78PBcI?�5[;5T;DO �=8E�:E�^ �CD8A� Hhf5 =8E>?=@8 =8EDNHCE86:a :E�^=8EHYEBOMHPBOM

� 6. =8EHIBO5h�c^HE�c^R95M8RHE�c^R\8A8E]HIBO595G<=@b6PBcHY�5YE6QOCC78]8AST;

� 7. \8A8E][^MST;Df8 >?=@8YE8=Z=8Eba:E�^[<D4YE^6SE =<M9CE PBcS:5:E�^HA�c^SE

I;^M=UEf^R[f8R� PBcCDE:GB=HGBcORI;^M=UEf^R[f8R� PBcCDE:GB=HGBcOR� 1. 95h�c^HE�c^RSAfCDEABC78Of^� 2. h�c^HE�c^RDNJ<OPBcHY�5e8@8SPOCDE9h;e8@8SPO SAfCDEHIBO5

e8@8 <R=�@Y5e8@8SPO e8@8 <R=�@C784YGHY�5e8@8SPO� 3. h�c^HE�c^RDNJ<OPBcHIBO5e8@8SPO4G6HIBO5e8@8 <R=�@=78=<MT;DO5<�5

[;^RABCD8A:A8O[ER=<5 4G6CE^MCG_AH5��^:8H:A�^5=<5P<�R 2 e8@8

1-89©2013 Chakchai So-InCS 322 391Khon Kaen University

I<�5[^5=8E[<�Rh�c^HE�c^RDNJ<OI<�5[^5=8E[<�Rh�c^HE�c^RDNJ<O� 1. =8EDNHCE86:aY�m:8=8EDNJ<O

� Y�m:8AB^OFfJENR� Y�m:8O<RSAfABC78[^M� Y�m:89:AfSAf=D;8R9:mfH=N5DN\<O`F;DNJ<OJ6P78ST;� Y�m:8PBc\E;8R\EECaSAf=E6PM`F;9T:E�^P78G8O9CEY�m:8PBc\E;8R\EECaSAf=E6PM`F;9T:E�^P78G8O9CE� Y�m:8:8C78[^MST;T;DOE6HMBOMDNdBDNJ<O

� 2. =8E=78:5TY�m:8=8EDNJ<O� Y�m:8DNJ<OC�^^6SE (=8E>?=@8, _[\8:=EEA,MEN:8E)� Y�m:8J8==8EYZNM<[NR85,=8EA^M:A8OR85,YE6\M=8Eba, H^=\8E

R85DNJ<O� Y�m:8ABPBcA8J8=S:5� Y�m:8J64=;SIPBc^6SE/9CE

I<�5[^5=8E[<�Rh�c^HE�c^RDNJ<OI<�5[^5=8E[<�Rh�c^HE�c^RDNJ<O (([f^[f^))� 3. =8E=78:5TDNdB=8E4=;Y�m:8:E�^U<V58:5fDOR85

� HU�c^>?=@8Y�m:8=8E\^5:E�^:5fDOR85� HU�c^>?=@8HYEBOMHPBOMDNdB=8E� HU�c^:8DNdB=8E� HU�c^U<V58

1-91©2013 Chakchai So-InCS 322 391Khon Kaen University

HU�c^U<V58� HU�c^YE6HAN5`G

� 4. =8E[<�Rh�c^HE�c^RDNJ<O� :<DI;^DNJ<O[;^RM^=Df8P78^6SE/^Of8RSE/=<M9CE� :<DI;^h<THJ54G6AB^RCaYE6=^MCEM� :<DI;^[ER[8AD<[]_YE6\RCa=8EDNJ<O� :<DI;^MfRM^=Y�m:8/:8DNdB=8E4=;SI/

h�c^R85DNJ<O4O=[8AYE6HeP=8EDNJ<Oh�c^R85DNJ<O4O=[8AYE6HeP=8EDNJ<O� =8EDNJ<OU��5�85 (Basic Research)� =8EDNJ<OYE6O_=[a (Applied Research)� =8EDNJ<O4G6U<V58 (Research and Development : R&D )� =8EDNJ<OHhNRYE6HAN5 (Evaluation Research)

�G�

1-92©2013 Chakchai So-InCS 322 391Khon Kaen University

�G�

C78]8APBc]F=UM C78]8APBc]F=UM ((Mf^OMf^O))� 1. :<DI;^DNJ<OHY�5E6T<MYENmm8 [EB/QP/H^= (cs/it) :E�^SAf� 2. R85DNJ<OABI58TH:A86\AHY�5R85DNJ<OE6T<MYENmm8 [EB/QP/H^=

(cs/it) :E�^SAf� 3. R85DNJ<OU^J6JMYENmm8 [EB/QP/H^= (cs/it) ST;:E�^SAf� 4. I58TI^RR85DNJ<O 2/3 :5fDO=N[ 4/3 :5fDO=N[ 4[=[f8R=<5^Of8RSE

5. =78G<RHIBO5:G<==8E:E�^P�@�B9:Af :E�^HYGf8

1-93©2013 Chakchai So-InCS 322 391Khon Kaen University

� 5. =78G<RHIBO5:G<==8E:E�^P�@�B9:Af :E�^HYGf8� 6. \E;8R^RCaCD8AEF;9:Af9:;=<MQG= :E�^SAf� 7. =E6MD5DNJ<O:E�^=8EST;A8�?cRI;^AFG :E�^DNdB=8EP8R\]N[NO8=H=N5

=78G<RI^RC5dEEAT8J6P78ST; :E�^HYGf8� 8. HY�5R85E6T<Mh8[N:E�^E6T<M5858h8[N S:A

=E^M45D=E^M45D((CD8ACD8A))CNT=8EDNJ<OCNT=8EDNJ<O

1-94©2013 Chakchai So-InCS 322 391Khon Kaen University

=E^M45D=E^M45D((CD8ACD8A))CNT=8EDNJ<OCNT=8EDNJ<O

=E^M45D=E^M45D((CD8ACD8A))CNT=8EDNJ<OCNT=8EDNJ<O� =8E=78:5T=E^M=8EP78DNJ<OQTOHIBO5CD8A\<AU<5daI^R[<D4YEPBcJ6

>?=@8HY�54`5eFANPBcHEBO=Df8 =E^M45DCNT HUE86HY�5=E^MPBcHIBO5I?�5A8J8=45DCNT95=8EDNJ<O

� G<=@b6\78C<mC�^ 4J%AK'L�'+��+M6NJ� 4[=[f8RJ8=I^MHI[I^R=8EDNJ<O (D<[]_YE6\RCa \8E6\78C<m4G6

YE6h8=EPBc>?=@8)

1-95©2013 Chakchai So-InCS 322 391Khon Kaen University

YE6h8=EPBc>?=@8)� Y�m:8=8EDNJ<O9T�^8JAB=E^M45DCNTST; :G8O4MM HUE86ABP�@�B

:E�^45DCNT95=8EA^RY�m:8:G8=:G8O� =8E578H\5^e8UEDA� I^RR85DNJ<OPBc`F;DNJ<OJ6P78QTO=78:5T^^=A8

9:;H:�5EFYdEEAh<THJ5 J8==8E>?=@8DNHCE86:aH^=\8E[78E8 P�@�B [G^TJ5R85DNJ<OPBcH=BcODI;^R^Of8RCE^MCG_A 4G;D578H\5^:E�^\E_YHY�5e8UEDA9:;h<THJ59:;Rf8O[f^CD8AHI;89J95Y�m:84G6DNdB=8EDNJ<O

EFY4MM=8EH\5^=E^M45DCNT=8EDNJ<OEFY4MM=8EH\5^=E^M45DCNT=8EDNJ<O� 1. =E^M45DCNTHhNRUEEb58� 2. =E^M45DCNT4MMJ78G^R:E�^��Rh<c5P8RCbN[>8\[Ea� 3. =E^M45DCNT4MM4`5e8U� 4. =E^M45DCNT4MM`\A`\85

E8OST;

=8E>?=@8 U�[N=EEA=8E:8

1-96©2013 Chakchai So-InCS 322 391Khon Kaen University

� 1. CD8A[ER[f^YE6HT�5I^R=8EDNJ<O� 2. CD8ARf8O4G6SAf�<M�;^5� 3. CD8A\^TCG;^R=<MCD8A\59J� 4. CD8AABYE6QOh5a

=8E>?=@8

=8EH[EBOA

U�[N=EEA=8E:8I;^AFG\_Ie8U

���.�C��O.�� .7P'�3��43�,���.�C��O.�� .7P'�3��43�, 4`5e8U CD8A\<AU<5daE6:Df8R\8H:[_ =8EHYGBcO54YGR4G6`G=E6PMT;85YE6h8=E

E6T<Mh_Ah5 H5�c^RJ8=QCER=8EYGF=\E;8R\D5Y�8

=8EHI;8EfDAQCER=8E YGF=\D5Y�8

=8EHYGBcO54YGR * QCER\E;8R=8EYE6=^M^8hBU * E8OST;I^R:AFfM;85[f^C5 * \<T\fD5=8EHI;8EfDA 4ERR85 J7845=[8A^8O_4G6HU>

=8EHYGBcO54YGRYE6h8=E

* e8D=8Eba[8OI^RHT�= * e8D6HJENmU<5d_a *

QCER=8EU<V58 �c5� 95h_Ah5

J7845=[8A^8O_4G6HU>

* EFY4MM=8E9h;YE6QOh5aPBcTN5I^Rh_Ah5

* e8D6HJENmU<5d_a * e8D6=8EO;8O]Nc5

H:[_ (causes) `G (effects) `G=E6PM (impacts)

MPC<TOfMPC<TOf

1-98©2013 Chakchai So-InCS 322 391Khon Kaen University

MPC<TOfMPC<TOf

MPC<TOf C�^^6SE MPC<TOf C�^^6SE � MPC<TOf^ C�^ R85DNJ<O�M<MOf^ � MPC<TOf^CDEABH5��^:89JCD8APBc\E_YOf^\fD5:G<=4G6\fD5\78C<mI^R

E8OR85DNJ<O� HY�5\fD5Of^\E_YI^R �I;^\5HP>� PBcMEEJ_^OFf95R85DNJ<O� HY�5\NcR4E=PBc`F; f85ST; f85� HY�5H:A�^5\NcRMfRhB�C_be8UI^RR85DNJ<O

1-99©2013 Chakchai So-InCS 322 391Khon Kaen University

� HY�5H:A�^5\NcRMfRhB�C_be8UI^RR85DNJ<O� CD8AYE6P<M9J95MPC<TOf^AB`G=E6PM^Of8RA8=95=8E>?=@8R85DNJ<O

CD8AO8DI^RMPC<TOf^ CD8AO8DI^RMPC<TOf^ � MPC<TOf^CDEABCD8AO8DSAfH=N5:5?cR:5;8=E6T8@ A4 QTOAB:<DI;^4G6

QCER\E;8R �c5 � [8AEFY4MMPBcA:8DNPO8G<O=78:5T� [;^R9h;C78^Of8RYE6:O<T4G6Hh�c^AQOR9JCD8A9:;TB� 9h;];^OC78PBcABCD8A:A8O h<THJ54G6[ERYE6HT�5� MPC<TOf^PBcO8DA8=J78HY�5[;^RHEBOMHEBORH\BO9:Af

1-100©2013 Chakchai So-InCS 322 391Khon Kaen University

\8E6\78C<mI^RMPC<TOf \8E6\78C<mI^RMPC<TOf � D<[]_YE6\RCaI^R=8EDNJ<O� YE6h8=E4G6=G_fA[<D^Of8R (EDA]?R

DNdB=8E\_fA[<D^Of8R)� HCE�c^RA�^PBc9h;95=8EDNJ<O (EDA]?R

C_be8UI^RHCE�c^RA�^)� =8EH=�MEDMEDAI;^AFG

1-101©2013 Chakchai So-InCS 322 391Khon Kaen University

� =8EH=�MEDMEDAI;^AFG� \]N[NPBc9h;95=8EDNHCE86:aI;^AFG� \E_Y`G=8EDNJ<O(I;^C;5UM)PBc\78C<mPBc

[^M\5^R[f^D<[]_YE6\RCaI^R=8EDNJ<O9:;CEMP_=I;^ QTOSAf[;^RABI;^H\5^456

\E_Y=8EHIBO5MPC<TOf^\E_Y=8EHIBO5MPC<TOf^� ]F=[;^R[8AEFY4MMI^RA:8DNPO8G<O� H5��^:8\8E6CEM];D5� CD8AO8DSAfH=N5 1 :5;8=E6T8@ A4� [;^RSAfABe8@8 <R=�@Y5� SAf9h;C78HTNA��78� 95:G8O � PBc

1-102©2013 Chakchai So-InCS 322 391Khon Kaen University

SAf9h;C78HTNA��78� 95:G8O � PBc� 9h;C78]F=[;^R[8A><UPaDNh8=8E ><UPaE8hM<boN[Oa� MPC<TOf^e8@8 <R=�@J6[;^RABH5��^:8\8E6[ER=<5=<MMPC<TOf^e8@8SPO� 9h;EFYYE6QOCe8@8 <R=�@PBc]F=[;^R (YE6d85+=ENO8+=EEA(];8AB))� 9h;C78PBc]F=[;^R (P<�RC78P<cDSY 4G6h�c^H�U86)� ^Of89h;H5��^:8PBc578A8J8=HCE�c^RA�^hfDO4YGQTOHT�TI8T

“There is no way to get

experience except through

experience.”

1-103©2013 Chakchai So-InCS 322 391Khon Kaen University

Thank you and Question?Thank you and Question?

1-104©2013 Chakchai So-InCS 322 391Khon Kaen University

Practice Section I: Matching YourselvesPractice Section I: Matching Yourselves� Each group:

� List knowledge area (AI, network, game, mobile, etc.)� List skill (programming, configuration, graphic and animation, etc.)� Find out Topic (good enough) 2-3 topics = what is the problem be solved?Find out Keywords = 5-6 keys

1-105©2013 Chakchai So-InCS 322 391Khon Kaen University

� Find out Keywords = 5-6 keys� How to achieve? 1m 2m. 3m.

� Project Examples: NSC 2012/2013/2014� Research Examples: IEEExplore and Sciencedirect� 5 minutes Presentation (PPT)

Homework Homework 11� Revise your topic idea = concrete

� What?� (Probably) talk to your prospective adviser/ other course project lecturer

� Who?� Find out 15 related projects/research (>5 opensource) (bring info to class)

1-106©2013 Chakchai So-InCS 322 391Khon Kaen University

� What?� Provide reasons why you want to DO this project

� Why?

top related