Size: px
Start display at page:

Download ""

Transcription

1

2

3

4 Problem New Case RETRIEVE Learned Case Retrieved Cases New Case RETAIN Tested/ Repaired Case Case-Base REVISE Solved Case REUSE

5

6

7

8

9

10

11

12

13

14 Aamodt, A. and Plaza, E. (1994). Case-based reasoning; Foundational issues, methodological variations, and system approaches, AI Communications, Vol. 7(1), Ahn, H., Kim, K.-j. and Han, I. (2006a). Hybrid Genetic Algorithms and Case-based Reasoning Systems for Customer Classification, Expert Systems, Vol. 23(3), Ahn, H., Kim, K.-j. and Han, I. (2006b). Global optimization of feature weights and the number of neighbors that combine in a CBR system, Expert Systems, Vol. 23(5), Ahn, H., Kim, K.-j. and Han, I. (2007). A Case-based Reasoning System with the Two- Dimensional Reduction Technique for Customer Classification, Expert Systems with Applications, Vol. 32(4), Chiu, C. (2002). A case-based customer classification approach for direct marketing, Expert Systems with Applications, Vol. 22, Chiu, C., Chang, P. C., and Chiu, N. H. (2003). A case-based expert support system for duedate assignment in a water fabrication factory, Journal of Intelligent Manufacturing, Vol. 14, Garrell i Guiu, J. M., Golobardes i Ribé, E., Bernadó i Mansilla, E., and Llorà i Fàbrega, X. (1999). Automatic diagnosis with genetic algorithms and case-based reasoning, Artificial Intelligence in Engineering, Vol. 13, Kim, K. and Han, I. (2001). Maintaining case-based reasoning systems using a genetic algorithms approach, Expert Systems with Applications, Vol. 21, Kim, T.S., Yoon, J.H., and Lee, H.K. (2002). Performance of a nonparametric multivariate nearest neighbor model in the prediction of stock index returns, Asia Pacific Management Review, Vol. 7, Kumar, V. and Reinartz, W. J. (2006). Customer Relationship Management: A Databased Approach. NJ: John Wiley & Sons. Kuncheva, L. I. and Jain, L. C. (1999). Nearest neighbor classifier: Simultaneous editing and feature selection, Pattern Recognition Letters, Vol. 20,

15 Shin, K. S. and Han, I. (1999). Case-based reasoning supported by genetic algorithms for corporate bond rating, Expert Systems with Applications, Vol. 16, Siedlecki, W. and Sklanski, J. (1989). A note on genetic algorithms for large-scale feature selection, Pattern Recognition Letters, Vol. 10, Sun, J. and Hui, X.-F. (2006). Financial Distress Prediction Based on Similarity Weighted Voting CBR, Lecture Notes in Artificial Intelligence, Vol. 4093,

16 Case-based reasoning(cbr) is a problem solving technique that is quite simple to implement in general, but often handles complex and unstructured decision making problems very effectively. Thus, it has been applied to various problem-solving areas including manufacturing, finance and marketing. Nonetheless, it is never easy to design effective CBR systems because they have several factors for design including issues on 'combining similar cases'. This study proposes a novel CBR model, which explores similar cases in an innovative way. Conventional CBR models determine similar cases according to fixed number of neighbors to combine, or relative similarity ratios. However, our model selects similar cases based on similarity threshold - an absolute value ranging from 0 to 1 - and coverage. To validate the usefulness of our model, we applied it to a case for target marketing of an Internet shopping mall in Korea. As a result, we found that our model might be applied to find appropriate prospects for target marketing in an effective way. *Full-time Instructor, Dept. of Business Administration, SungShin Women's University

김경재 안현철 지능정보연구제 17 권제 4 호 2011 년 12 월

김경재 안현철 지능정보연구제 17 권제 4 호 2011 년 12 월 지능정보연구제 17 권제 4 호 2011 년 12 월 (pp.241~254) Support vector machines(svm),, CRM. SVM,,., SVM,,.,,. SVM, SVM. SVM.. * 2009() (NRF-2009-327- B00212). 지능정보연구제 17 권제 4 호 2011 년 12 월 김경재 안현철 지능정보연구제 17 권제 4 호

More information

지능정보연구제 16 권제 1 호 2010 년 3 월 (pp.71~92),.,.,., Support Vector Machines,,., KOSPI200.,. * 지능정보연구제 16 권제 1 호 2010 년 3 월

지능정보연구제 16 권제 1 호 2010 년 3 월 (pp.71~92),.,.,., Support Vector Machines,,., KOSPI200.,. * 지능정보연구제 16 권제 1 호 2010 년 3 월 지능정보연구제 16 권제 1 호 2010 년 3 월 (pp.71~92),.,.,., Support Vector Machines,,., 2004 5 2009 12 KOSPI200.,. * 2009. 지능정보연구제 16 권제 1 호 2010 년 3 월 김선웅 안현철 社 1), 28 1, 2009, 4. 1. 지능정보연구제 16 권제 1 호 2010 년 3 월 Support

More information

I

I I II III (C B ) (C L ) (HL) Min c ij x ij f i y i i H j H i H s.t. y i 1, k K, i W k C B C L p (HL) x ij y i, i H, k K i, j W k x ij y i {0,1}, i, j H. K W k k H K i i f i i d ij i j r ij i j c ij r ij

More information

<313120C0AFC0FCC0DA5FBECBB0EDB8AEC1F2C0BB5FC0CCBFEBC7D15FB1E8C0BAC5C25FBCF6C1A42E687770>

<313120C0AFC0FCC0DA5FBECBB0EDB8AEC1F2C0BB5FC0CCBFEBC7D15FB1E8C0BAC5C25FBCF6C1A42E687770> 한국지능시스템학회 논문지 2010, Vol. 20, No. 3, pp. 375-379 유전자 알고리즘을 이용한 강인한 Support vector machine 설계 Design of Robust Support Vector Machine Using Genetic Algorithm 이희성 홍성준 이병윤 김은태 * Heesung Lee, Sungjun Hong,

More information

°í¼®ÁÖ Ãâ·Â

°í¼®ÁÖ Ãâ·Â Performance Optimization of SCTP in Wireless Internet Environments The existing works on Stream Control Transmission Protocol (SCTP) was focused on the fixed network environment. However, the number of

More information

09구자용(489~500)

09구자용(489~500) The Study on the Grid Size Regarding Spatial Interpolation for Local Climate Maps* Cha Yong Ku** Young Ho Shin*** Jae-Won Lee**** Hee-Soo Kim*****.,...,,,, Abstract : Recent global warming and abnormal

More information

44-4대지.07이영희532~

44-4대지.07이영희532~ A Spatial Location Analysis of the First Shops of Foodservice Franchise in Seoul Metropolitan City Younghee Lee* 1 1 (R) 0 16 1 15 64 1 Abstract The foodservice franchise is preferred by the founders who

More information

04-다시_고속철도61~80p

04-다시_고속철도61~80p Approach for Value Improvement to Increase High-speed Railway Speed An effective way to develop a highly competitive system is to create a new market place that can create new values. Creating tools and

More information

#Ȳ¿ë¼®

#Ȳ¿ë¼® http://www.kbc.go.kr/ A B yk u δ = 2u k 1 = yk u = 0. 659 2nu k = 1 k k 1 n yk k Abstract Web Repertoire and Concentration Rate : Analysing Web Traffic Data Yong - Suk Hwang (Research

More information

???? 1

???? 1 The Korean Journal of Applied Statistics (2013) 26(1), 201 208 DOI: http://dx.doi.org/10.5351/kjas.2013.26.1.201 A Note on Model Selection in Mixture Experiments with Process Variables Jung Il Kim a,1

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA FPS게임 구성요소의 중요도 분석방법에 관한 연구 2 계층화 의사결정법에 의한 요소별 상관관계측정과 대안의 선정 The Study on the Priority of First Person Shooter game Elements using Analytic Hierarchy Process 주 저 자 : 배혜진 에이디 테크놀로지 대표 Bae, Hyejin AD Technology

More information

<303120B1E8C1D8BCF62E687770>

<303120B1E8C1D8BCF62E687770> < 論 文 > PSM기법을 활용한 공동주택 개발사업지의 수요예측 5 주택연구 제21권 제1호 2013. 2. : 5~35 Housing Studies Review Vol. 21, No. 1 : 5~35 접수일 : 2012. 07. 12. 심사일 : 2012. 07. 23. 심사완료일 : 2012. 09. 19. 1)PSM기법을 활용한 공동주택 개발사업지의 수요예측*

More information

학습영역의 Taxonomy에 기초한 CD-ROM Title의 효과분석

학습영역의 Taxonomy에 기초한 CD-ROM Title의 효과분석 ,, Even the short history of the Web system, the techniques related to the Web system have b een developed rapidly. Yet, the quality of the Webbased application software has not improved. For this reason,

More information

ADMINISTRATION AND MANAGEMENT JOURNAL 2 3 ADMINISTRATION AND MANAGEMENT JOURNAL 4 5 ADMINISTRATION AND MANAGEMENT JOURNAL 6 7 ADMINISTRATION AND MANAGEMENT JOURNAL 8 9 ADMINISTRATION AND MANAGEMENT

More information

조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a

조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a 조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a) b) 조사연구 주제어 패널조사 횡단면가중치 종단면가중치 선형혼합모형 일반화선형혼 합모형

More information

정보기술응용학회 발표

정보기술응용학회 발표 , hsh@bhknuackr, trademark21@koreacom 1370, +82-53-950-5440 - 476 - :,, VOC,, CBML - Abstract -,, VOC VOC VOC - 477 - - 478 - Cost- Center [2] VOC VOC, ( ) VOC - 479 - IT [7] Knowledge / Information Management

More information

., (, 2000;, 1993;,,, 1994), () 65, 4 51, (,, ). 33, 4 30, 23 3 (, ) () () 25, (),,,, (,,, 2015b). 1 5,

., (, 2000;, 1993;,,, 1994), () 65, 4 51, (,, ). 33, 4 30, 23 3 (, ) () () 25, (),,,, (,,, 2015b). 1 5, * 4.,, 3,,, 3,, -., 3, 12, 27, 20. 9,,,,,,,,. 6,,,,,. 5,,,,.. * (2016),. (Corresponding Author): / / 303 Tel: 063-225-4496 / E-mail: jnj1015@jj.ac.kr ., (, 2000;, 1993;,,, 1994), 2000. 2015 () 65, 4 51,

More information

:,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α= ,.,,..,,,.,. :,, ( )

:,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α= ,.,,..,,,.,. :,, ( ) :,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α=.83.91.,.,,..,,,.,. :,, (402-751) 253 E-mail : yspark@inha.ac.kr ..,.,.,. Bandura(1997),.,,,,., (,,, 2009), (,,,, 2014).?.,,,.. Bandura (1995) (Resiliency

More information

에너지경제연구 Korean Energy Economic Review Volume 17, Number 2, September 2018 : pp. 1~29 정책 용도별특성을고려한도시가스수요함수의 추정 :, ARDL,,, C4, Q4-1 -

에너지경제연구 Korean Energy Economic Review Volume 17, Number 2, September 2018 : pp. 1~29 정책 용도별특성을고려한도시가스수요함수의 추정 :, ARDL,,, C4, Q4-1 - 에너지경제연구 Korean Energy Economic Review Volume 17, Number 2, September 2018 : pp. 1~29 정책 용도별특성을고려한도시가스수요함수의 추정 :, ARDL,,, C4, Q4-1 - . - 2 - . 1. - 3 - [ 그림 1] 도시가스수요와실질 GDP 추이 - 4 - - 5 - - 6 - < 표 1>

More information

........pdf 16..

........pdf 16.. Abstract Prospects of and Tasks Involving the Policy of Revitalization of Traditional Korean Performing Arts Yong-Shik, Lee National Center for Korean Traditional Performing Arts In the 21st century, the

More information

- 2 -

- 2 - - 1 - - 2 - - 3 - - 4 - - 5 - - 6 - - 7 - - 8 - - 9 - - 10 - - 11 - - 12 - - 13 - - 14 - - 15 - - 16 - - 17 - - 18 - - 19 - - 20 - - 21 - - 22 - - 23 - - 24 - - 25 - - 26 - - 27 - - 28 - - 29 - - 30 -

More information

03±èÀçÈÖ¾ÈÁ¤ÅÂ

03±èÀçÈÖ¾ÈÁ¤Å x x x x Abstract The Advertising Effects of PPL in TV Dramas - Identificaiton by Implicit Memory-based Measures Kim, Jae - hwi(associate professor, Dept. of psychology, Chung-Ang University) Ahn,

More information

01이정훈(113~127)ok

01이정훈(113~127)ok The Role of Historical Relativity in International Exchange of Culture and Tourism at the Regional Level: A Case of Gyeonggi and Shandong Province Jung-hoon Lee** Kyung-Eun Choi*** Eun-Ja Lee****,.,,.,,.,,.,.,.,,,

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:21~34 Received: 2016/12/04, Accepted: 2016/12/27 Revised: 2016/12/19, Published: 2016/12/30 [ABSTRACT] With the development of the Internet,

More information

<32392D342D313020C0FCB0C7BFED2CC0CCC0B1C8F12E687770>

<32392D342D313020C0FCB0C7BFED2CC0CCC0B1C8F12E687770> Journal of the Society of Korea Industrial and Systems Engineering Vol 9 No 4 pp75 8 December 006 유전자 알고리즘을 이용한 시간제약 차량경로문제 * ** * ** 1 Vehicle Routing Problems with Time Window Constraints by Using Genetic

More information

untitled

untitled Logistics Strategic Planning pnjlee@cjcci.or.kr Difference between 3PL and SCM Factors Third-Party Logistics Supply Chain Management Goal Demand Management End User Satisfaction Just-in-case Lower

More information

Æ÷Àå82š

Æ÷Àå82š Yun, Ilsoo (E-mail : ilsooyun@ajou.ac.kr) Oh, Cheol (E-mail : cheolo@hanyang.ac.k) Ahn, Hyunkyung (E-mail : anhyunkyung@ajou.ac.kr) Kim, Kyunghyun (E-mail : kk6661@ajou.ac.kr) Han, Eum (E-mail : hano3106@ajou.ac.kr)

More information

Output file

Output file 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 An Application for Calculation and Visualization of Narrative Relevance of Films Using Keyword Tags Choi Jin-Won (KAIST) Film making

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:275~289 Received: 2016/12/02, Accepted: 2016/12/22 Revised: 2016/12/20, Published: 2016/12/30 [ABSTRACT] SNS is used in various fields. Although

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4)

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4) THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2018 Oct.; 29(10), 799 804. http://dx.doi.org/10.5515/kjkiees.2018.29.10.799 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) Method

More information

<33312D312D313220C0CCC7D1C1F820BFB0C3A2BCB12E687770>

<33312D312D313220C0CCC7D1C1F820BFB0C3A2BCB12E687770> Journal of the Society of Korea Industrial and Systems Engineering Vol No pp March 8 Scatter Search를 이용한 신뢰성 있는 네트워크의 경제적 설계 * ** * ** Economic Design of Reliable Networks Using Scatter Search HanJin Lee*

More information

06_À̼º»ó_0929

06_À̼º»ó_0929 150 151 alternative investment 1) 2) 152 NPE platform invention capital 3) 153 sale and license back 4) 154 5) 6) 7) 155 social welfare 8) 156 GDP 9) 10) 157 Patent Box Griffith EUROSTAT 11) OTC M&A 12)

More information

부문별 에너지원 수요의 변동특성 및 공통변동에 미치는 거시적 요인들의 영향력 분석

부문별 에너지원 수요의 변동특성 및 공통변동에 미치는 거시적 요인들의 영향력 분석 에너지경제연구 Korean Energy Economic Review Volume 15, Number 1, March 2016 : pp. 33 ~ 67 부문별에너지원수요의변동특성및공통변동에 미치는거시적요인들의영향력분석 33 ~ < 표 1> 에너지소비량과주요변수들의연평균증가율 ~ ~ ~ ~ ~ 34 35 36 37 38 ~ 39 [ 그림 1] 부문별에너지원소비량의증가율

More information

À±½Â¿í Ãâ·Â

À±½Â¿í Ãâ·Â Representation, Encoding and Intermediate View Interpolation Methods for Multi-view Video Using Layered Depth Images The multi-view video is a collection of multiple videos, capturing the same scene at

More information

<31325FB1E8B0E6BCBA2E687770>

<31325FB1E8B0E6BCBA2E687770> 88 / 한국전산유체공학회지 제15권, 제1호, pp.88-94, 2010. 3 관내 유동 해석을 위한 웹기반 자바 프로그램 개발 김 경 성, 1 박 종 천 *2 DEVELOPMENT OF WEB-BASED JAVA PROGRAM FOR NUMERICAL ANALYSIS OF PIPE FLOW K.S. Kim 1 and J.C. Park *2 In general,

More information

B-05 Hierarchical Bayesian Model을 이용한 GCMs 의 최적 Multi-Model Ensemble 모형 구축

B-05 Hierarchical Bayesian Model을 이용한 GCMs 의 최적 Multi-Model Ensemble 모형 구축 Hierarchical Bayesian Model 을 이용한 GCMs 의 최적 Multi-Model Ensemble 모형 구축 Optimal Multi-Model Ensemble Model Development Using Hierarchical Bayesian Model Based 권 현 한 * 민 영 미 **Saji N. Hameed *** Hyun-Han

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Dec.; 27(12),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Dec.; 27(12), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2016 Dec.; 27(12), 1036 1043. http://dx.doi.org/10.5515/kjkiees.2016.27.12.1036 ISSN 1226-3133 (Print) ISSN 2288-226X (Online)

More information

<30382E20B1C7BCF8C0E720C6EDC1FD5FC3D6C1BEBABB2E687770>

<30382E20B1C7BCF8C0E720C6EDC1FD5FC3D6C1BEBABB2E687770> 정보시스템연구 제23권 제1호 한국정보시스템학회 2014년 3월, pp. 161~184 http://dx.doi.org/10.5859/kais.2014.23.1.161 베이비붐세대의 디지털라이프 지수* 1) 권순재**, 김미령*** Ⅰ. 서론 Ⅱ. 기존문헌 연구 2.1 베이비붐세대의 현황과 특성 2.2 베이비붐의 세대이 정보화 연구 Ⅲ. 연구내용 및 방법 Ⅳ.

More information

10 이지훈KICS2015-03-068.hwp

10 이지훈KICS2015-03-068.hwp 논문 15-40-05-10 The Journal of Korean Institute of Communications and Information Sciences '15-05 Vol.40 No.05 http://dx.doi.org/10.7840/kics.2015.40.5.851 가로등 인프라를 활용한 안전한 스마트 방범 시스템 차 정 화, 이 주 용 *, 이

More information

04 형사판례연구 19-3-1.hwp

04 형사판례연구 19-3-1.hwp 2010년도 형법판례 회고 645 2010년도 형법판례 회고 2)오 영 근* Ⅰ. 서설 2010. 1. 1.에서 2010. 12. 31.까지 대법원 법률종합정보 사이트 1) 에 게재된 형법 및 형사소송법 판례는 모두 286건이다. 이 중에는 2건의 전원합의체 판결 및 2건의 전원합의체 결정이 있다. 2건의 전원합의체 결정은 형사소송법에 관한 것이고, 2건의

More information

High Resolution Disparity Map Generation Using TOF Depth Camera In this paper, we propose a high-resolution disparity map generation method using a lo

High Resolution Disparity Map Generation Using TOF Depth Camera In this paper, we propose a high-resolution disparity map generation method using a lo High Resolution Disparity Map Generation Using TOF Depth Camera In this paper, we propose a high-resolution disparity map generation method using a low-resolution Time-Of- Flight (TOF) depth camera and

More information

1 : 360 VR (Da-yoon Nam et al.: Color and Illumination Compensation Algorithm for 360 VR Panorama Image) (Special Paper) 24 1, (JBE Vol. 24, No

1 : 360 VR (Da-yoon Nam et al.: Color and Illumination Compensation Algorithm for 360 VR Panorama Image) (Special Paper) 24 1, (JBE Vol. 24, No 1: 360 VR (Da-yoon Nam et al.: Color and Illumination Compensation Algorithm for 360 VR Panorama Image) (Special Paper) 24 1, 2019 1 (JBE Vol. 24, No. 1, January 2019) https://doi.org/10.5909/jbe.2019.24.1.3

More information

<BFA9BAD02DB0A1BBF3B1A4B0ED28C0CCBCF6B9FC2920B3BBC1F62E706466>

<BFA9BAD02DB0A1BBF3B1A4B0ED28C0CCBCF6B9FC2920B3BBC1F62E706466> 001 002 003 004 005 006 008 009 010 011 2010 013 I II III 014 IV V 2010 015 016 017 018 I. 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 III. 041 042 III. 043

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:3~20 Received: 2016/12/04, Accepted: 2016/12/27 Revised: 2016/12/27, Published: 2016/12/30 [ABSTRACT] This study aims to comprehensively analyze

More information

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI: NCS : * A Study on

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI:   NCS : * A Study on Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.157-176 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.157 NCS : * A Study on the NCS Learning Module Problem Analysis and Effective

More information

¹Ìµå¹Ì3Â÷Àμâ

¹Ìµå¹Ì3Â÷Àμâ MIDME LOGISTICS Trusted Solutions for 02 CEO MESSAGE MIDME LOGISTICS CO., LTD. 01 Ceo Message We, MIDME LOGISTICS CO., LTD. has established to create aduance logistics service. Try to give confidence to

More information

20, 41..,..,.,.,....,.,, (relevant).,.,..??.,

20, 41..,..,.,.,....,.,, (relevant).,.,..??., , 41 (2007 12 ) * 1) *** ***,. IMF..,,,.,,,,.. I.. 1999 (,.),,. 2010 *. ** *** 19 20, 41..,..,.,.,....,.,, (relevant).,.,..??., 21.....,. II. 1967 G. G. Muller International Accounting. 1960. 1970... 1966,,,.

More information

example code are examined in this stage The low pressure pressurizer reactor trip module of the Plant Protection System was programmed as subject for

example code are examined in this stage The low pressure pressurizer reactor trip module of the Plant Protection System was programmed as subject for 2003 Development of the Software Generation Method using Model Driven Software Engineering Tool,,,,, Hoon-Seon Chang, Jae-Cheon Jung, Jae-Hack Kim Hee-Hwan Han, Do-Yeon Kim, Young-Woo Chang Wang Sik, Moon

More information

10¿ÀÁ¤ÁØ

10¿ÀÁ¤ÁØ A Study on Sustainability of Ecotourism Destination* Jeong-Joon Oh** Abstract : Ecotourism has been considered as sustainable tourism since it has been believed to preserve the environment of a tourist

More information

1. 서론 1.1 연구의 배경과 목적 현시대의 인간들은 넘쳐나는 미디어의 영향 속에서 살고 있다. 특히 영상매체인 가 대중문화로써 접 근하는 힘은 여타 다른 매체의 영향력보다 강하며, 그 중에서도 SF는 빠르게 변화하는 이 미래 에 가져올 영향에 대한 인간의 궁금증을

1. 서론 1.1 연구의 배경과 목적 현시대의 인간들은 넘쳐나는 미디어의 영향 속에서 살고 있다. 특히 영상매체인 가 대중문화로써 접 근하는 힘은 여타 다른 매체의 영향력보다 강하며, 그 중에서도 SF는 빠르게 변화하는 이 미래 에 가져올 영향에 대한 인간의 궁금증을 SF에 나타난 표현에 관한 연구 - 장르를 중심으로- A Study on the Expressional Characteristics of Space in the Science Fiction Films -Focused on the Dystopian genre- 한원종/ 홍익대학교 대학원 메타디자인학부 공간디자인 HAN Wonjong/ Hongik University,

More information

04서종철fig.6(121~131)ok

04서종철fig.6(121~131)ok Development of Mobile Applications Applying Digital Storytelling About Ecotourism Resources Seo, Jongcheol* Lee, Seungju**,,,. (mobile AIR)., 3D.,,.,.,,, Abstract : In line with fast settling trend of

More information

about_by5

about_by5 WWW.BY5IVE.COM BYFIVE CO. DESIGN PARTNERS MAKE A DIFFERENCE BRAND EXPERIENCE CONSULTING & DESIGN PACKAGE / OFF-LINE EDITING CONSULTING & DESIGN USER EXPERIENCE (UI/GUI) / ON-LINE EDITING CONSULTING & DESIGN

More information

DW 개요.PDF

DW 개요.PDF Data Warehouse Hammersoftkorea BI Group / DW / 1960 1970 1980 1990 2000 Automating Informating Source : Kelly, The Data Warehousing : The Route to Mass Customization, 1996. -,, Data .,.., /. ...,.,,,.

More information

15_3oracle

15_3oracle Principal Consultant Corporate Management Team ( Oracle HRMS ) Agenda 1. Oracle Overview 2. HR Transformation 3. Oracle HRMS Initiatives 4. Oracle HRMS Model 5. Oracle HRMS System 6. Business Benefit 7.

More information

1. KT 올레스퀘어 미디어파사드 콘텐츠 개발.hwp

1. KT 올레스퀘어 미디어파사드 콘텐츠 개발.hwp Journal of Next-generation Convergence Information Services Technology Vol.4, No.1, June (2015), pp. 1-8 차세대컨버전스정보서비스기술논문지 KT 올레스퀘어 미디어파사드 콘텐츠 개발 Media Fasade Contents Development of KT Olleh Square 김동조

More information

정진명 남재원 떠오르고 있다. 배달앱서비스는 소비자가 배달 앱서비스를 이용하여 배달음식점을 찾고 음식 을 주문하며, 대금을 결제까지 할 수 있는 서비 스를 말한다. 배달앱서비스는 간편한 음식 주문 과 바로결제 서비스를 바탕으로 전 연령층에서 빠르게 보급되고 있는 반면,

정진명 남재원 떠오르고 있다. 배달앱서비스는 소비자가 배달 앱서비스를 이용하여 배달음식점을 찾고 음식 을 주문하며, 대금을 결제까지 할 수 있는 서비 스를 말한다. 배달앱서비스는 간편한 음식 주문 과 바로결제 서비스를 바탕으로 전 연령층에서 빠르게 보급되고 있는 반면, 소비자문제연구 제46권 제2호 2015년 8월 http://dx.doi.org/10.15723/jcps.46.2.201508.207 배달앱서비스 이용자보호 방안 정진명 남재원 요 약 최근 음식배달 전문서비스 애플리케이션을 이용한 음식배달이 선풍적인 인기를 끌면서 배달앱서비스가 전자상거래의 새로운 거래유형으로 떠오르고 있다. 배달앱서비스는 소비자가 배달앱서비스를

More information

歯3이화진

歯3이화진 http://www.kbc.go.kr/ Abstract Terrestrial Broadcasters Strategies in the Age of Digital Broadcasting Wha-Jin Lee The purpose of this research is firstly to investigate the

More information

05(533-537) CPLV12-04.hwp

05(533-537) CPLV12-04.hwp 모바일 OS 환경의 사용자 반응성 향상 기법 533 모바일 OS 환경의 사용자 반응성 향상 기법 (Enhancing Interactivity in Mobile Operating Systems) 배선욱 김정한 (Sunwook Bae) 엄영익 (Young Ik Eom) (Junghan Kim) 요 약 사용자 반응성은 컴퓨팅 시스템에서 가장 중요 한 요소 중에 하나이고,

More information

[ReadyToCameral]RUF¹öÆÛ(CSTA02-29).hwp

[ReadyToCameral]RUF¹öÆÛ(CSTA02-29).hwp RUF * (A Simple and Efficient Antialiasing Method with the RUF buffer) (, Byung-Uck Kim) (Yonsei Univ. Depth of Computer Science) (, Woo-Chan Park) (Yonsei Univ. Depth of Computer Science) (, Sung-Bong

More information

20(53?)_???_O2O(Online to Offline)??? ???? ??.hwp

20(53?)_???_O2O(Online to Offline)??? ???? ??.hwp O2O(Online to Offline)서비스 전략방향 연구 - 모바일 사용자 경험 디자인(UX Design)을 중심으로 - O2O(Online to Offline) Service Strategy Research -Focusing on Mobile UX Design- 주저자 김 형 모 Kim, Hyung-mo BK21플러스 다빈치 창의융합인재양성사업단 BK21Plus

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:237~251 Received: 2016/11/20, Accepted: 2016/12/24 Revised: 2016/12/21, Published: 2016/12/30 [ABSTRACT] Recently, there is an increasing

More information

김기남_ATDC2016_160620_[키노트].key

김기남_ATDC2016_160620_[키노트].key metatron Enterprise Big Data SKT Metatron/Big Data Big Data Big Data... metatron Ready to Enterprise Big Data Big Data Big Data Big Data?? Data Raw. CRM SCM MES TCO Data & Store & Processing Computational

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA 김진주 김수연. 초등학생대상장애이해교육에활용된동화에나타난장애인관분석. 특수교육, 2013, 제12권, 제2호, 135-160... 20.,,. 4.,,.,..... 주제어 : 장애이해교육, 동화, 장애인관 1. ( 1 ) Incheon Munhak Elementary School ( )(, E-mail: sooyoun@ginue.ac.kr) Dept. of

More information

27 2, 17-31, , * ** ***,. K 1 2 2,.,,,.,.,.,,.,. :,,, : 2009/08/19 : 2009/09/09 : 2009/09/30 * 2007 ** *** ( :

27 2, 17-31, , * ** ***,. K 1 2 2,.,,,.,.,.,,.,. :,,, : 2009/08/19 : 2009/09/09 : 2009/09/30 * 2007 ** *** ( : 27 2, 17-31, 2009. -, * ** ***,. K 1 2 2,.,,,.,.,.,,.,. :,,, : 2009/08/19 : 2009/09/09 : 2009/09/30 * 2007 ** *** (: dminkim@cau.ac.kr) 18 한국교육문제연구제 27 권 2 호, 2009. Ⅰ. (,,, 2004). (,, 2006).,,, (Myrick,

More information

44-3대지.08류주현c

44-3대지.08류주현c A Comparative Study on the Commuting Regional Type According to the Features of Foreigner Commuting Ju-Hyun Ryu* Abstract The purposes of this study are to identify many implications of commuting regional

More information

08원재호( )

08원재호( ) 30 2 20124 pp. 173~180 Non-Metric Digital Camera Lens Calibration Using Ground Control Points 1) 2) 3) Abstract The most recent, 80 mega pixels digital camera appeared through the development of digital

More information

` Companies need to play various roles as the network of supply chain gradually expands. Companies are required to form a supply chain with outsourcing or partnerships since a company can not

More information

09오충원(613~623)

09오충원(613~623) A Study of GIS Service of Weather Information* Chung-Weon Oh**,..,., Web 2.0 GIS.,.,, Web 2.0 GIS, Abstract : Due to social and economic value of Weather Information such as urban flooding, demand of Weather

More information

06_±è¼öö_0323

06_±è¼öö_0323 166 167 1) 2) 3) 4) source code 5) object code PC copy IP Internet Protocol 6) 7) 168 8) 9)10) 11) 12)13) / / 14) 169 PC publisher End User distributor RPG Role-Playing Game 15) FPS First Person Shooter

More information

1.장인석-ITIL 소개.ppt

1.장인석-ITIL 소개.ppt HP 2005 6 IT ITIL Framework IT IT Framework Synchronized Business and IT Business Information technology Delivers: Simplicity, Agility, Value IT Complexity Cost Scale IT Technology IT Infrastructure IT

More information

No Title

No Title 昤 昤 昤 ...43 ...45 ...45 ...59 (1-)...63 (1-)...63 ...68 (1)...71 [2-1] CRM... 11 [2-2] CRM...20 [2-3]...39 [3-1]...46 [3-2]...47 [3-3]...48 [3-4]...49 [3-5]...49

More information

07_Àü¼ºÅÂ_0922

07_Àü¼ºÅÂ_0922 176 177 1) 178 2) 3) 179 4) 180 5) 6) 7) 8) 9) 10) 181 11) 12) 182 13) 14) 15) 183 16) 184 185 186 17) 18) 19) 20) 21) 187 22) 23) 24) 25) 188 26) 27) 189 28) 29) 30)31) 32) 190 33) 34) 35) 36) 191 37)

More information

우리들이 일반적으로 기호

우리들이 일반적으로 기호 일본지방자치체( 都 道 府 縣 )의 웹사이트상에서 심벌마크와 캐릭터의 활용에 관한 연구 A Study on the Application of Japanese Local Self-Government's Symbol Mark and Character on Web. 나가오카조형대학( 長 岡 造 形 大 學 ) 대학원 조형연구과 김 봉 수 (Kim Bong Su) 193

More information

untitled

untitled 勞 使 關 t챔f뚱, 제 14권 (2003년 12월) 한국기업의 지배 구조 이 경 묵* 이 지 환** 목 차 1. 서론 II. 기업 지배 구조 III. 미국, 독일, 일본의 기업 지배 구조 N. 외환 위기 전후의 기업 지배 구조 변화 V. 한국 기업 지배 구조의 전망과 과제 1. 서론 1997년 경제 위기 이후 우리나라 재벌의 취약한 지배 구조가 경제 위기의

More information

±èÇö¿í Ãâ·Â

±èÇö¿í Ãâ·Â Smartphone Technical Trends and Security Technologies The smartphone market is increasing very rapidly due to the customer needs and industry trends with wireless carriers, device manufacturers, OS venders,

More information

Microsoft PowerPoint - Freebairn, John_ppt

Microsoft PowerPoint - Freebairn, John_ppt Tax Mix Change John Freebairn Outline General idea of a tax mix change Some detailed policy options Importance of casting assessment in the context of a small open economy Economic effects of a tax mix

More information

Á¶´öÈñ_0304_final.hwp

Á¶´öÈñ_0304_final.hwp 제조 중소기업의 고용창출 성과 및 과제 조덕희 양현봉 우리 경제에서 일자리 창출은 가장 중요한 정책과제입니다. 근래 들어 우리 사회에서 점차 심각성을 더해 가고 있는 청년 실업 문제에 대처하고, 사회적 소득 양극화 문제에 대응하기 위해서도 일자리 창 출은 무엇보다도 중요한 정책과제일 것입니다. 고용창출에서는 중소기업의 역할이 대기업보다 크다는 것이 일반적

More information

........

........ Investigation of the Korean Traditional Hobun Manufacturing Technique NATIONAL RESEARCH INSTITUTE OF CULTURAL HERITAGE 2008 Investigation of the Korean Traditional Hobun Manufacturing Technique - Centering

More information

Model Investor MANDO Portal Site People Customer BIS Supplier C R M PLM ERP MES HRIS S C M KMS Web -Based

Model Investor MANDO Portal Site People Customer BIS Supplier C R M PLM ERP MES HRIS S C M KMS Web -Based e- Business Web Site 2002. 04.26 Model Investor MANDO Portal Site People Customer BIS Supplier C R M PLM ERP MES HRIS S C M KMS Web -Based Approach High E-Business Functionality Web Web --based based KMS/BIS

More information

,.,..,....,, Abstract The importance of integrated design which tries to i

,.,..,....,, Abstract The importance of integrated design which tries to i - - The Brand Touchpoint Analysis through Corporate Identity Typeface of Mobile Telecommunication Companies - Focusing on and - : Lee, Ka Young Dept. Lifestyle Design, Dankook University : Kim, Ji In Dept.

More information

0125_ 워크샵 발표자료_완성.key

0125_ 워크샵 발표자료_완성.key WordPress is a free and open-source content management system (CMS) based on PHP and MySQL. WordPress is installed on a web server, which either is part of an Internet hosting service or is a network host

More information

파트2-4

파트2-4 CRM. Part II CRM. 4 CRM. 5 CRM CRM, CRM, CRM, CRM. 6, CRM. Customer Relationship Management Customer Relationship Management Customer Relationship Management CRM., CRM.,., 2CRM PRM, SRM, ERM CRM.,.,.

More information

04김호걸(39~50)ok

04김호걸(39~50)ok Journal of Environmental Impact Assessment, Vol. 22, No. 1(2013) pp.39~50 Prediction of Landslides Occurrence Probability under Climate Change using MaxEnt Model Kim, Hogul* Lee, Dong-Kun** Mo, Yongwon*

More information

untitled

untitled 15 Patterns of Creative Process Redesign J. Ray Cho Abstract Process Innovation (PI) is a fundamental rethinking and redesign of business processes to achieve improvements in critical contemporary measures

More information

Vol.257 C O N T E N T S M O N T H L Y P U B L I C F I N A N C E F O R U M

Vol.257 C O N T E N T S M O N T H L Y P U B L I C F I N A N C E F O R U M 2017.11 Vol.257 C O N T E N T S 02 06 38 52 69 82 141 146 154 M O N T H L Y P U B L I C F I N A N C E F O R U M 2 2017.11 3 4 2017.11 6 2017.11 1) 7 2) 22.7 19.7 87 193.2 160.6 83 22.2 18.4 83 189.6 156.2

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 4, August, 30, 2016:319~332 Received: 2016/07/28, Accepted: 2016/08/28 Revised: 2016/08/27, Published: 2016/08/30 [ABSTRACT] This paper examined what determina

More information

유한차분법을 이용한 다중 기초자산 주가연계증권 가격결정

유한차분법을 이용한 다중 기초자산 주가연계증권 가격결정 유한차분법을 이용한 다중 기초자산 주가연계증권 가격결정 이인범 *, 장우진 ** * 서울대학교 산업공학과 석사과정, 서울시 관악구 대학동 서울대학교 공과대학 39-315 **서울대학교 산업공학과 부교수, 서울시 관악구 대학동 서울대학교 공과대학 39-305 Abstract 주가연계증권은 국내에서 발행되는 대표적인 주식 연계 구조화 증권으로 2003 년부터 발행되기

More information

09권오설_ok.hwp

09권오설_ok.hwp (JBE Vol. 19, No. 5, September 2014) (Regular Paper) 19 5, 2014 9 (JBE Vol. 19, No. 5, September 2014) http://dx.doi.org/10.5909/jbe.2014.19.5.656 ISSN 2287-9137 (Online) ISSN 1226-7953 (Print) a) Reduction

More information

, 41 ( ) * 1) ***.,. I.,..., ( ) ( ).,. ( ) *. ** 1

, 41 ( ) * 1) ***.,. I.,..., ( ) ( ).,. ( ) *. ** 1 , 41 (2007 12 ) * 1) ***.,. I.,..., ( ) ( ).,. ( ) *. ** 1 2, 41,. 0..,,.,,.,,.....,,.., 3..,,... II. ( ).,.,. ( ).. : 1 1. 1. ( : 1,000, 4, 41 : 8%, : 3 ) 1,000. ( ) 12%. 1 1, 10 5,000 1 5,800. 1 903.926

More information

Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp DOI: (LiD) - - * Way to

Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp DOI:   (LiD) - - * Way to Journal of Educational Innovation Research 2019, Vol. 29, No. 1, pp.353-376 DOI: http://dx.doi.org/10.21024/pnuedi.29.1.201903.353 (LiD) -- * Way to Integrate Curriculum-Lesson-Evaluation using Learning-in-Depth

More information

<352EC7E3C5C2BFB55FB1B3C5EBB5A5C0CCC5CD5FC0DABFACB0FAC7D0B4EBC7D02E687770>

<352EC7E3C5C2BFB55FB1B3C5EBB5A5C0CCC5CD5FC0DABFACB0FAC7D0B4EBC7D02E687770> 자연과학연구 제27권 Bulletin of the Natural Sciences Vol. 27. 2013.12.(33-44) 교통DB를 이용한 교통정책 발굴을 위한 통계분석 시스템 설계 및 활용 Statistical analytic system design and utilization for transport policy excavation by transport

More information

歯CRM개괄_허순영.PDF

歯CRM개괄_허순영.PDF CRM 2000. 8. KAIST CRM CRM CRM CRM :,, KAIST : 50%-60%, 20% 60%-80%. AMR Research 10.. CRM. 5. Harvard Business review 60%, 13%. Michaelson & Associates KAIST CRM? ( ),,, -,,, CRM needs,,, dynamically

More information

ePapyrus PDF Document

ePapyrus PDF Document 19 3 (2009 9 ) J Korean Soc Occup Environ Hyg 2009;19(3):240~249 Numerical Study on Ventilation Method for Temperature Control of HRSG Building Chul Hwan Kim Jong Wook Lee Hoon Ki Choi Geun Jong Yoo Dept.

More information

원고스타일 정의

원고스타일 정의 논문접수일 : 2015.01.05 심사일 : 2015.01.13 게재확정일 : 2015.01.26 유니컨셉 디자인을 활용한 보행환경 개선방안 연구 A Study on Improvement of Pedestrian Environment on to Uniconcept Design 주저자 : 김동호 디지털서울문화예술대학교 인테리어실용미술학과 교수 Kim dong-ho

More information

SW¹é¼Ł-³¯°³Æ÷ÇÔÇ¥Áö2013

SW¹é¼Ł-³¯°³Æ÷ÇÔÇ¥Áö2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING

More information

1. 2. 2 1. 2 2. 2 3. 3. 3 3 1. 3 2. 3 3. 4. 4 1. : 4 2. : (KSVD) 4 3. : 88 5. 36

1. 2. 2 1. 2 2. 2 3. 3. 3 3 1. 3 2. 3 3. 4. 4 1. : 4 2. : (KSVD) 4 3. : 88 5. 36 , 1965 1994: 3 1965 (Konstfackskolan). 1996. (, 2004) :, (, 2010), 20 (, 2005), :,, (, 2005), 02: (, 2008), (KDF, 2009), (, 2011), (, 2011). ( _, 2011 3 ), : ( 前 史 ) (, 102, 2012). 35 1. 2. 2 1. 2 2. 2

More information

ePapyrus PDF Document

ePapyrus PDF Document 1. 2009 ASEE 2009 ASEE Texas Austin Austin Convention Center 6 14 17 3 4. 2008 Pennsylvania Pittsburgh ASEE ASEE. AI Austin Convention Center 1. 4 ASEE ( 3,400 ),. 1) 2007 ( ) 92 . ASEE plenary session

More information

장양수

장양수 한국문학논총 제70집(2015. 8) 333~360쪽 공선옥 소설 속 장소 의 의미 - 명랑한 밤길, 영란, 꽃같은 시절 을 중심으로 * 1)이 희 원 ** 1. 들어가며 - 장소의 인간 차 2. 주거지와 소유지 사이의 집/사람 3. 취약함의 나눔으로서의 장소 증여 례 4. 장소 소속감과 미의식의 가능성 5.

More information

2 I.서 론 학생들을 대상으로 강력사고가 해마다 발생하고 있다.범행 장소도 학교 안팎을 가리지 않는다.이제는 학교 안까지 침입하여 스스럼없이 범행을 하고 있는 현실 이 되었다.2008년 12월 11일 학교에 등교하고 있는 학생(여,8세)을 교회 안 화장 실로 납치하여

2 I.서 론 학생들을 대상으로 강력사고가 해마다 발생하고 있다.범행 장소도 학교 안팎을 가리지 않는다.이제는 학교 안까지 침입하여 스스럼없이 범행을 하고 있는 현실 이 되었다.2008년 12월 11일 학교에 등교하고 있는 학생(여,8세)을 교회 안 화장 실로 납치하여 . 1 통합적 학교 안전망 구축 방안 1)박ㅇ박 윤 기* Ⅰ.서 론 Ⅱ.학교안전망의 개념과 범죄 실태 Ⅲ.학교안전망의 현실과 문제점 Ⅳ.학교안전망 모형의 구상 Ⅴ.결론 학생을 대상으로 하는 범죄인 폭행,강간 등 강력범죄는 매년 증가 추세이며, 장소를 불문하고 발생하는 경향으로 나타나고 있다.최근 발생한 전형적인 사건은 2008년 조두순

More information