RECOMMENDER SYSTEM 

Recommender System

  • 사용자의 선호를 추론하고 그에 부합하는 상품/서비스를 추천하는 서비스의 개인화 연구

연구분야

  • 특정 사용자가 관심을 가질만한 정보를 추천하는 개인화 추천시스템 개발 연구

  • 음악/뉴스/도서, 음식점/관광장소 등 다양한 분야에서의 추천시스템 구축 방법 연구

  • 사용자와 추천 대상이 되는 아이템의 숨겨진 특성을 파악하기 위한 분석 기법 개발 및 연구

연구실적

2019

Internatioanl Journal

  • Hyun Sil Moon, Young U Ryu, Jae Kyeong Kim. “Enhanced Collaborative Filtering: A Product Life Cycle Approach”, Journal of Electronic Commerce Research, Vol.20, No.3, pp. 155-168, 2019.8 <SSCI>

  • 최일영, 문현실, 김재경 “Assessing Personalized Recommendation Services Using Expectancy Disconfirmation Theory”, Asia Pacific Journal of information Systems, vol. 29, No.2, pp. 203-216, 2019. 6

2017

Domestic Journal

  • 문현실, 윤정현, 최일영, 김재경, “An Exploratory Study of Collaborative Filtering Techniques to Analyze the Effect of Information Amount”, Asia Pacific Journal of Information Systems, Vol. 27, No. 2, pp.126-138, 2017.6
     

2016

Internatioanl Journal

  • Il Young Choi, Myung Geun Oh, Jae Kyeong Kim, Young U Ryu, “Collaborative filtering with facial expressions for online video recommendation”, International Journal of Information Management, Vol 36, No.3, pp. 397-402, 2016.6 <SSCI>

Interantional Conference

  • Hyun Sil Mon, Jae Kyeong Kim, Young Ryu, “Product Life Cycle and Enhanced Collaborative Filtering”, Workshop on Information Technology and Systems (WITS 2016), Dublin, Ireland, 2016.12

  • Hyun Sil Mon, Jung Hyun Yoon, Jae Kyeong Kim, “The Impact of Information Amount on the Performance of Recommender Systems”, 8th International Conference on Electronic Commerce(ICEC 2016), Suwon, Korea, 2016.8

2015

Interantional Conference

  • Hyun Sil Mon, Il Young Choi, Jae Kyeong Kim, “Product Life Cycle-based Methodology for Recommender Systems”, 6th Post-ICIS 2015 LG CNS/KrAIS Research Workshop, Texas, United States, 2015.12

Domestic Journal

  • 문현실, 최일영, 김재경, “A personalized recommendation procedure with contextual information”, 지능정보연구, Vol. 21, No. 1, pp.15-28, 2015.3

Domestic Conference

  • 윤정현, 문현실, 김재경, “정보의 최신성이 추천시스템 성능에 미치는 영향 분석”, 한국경영정보학회 2015년 추계학술대회, 2015.11

2014

Internatioanl Journal

  • Namho Chung, Chulmo Koo, Jae Kyeong Kim “Extrinsic and intrinsic motivation for using a booth recommender system service on exhibition attendees’ unplanned visit behavior”, Computers in Human Behavior, Vol.30, pp.59-68, 2014.1 <SSCI>

Interantional Conference

  • Il Young Choi, Myung Geun Oh, Jae Kyeong Kim and Young Ryu, “Analysis of Facial Expression for Online Video Recommendation”, 24th Workshop on Information Technologies and Systems(WITS 2014), Auckland, New Zealand, December 17-19, 2014.12

Domestic Journal

  • 문현실, 김재경, 최일영 “Identifying Prospective Visitors and Recommending Personalized Booths in the Exhibition Industry”, Journal of Information Technology Applications & Management Vol.12, No.1, pp.85-105, 2014.3

Domestic Conference

  • Myung Geun Oh, Il Young Choi, Jae Kyeong Kim, “A Facial Expression-based Recommender System”, 한국경영정보학회 2014년 춘계공동학술대회, 2014.6

2013

Internatioanl Journal

  • Hyun Sil Moon, Jae Kyeong Kim, Young U. Ryu “A sequence-based filtering method for exhibition booth visit recommendations”, International Journal of Information Management, Vol.33, No.4, pp.620-626, 2013.8 <SSCI>

Interantional Conference

  • Young U. Ryu, Jae Kyeong Kim and Hyea Kyeong Kim, "A Local Scoring Model for Diversified Recommendation", Thirty Fourth International Conference on Information Systems(ICIS 2013), Milano, Italy, December 15-18, 2013.12

  • Jae Kyeong Kim, Hyun Sil Moon, and Young Ryu, "A Booth Recommendation Procedure Using Visit Sequences in Exhibitions", 9th Eurasia Business and Economics Society Conference (EBES 2013), Rome, Italy, January 11-13, 2013.1

  • Namho Chung, Chulmo Koo, and Jae Kyeong Kim, "Unplanned Behaviour of Exhibition Attendees and the Booth Recommender System: The Goal Framing Theory Perspective", 2013 ENTER Conference, Cantoni, L. & Xiang, Z. (Eds.) (2013). Information and Communication Technologies in Tourism 2013 (Proceedings of the International Conference in Innsbruck, Austria, January 23-25, 2013). Berlin - Heidelberg: Springer, (2013. 2) pp.460-471

2012

Internatioanl Journal

  • Deuk Hee Park, Hyea Kyeong Kim, Il Young Choi, Jae Kyeong Kim “A literature review and classification of recommender systems research”, Expert Systems with Applications, Vol.39, No.11, pp.10059-10072, 2012.2 <SCIE>

  • Hyea Kyeong Kim, Young U. Ryu, Yoonho Cho, Jae Kyeong Kim, “Customer-Driven Content Recommendation Over a Network of Customers”, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS,  Vol.42, No.1, pp48-56, 2012.1 <SCI>

Interantional Conference

  • Chung, N., Koo, C. and Kim, J.K., "The Impact of Booth Recommendation System on Exhibition Attendees' Unplanned Visit Behavior: An Extrinsic-Intrinsic Dichotomy Perspective", The 16th Pacific Asia Conference on Information Systems (PACIS 2012), Ho Chi Minh City, Vietnam, July 13-15, 2012.7

  • Hyun Sil Moon, Jae Kyeong Kim, Yoon Ho Cho and Young Ryu, “A booth recommendation procedure using visit sequences in exhibitions”, ICMS 2012:International Conference on Marketing Studies, Bangkok, 2012.8.17-19.in

Domestic Journal

  • 최재호, 상균영, 문현실, 최일영, 김재경, “스마트 전시환경에서 부스 추천시스템의 사용자 의도에 관한 연구”, 지능정보연구 Vol.18, No3, pp.153-169, 2012.9

2011

Internatioanl Journal

  • Hyea Kyeong Kim, Hee Young Oh, Ja Chul Gu, Jae Kyeong Kim, “Commenders: A recommendation procedure for online book communities”, Electronic Commerce Research and Applications ,  Vol.10, No.5, pp. 501-509, 2011.9 <SSCI>

  •  Il Young Choi, Hyea Kyeong Kim, Jae Kyeong Kim, “A Personalized Booth Recommendation using Bayesian Networks in Ubiquitous Exhibition”, Information an International Interdisciplinary journal,  Vol.14, No.9, pp2973-2989, 2011.9 <SCI>

  •  Hyea Kyeong Kim, Hee Young Oh, Ja Chul Gu, Jae Kyeong Kim, “Commenders: A recommendation procedure for online book communities”, Electronic Commerce Research and Applications ,  Vol.10, No.5, pp. 501-509, 2011.9 <SSCI>

  • Min Kyu Jung, Moon Kyoung Jang, Hyea Kyeong Kim, Jae Kyeong Kim, “A New Item Recommendation Procedure Based on Min-Max Distance”, International Journal of Social Science and Humanity,  Vol.1. No.1. pp43-48, 2011.5

Interantional Conference

  • Il Young Choi, Jae Kyeong Kim, “Identifying Prospective Visitors Based on Collaborative Filtering in the Exhibition Industry”, KMIS & Conf-IRM International Conference 2011,  2011.6

  • Hyea Kyeong Kim, Min Kyu Jung, Moon Kyoung Jang, Jae Kyeong Kim, “A Min-Max Distance-based Preference Boundary Applied for Recommending New Items”, KMIS & Conf-IRM International Conference 2011,  2011.6

  • Min Kyu Jung, Hyea Kyeong Kim, Moon Kyung Jang and Jae Kyeong Kim “Preference Boundary-based Approch for Recommending New Item”, ICSSH(International Conference on Social Science and Humanity), Singapore, Vol.5, 2011.2

  • Ki Mok Ha, Hyea Kyeong Kim, Il Young Choi and Jae Kyeong Kim “A Bayesian Approach for Personalized Booth Recommendation”, ICSSH(International Conference on Social Science and Humanity),  Singapore, Vol.5, 2011.2

  • Deuk Hee Park, Il Young Choi, Hyea Kyeong Kim and Jae Kyeong Kim “A Review and Classification of Recommender Systems Research” based on Articles of International Journals, ICSSH(International Conference on Social Science and Humanity),  Singapore, Vol.5, 2011.2

  • Hyun Sil Moon, Hyea Kyeong Kim and Jae Kyeong Kim, ”A Real-Time Booth Recommendation based on Partial Path Information”, ICSSH(International Conference on Social Science and Humanity2), Singapore, Vol.5 2011.2

Domestic Journal

  • 정남호, 김재경, “전시장 참관객의 계획되지 않은 방문행동에 있어서 부스추천시스템의 영향에 대한 고찰”, 지능정보연구 Vol.11, No4, pp.167-173, 2011.12

  • 박득희, 김혜경, 최일영, 김재경, “A Literature Review and Classification of Recommender System on Academic journals”, 지능정보연구, 제17권, 제1호, pp.139-152, 2011.3

Domestic Conference

  • 정남호, 김재경, “전시장 참관객의 계획되지 않은 방문행동에 있어서 부스추천시스템의 영향에 대한 고찰”, 한국지능정보시스템학회2011추계학술대회, 2011.12

2010

Internatioanl Journal

  • Jae Kyeong Kim, Hyea Kyeong Kim, Hee Young Oh, Young U. Ryu, “A group recommendation system for online communities”, International Journal of Information Management, Vol.30, No. 3, pp.212-219, 2010.6 <SSCI>

Interantional Conference

  • Il Young Choi, Hyea Kyeong Kim, Jae Kyeong Kim and Young U. Ryu, “A Tourism Recommender System Based on Approximate Constraint Satisfaction”, in Proceedings of LG CNS/KrAIS Workshop on the Future of IS Research, 2010

  • Hyea Kyeong Kim, Jae Kyeong Kim and Young U. Ryu, “A Local Scoring Model For Recommenadation”, Proceedings of the 20th workshop on information Technologies and system WITS 2010,  2010.12

Domestic Journal

  • 문현실, 정민규, 김혜경, 김재경, “순차 연관 규칙을 이용한 개인화된 전시 부스 추천 방법”, 지능정보연구, 제16권, 제4호, pp.195-211, 2010. 12

  • 김혜경, 최일영, 하기목, 김재경, “사회 네트워크를 이용한 사용자 기반 유헬스케어 서비스 추천 시스템 개발”, 지능정보연구, 제16권, 제3호, pp.181-199, 2010. 9

  • 김혜경, 장문경, 김재경, 조윤호, “A New Item Recommendation Procedure Using Preference Boundary”, Asia Pacific Journal of Information Systems, Vol. 20, No.1, 2010.3

Domestic Conference

  • 문현실, 정민규, 김혜경, 김재경, “순차 연관 규칙을 이용한 개인화된 전시 부스 추천 방법”, 한국지능정보시스템학회2010추계학술대회, 2010.11

  • Deuk Hee Park, Hyea Kyoung Kim, Il Young Choi, Jea Kyeong Kim, “A Literature Review and Classification of Recommender systems on Academic Journals”, 한국지능정보시스템학회2010추계학술대회, 2010.11

  • Hyun Sil Moon, Hyea Kyoung Kim, Jae Kyeong Kim, “A Personalized Booth Recommender Procedure for Real-time Exhibition Guidance”, 한국경영정보학회2010추계학술대회, 2010.11

  • Il Young Choi, Hyea Kyoung Kim, Jae Kyeong Kim, “Recommendation of exhibit booths using Bayesian networks in ubiquitous environment”, 한국경영정보학회2010추계학술대회, 2010.11

  • Il Young Choi, Hyea Kyoung Kim, Jae Kyeong Kim, Young Ryu, “Collaborative filtering recommender system based on approximate constraint satisfaction”,한국경영정보학회2010춘계학술대회, 2010.6

2009

Internatioanl Journal

  • Hyea Kyeong Kim, Jae Kyeong Kim, Young U. Ryu , “Personalized Recommendation over a Customer Network for Ubiquitous Shopping”, IEEE Transactions on services computing, Vol.2, No.2, pp.140-151, 2009.6

Interantional Conference

  • Jae Kyeong Kim, Moon Kyoung Jang, Hyea Kyeong Kim and Young U. Ryu, “A PERSONALIZED PREFERENCE BOUNDARY-BASED PROCEDURE FOR RECOMMENDING NEW ITEMS”, ICIS(International Conference on Information Systems) 2009, US, 2009.12

  • Jae Kyeong Kim, Moon Kyoung Jang, Hyea Kyeong Kim and Yoon Ho Cho, “A Hybrid Recommendation Procedure for New items Using Preference Boundary,” the 11th International Conference on Electronic Commerce, TAIPEI, TANWAN, 2009.8.12-15

Domestic Journal

  • 박종학, 조윤호, 김재경, “사회연결망: 신규고객 추천문제의 새로운 접근법”, 지능정보연구, 제15권 제1호, pp123-140, 2009.3

  • 김재경, 김혜경, 최일영, “유비쿼터스 환경에서 개체간의 자율적 협업에 기반한 추천방법 개발”, 지능정보연구, 제15권, 제1호, pp31-50, 2009.3

Domestic Conference

  • Jea Kyeong Kim, Moon Kyoung Jang, Hyea Kyoung Kim, and Yoon Ho Cho, “A New Item Recommendation Procedure Using Preference Boundary”, 한국경영정보학회2009추계학술대회, 2009.11

  • 김혜경, 김재경, “Local Scoring Model for Recommender Network”, 경영정보학2009춘계통합학술대회, 2009.6

 

2008

Internatioanl Journal

  • Jae Kyeong Kim, Hyea Kyeong Kim, Yoon Ho Cho, “A user-oriented contents recommendation system in peer-to-peer architecture”, Expert Systems with Applications, Vol.34, No.1, pp.300-312, 2008.1 <SCI>

Interantional Conference

  • Hyea kyeong Kim, Jae kyeong Kim, Yoon Ho Cho, “A User-Oriented Contents Recommendation System in Peer-to-Peer Architecture”,  The Fourth International Conference on Electronic Business (ICEB2004),  Vol.34, No.1, pp.300~312, 2008.1

Domestic Journal

  • 장문경, 김혜경, 김재경, “An Extended Content-based Procedure to Solve a New Item Problem”, 지능정보연구, 제14권, 제4호, pp201-216, 2008.12

  • 김재경, 채경희, 구자철, “U-마켓에서의 사용자 정보보호를 위한 매장 추천 방법”, 경영정보학연구, 제18권, 제3호, pp123-145, 2008.9

  • 김재경, 김혜경, “RFID 기반 이력추적 시스템을 이용한 농축산물 추천방법”, 지능정보연구, 제14권, 제2호, pp207-222, 2008.6

Domestic Conference

  • 장문경, 김혜경, 김재경, 조윤호, “Hybrid Recommendation Algorithms to Solve a New Item Problem”, 한국지능정보시스템학회 2008추계학술대회, 2008.11

  • 김재경, 채경희, “U-마켓에서의 사용자 정보보호를 위한 매장추천 방법”, 한국지능정보시스템학회08춘계학술대회, 2008.5

 

2007

Interantional Conference

  • Hyea Kyeong Kim, Young Ryu, Yoon Ho Cho and Jae Kyeong Kim, “Customer-Driven Content Recommendation Over a Network of Customers”, Seventeenth Annual Workshop on Information Technologies and Systems, Montreal, CANADA, Vol.PP No.99, 2007.12.8-9

Domestic Journal

  • 김재경, 채경희, 김민용, “U-마켓에서의_매장_추천방법”지능정보연구, 제13권 제4호, pp.45-63, 2007.12

  • 김재경, 오희영, 권오병, “유비쿼터스 환경에서 연관규칙과 협업필터링을 이용한 상품그룹추천” 한국IT서비스학회지, 제6권, 제2호, pp.113-123, 2007.08

Domestic Conference

  • 김재경, 채경희, “유비쿼터스 환경에서의 매장 추천을 위한 추천시스템 개발”한국지능정보시스템학회07춘계학술대회, pp.246-254, 2007.5

  • 김재경, 오희영, “u-Market에서 협업필터링에 기반한 상품그룹추천” 2007년 한국경영과학회/대한산업공학회 춘계공동학술대회, pp.731-738, 2007.05.25-26

2006

Internatioanl Journal

  • Hyea-Kyeong Kim, Kyeong-Jun Lee, and Jae-Kyeong Kim, “A Peer-to-Peer CF-Recommendation for Ubiquitous Environment”, LNAI (Lecture Notes in Artificial Intelligence), Vol.4088  pp.678-683, 2006.8 <SCI>

Interantional Conference

  • Young Ryu, Hyea Kyeong Kim, Yoon Ho Cho and Jae Kyeong Kim, “Peer-Oriented content Recommendation in a Social Network”, Sixteenth Annual Workshop on Information Technologies and Systems,  Milwaukee, Wisconsin, USA,  2006.12.9-10

Domestic Journal

  • 김재경, 조윤호, 강미연, 김혜경, “A Hybrid Multimedia Contents Recommendation Procedure for a New Item Problem in M-commerce”, 한국지능정보시스템학회논문지, 제12권, 제2호, pp.1-15, 2006.6

  • 김재경, 이희애, 안도현, 조윤호, “설명기능을 추가한 협업필터링 기반 개인별 상품추천시스템: WebCF-Exp”, 한국경영학회, 제35권, 2호, pp.493-519, 2006.4

Domestic Conference

  • 오희영, 김혜경, 김재경, “A Recommendation Procedure for Group Users in Online Communities”한국지능정보학회 06춘계학술대회, pp.344-353, 2006.6

2005

Internatioanl Journal

  • Hyea Kyeong Kim, Jae Kyeong Kim, and Yoon Ho Cho, “A Collaborative Filtering Recommendation Methodology for Peer-to-Peer Systems”, LNCS (Lecture Notes in Computer Science), Vol.3590, pp.98-107, 2005.8 <SCI>

  • Yoon Ho Cho, Jae Kyeong Kim, Do Hyun Ahn, “A Personalized Product Recommender for Web Retailers”, LNAI(Lecture Notes in Artificial Intelligence), Vol.3398, pp.296-305, 2005.2 <SCI>

Interantional Conference

  • Yoon Ho Cho, Jae Kyoung Kim and Do Hyun Ahn, “A Personalized Product Recommender for Web Retailers”, 2004 Jeju international simulation multiconference, Vol.3398, pp296~305, 2005

  • Hyea Kyeong Kim, Jae Kyeong Kim, and Yoon Ho Cho, “A Collaborative Filtering Recommendation Methodology for Peer-to-Peer Systems”, 6th International Conference, EC-Web 2005, Cophenhagen, Vol.3590, pp.98~107, Denmark, 2005.8

Domestic Journal

  • 김재경, “Recommendation systems for Web business”, 경희대학교 산업관계연구소, 제30권, pp.315-345, 2005.12

  • 김재경, 조윤호, 김승태, 김혜경, “모바일 전자상거래 환경에 적합한 개인화된 추천시스템”, Asia Pacific Journal of Information Systems, 제15권, 제3호, pp.223-241, 2005.9

  • 김재경, 안도현, 조윤호, “개인별 상품추천시스템, WebCF-PT: 웹마이닝과 상품계층도를 이용한 협업필터링”, Asia Pacific Journal of Information Systems, 제15권, 제1호, pp.63-79, 2005.3

Domestic Conference

  • 김재경, 오혁, 안도현, “가상 커뮤니티 공간에서 블로거를 위한 추천시스템”한국지능정보학회 05추계학술대회, pp.415-424, 2005.11

  • 김재경, 김혜경, “A Peer-oriented Collaborative Recommendation for Content-based Image Retrieval”한국경영정보학회 05춘계학술대회, pp. 859-866 , 2005.6

  • 안도현, 김재경, “A Context-Aware Recommender System for Ubiquitous Computing Environment: CARS”지능정보시스템학회 05춘계학술대회, pp.131-138, 2005.5

2004

Internatioanl Journal

  • Do Hyun Ahn, Jae Kyeong Kim, Il Young Choi, Yoon Ho Cho, “A Personalized Recommendation Procedure based on Dimensionality Reduction and Web Mining”, International Journal of Internet and Enterprise Management, Vol.2, No.3, pp.280-298, 2004.10

  • Yoon Ho Cho, Jae Kyeong Kim, " Application of Web usage mining and product taxonomy to collaborative recommendations in e-commerce”, Expert Systems With Applications, Vol.26, No.2,  pp.233-246, 2004.2 <SCI>

Interantional Conference

  • Mee yeon Kang, Yoon ho Cho, Jae kyeong Kim, “An Extended Collaborative Filtering-based Recommendation Procedure for Multimedia Contents in M-Commerce”, The Fourth International Conference on Electronic Business (ICEB2004), Beijing, pp.746-750, 2004.12

  • Jae kyeong Kim, Yoon ho Cho, Seung tae Kim, “MOBICORS-Movie: A MOBIle COntents Recommender System for Movie”, The Fourth International Conference on Electronic Business (ICEB2004), pp.789-794, 2004.12

  • Yoon ho Cho, Jae kyeong Kim, Do Hyun Ahn, “A Comparative Evaluation Of hybrid Product Recommendation Procedure For Web Retailers”, 9th Asia-Pacific Decision Science Institute(APDIS) Conference, 2004.7

Domestic Journal

  • 류미, 박주석, 김재경, “사용자 지식을 반영한 메일 폴더 추천 방법론”, 한국지능정보시스템학회 학술대회논문집 , 제2권,  제1호, pp.349-357, 2004.12

  • 조윤호, 박수경, 안도현, 김재경, “재구성된 제품 계층도를 이용한 협업 추천 방법론 및 그 평가”, 한국경영과학회, 제29권, 제2호, pp.59-75, 2004.6

Domestic Conference

  • 강미연, 조윤호, 김재경,“A Multimedia Contents Recommendation for Mobile Web Users” 2004 지능정보시스템학회 추계학술대회지, pp.323-330, 2004.11

  • 조윤소, 김승태, 김재경, “모바일 커머스에서 사용자 피드백을 고려한 멀티미디어 컨텐츠 추천시스템” 2004 한국경영정보학회 추계 학술대회, pp.624-631, 2004. 11

  • 김혜경, 김재경, “A Peer-to-peer based Recommender System for Multimedia Contents” 2004 한국경영정보학회 추계 학술대회, pp.424-431, 2004. 11

  • 김재경, 서영호, 박주석, 안도현, 조윤호, “웹마이닝과 상품계층도를 이용한 협업필터링 기반 개인별 상품 추천 시스템 : WebCF-PT” 2004 한국지능정보시스템학회 춘계 학술대회, pp.91-98. 2004.6

  • 김재경, 조윤호, 안도현, 이희애, " 설명기능을 추가한 협업필터링 기반 개인별 상품추천시스템: WebCF-Exp," 2004 한국지능정보시스템학회 춘계 학술대회, pp. 99-108, 2004.6

  • 김재경, 조윤호, 안도현, "웹마이닝과 상품계층도를 이용한 협업필터링을 기반 개인별 상품추천시스템", 2004 한국경영과학회 춘계학술대회, pp.86-97, 2004.5

2003

Internatioanl Journal

  • Jae Kyeong Kim, Yoon ho Cho, "Using Web Usage Mining and SVD to Improve E-commerce Recommendation Quality", LNCS (Lecture Notes in Computer Science): Intelligent Agents and Multi-Agent Systems, Vol.2891, pp.86-97, 2003.11 <SCI>

Interantional Conference

  • Jae Kyeong Kim, Do Hyun Ahn, Yoon ho Cho, "Development of a Personalized Recommendation Procedure Based on Data Mining Techniques for Internet Shopping Malls", PRIMA 2003 Sixth Pacific Rim International Workshop on Multi-Agents,  pp.57-68, 2003.11

Domestic Journal

  • 김재경, 안도현, 조윤호, "Development of a Personalized Recommendation Procedure Based on Data Mining Techniques for Internet Shopping Malls", 한국지능정보시스템학회논문지, 제9권, 제3호, pp.177-191, 2003.12

Domestic Conference

  • 안도현, 김재식, 김재경, 조윤호, "Hybrid Product Recommendation for e-Commerce: A Clustering-based CF Algorithm", 한국지능정보시스템학회 03춘계학술대회, pp.416-425, 2003.5

  • 김재경, 최일영, 조윤호, "Using Dimensionality Reduction and Web Usage Mining to Improve E-Commerce Recommendation Quality", 한국경영정보학회 03춘계학술대회, pp.615-619, 2003.6

  • 김재경, 안도현, 조윤호, "고객 선호도 변화를 반영한 상품추천방법론", 한국경영정보학회 03춘계학술대회, pp.620-625, 2003.6

2002

Internatioanl Journal

  • Jae Kyeong Kim, Yoon Ho Cho, Woo Ju Kim, Je Ran Kim, Ji Hae Suh, "A personalized recommendation procedure for Internet shopping support", Electronic Commerce Research and Applications, Vol.1, No.3-4, pp.301-313 2002.12 <SSCI>

  • Yoon Ho Cho, Jae Kyeong Kim, Soung Hie Kim, "A personalized recommender system based on web usage mining and decision tree induction", Expert Systems With Applications, Vol.23, No.3, pp.329-342, 2002.10 <SCI>

Domestic Journal

  • 김재경, 서지혜, 안도현, 조윤호,"A Personalized Recommendation Methodology based on Collaborative Filtering", 한국지능정보시스템학회논문지, 제8권, 제2호, pp.139-157, 2002.12

Domestic Conference

  • 김재경, 최일영, 조윤호, "An Efficient Recommendation Procedure Using Automatic Product Hierarchy In E-Commerce", 한국데이터마이닝학회 02추계학술대회, pp. 276-278, 2002.12

  • 김재경, 안도현, 조윤호, "Hybrid Product Recommendation for e-Commerce: methodology and its evaluation", 한국데이터마이닝학회 02추계학술대회, pp.272-275, 2002.12

  • 조윤호, 김재경, "Personalized Product Recommendations in e-Commerce: Methodology and Evaluation", 한국경영정보학회 02추계학술대회논문집, pp.456-465, 2002.11

  • 김재경, 조윤호, "전자상거래에서의 협업 필터링 기반 상품추천 방법 개발 및 실험", 한국경영과학회 02추계학술대회, pp.258-261, 2002.10

  • 김재경, 조윤호, "A Hybrid Product Recommendation Procedure for Internet Shopping Malls", 한국경영정보학회 02춘계학술대회논문집, pp.770-779, 2002.6

  • 김재경, 서지혜, 조윤호, 안도현, "A Personalized Recommender Based on Collaborative Filtering and Association Rule Mining"대한산업공학회/한국경영과학회 춘계공동학술대회, pp. 312-318, 2002.5

  • 김재경, 박수경, 조윤호, 최일영, "Collaborative Recommendations Using Adjusted Product Hierarchy: Methodology and Evaluation"대한산업공학회/한국경영과학회 춘계공동학술대회, pp. 320-325, 2002.5

2001

Interantional Conference

  • Jae Kyoung Kim, Yoon ho Cho, Woo Ju Kim, Je Ran Kim, Ji Hae Suh, "A Personalized Recommendation Procedure for E-Commerce", PAIS (The Pacific Asia Conference on Intelligent Systems) 2001, Seoul, pp.192-197, 2001.11.16-17