저자 Dong-Moon Kim, Kunsu Kim, Kyo Hyeon Park, and Jee-Hyong Lee 
학회명 International Conference on Machine Learning and Applications 
학회명 (약자) ICMLA 2007 
pp.  
학회시작일 2007-12-13 
학회종료일 2007-12-15 
개최국 USA 
개최도시 Cincinnati 
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A large number of people download music files easily from web sites. But rare music sites provide personalized services. So, we suggest a method for personalized services. We extract the properties of music from music’s sound wave. We use STFT (Shortest Time Fourier Form) 
to analyze music's property. And we infer users’ preferences from users’ music list. To analyze users’ preferences we propose a dynamic K-means clustering algorithm. The dynamic K-means clustering algorithm clusters the pieces in the music list dynamically adapting the number of clusters. We recommend pieces of music based on the clusters. The previous recommendation systems analyze a user’s preference by simply averaging the properties of music in the user’s list. So those cannot recommend correctly if a user prefers several genres of music. By using our K-means clustering algorithm, we can recommend pieces of music which are close to user’s preference even though he likes several genres. We perform experiments with one hundred pieces of music. In this paper we present and evaluate algorithms to recommend music. 
제목 저자 학회명 학회시작일
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An Efficient Prediction for Heavy Rain from Big Weather Data using Genetic Algorithm Jaedong Lee, Sora Hong, Jeehyong Lee  International Conference on Ubiquitous Information Management and Communication  2014-01-09 
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Classifying imbalanced data using an Svm ensemble with k-means clustering in semiconductor test process Park, Eun-mi, and Jee-hyOng Lee  Sixth International Conference on Machine Vision  2013-11-16 
LDA Clustering using Plot Information in Movie Recommendation Changyong Park, Noo-ri Kim, Yeounoh Chung and Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2013-11-13 
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Blog Topic Analysis Using TF Smoothing and LDA Sungwoo Lee, Jaedong Lee, Chang-Young Park, Jee-Hyoung Lee  International Conference on Ubiquitous Information Management and Communication  2013-01-17 
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Performance Evaluation of Queueing Mechanisms for network-based Intrusion Prevention System Jaekwang Kim, Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2010-12-08 
Semantic Analysis of Twitter contents using PLSA LDA Tae-Yeon Kim, Moohong Min, Taebok Yoon, Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2010-12-08 
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A Partitioning Method for High Dimensional Data Seunghoon Lee, Sung-Woo Bang, Bo-Keong Kim, Jaekwang Kim, and Jee-Hyong Lee  International Conference on Ubiquitous Information Management and Communication  2010-01-14 
An Approach of Splitting Web Sequential Access Log for Accurate Web Recommendation Kwangho Yoon, Jaekwang Kim, Seunghoon Lee, and Jee-Hyong Lee  International Conference on Computer Science and its Applications  2009-12-10 
A Vulnerability Recommendation System in Linux Kernel Variables Jaekwang Kim, Bo Kyeong Kim, Seunghun Lee, Jee-Hyong Lee  IEEE International Conference on Fuzzy Systems  2009-08-20 
Fingerprint Classification Using the Stochastic Approach of Ridge Direction Information Hye-Wuk Jung, Jee-Hyong Lee  IEEE International Conference on Fuzzy Systems  2009-08-20 
A Group Mining Method based on Personal Interaction in Mobile Environment Bo-Keong Kim, Seunghoon Lee, Jaekwang Kim, and Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2009-08-17 
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A Path Prediction Method using Previous Moving Path and Context Data Seunghoon Lee, Bo-Keong Kim, Jaekwang Kim, and Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2009-08-17 
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The Trackback-Rank Algorithm for the Blog Search Junghoon Kim, Taebok Yoon, Kunsu Kim, and Jee-Hyong Lee  IEEE International Multitopic Conference  2008-12-23 
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A Music Recommendation System with a Dynamic K-means Clustering Algorithm Dong-Moon Kim, Kunsu Kim, Kyo Hyeon Park, and Jee-Hyong Lee  International Conference on Machine Learning and Applications  2007-12-13 
Improvement of Learning Styles Diagnosis based on Outliers Reduction of User Interface Behaviors Tae Bok Yoon, Mi Ae Choi, Eric Wang Jee-Hyong Lee, and Yong Se Kim  IEEE International Symposium on Multimedia Workshops  2007-12-10 
An Intelligent Tutoring System with Motivation Diagnosis and Planning Taebok Yoon, Jee-Hyong Lee  IEEE International Conference on Consumer Electronics  2007-11-05 
Personalized Music Recommendation System Using Improved K-means Clustering Algorithm Dong-Moon Kim, Kyohyeon Park, Je-Hee Jung, and Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2007-09-05 
Web Page Evaluation using Ajax and Fuzzy Logic Donghoon Lee, Tae Bok Yoon, Kunsu Kim, and Jee-Hyong Lee  International Symposium on Advanced Intelligent Systems  2007-09-05 
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A Perspective Projection Tutoring System with Motivation Diagnosis and Planning Yong Se Kim, Hyun Jin Cha, Taebok Yoon, and Jee-Hyong Lee  ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference  2007-09-04 
Game Player Modeling Using D-FSMs Tae Bok Yoon, Dong Moon Kim, Kyo Hyeon Park, Jee-Hyong Lee, and Kwan-Ho You  HCI International 2007  2007-07-22 
An Outliers Analysis of Learner's Data based on User Interface Behaviors Yongse Kim, Tae Bok Yoon, Hyunjin Cha, Wang Eric,and Jee-Hyong Lee  IEEE International Conference on Advanced Learning Technologies  2007-07-18 
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Genetic Algorithm-Based Method for Printer Scheduling in Ubiquitous Computing YongHe Wen, Taebok Yoon, Hyewuk Jung, Young-Mo Jung, Doo-Kyung Park, and Jee-Hyong Lee  Artificial Intelligence and Applications  2007-02-12 
User Adaptive Game Characters Using Decision Trees and FSMs Taebok Yoon, Kyohyeon Park, and Jee-Hyong Lee  International Conference on Ubiquitous Information Management and Communication  2007-02-08 
An Inference Engine for Personalized Content Adaptation in Heterogeneous Mobile Environment Seunghwa Lee, Jee-Hyong Lee, and Eunseok Lee  International Symposium on Ubiquitous Computing Systems  2006-10-11 
A Fuzzy Trust Model Using Multiple Evaluation Criteria Keon Myung Lee, KyoungSoon Hwang, Jee-Hyong Lee, and Hak-Joon Kim  International Conference on Fuzzy Systems and Knowledge Discovery  2006-09-24 
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Implementation of a Context-Awareness Framework for Ubiquitous Computing Environment Hyun-Jung Park, Taebok Yoon, and Jee-Hyong Lee  Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems  2006-09-20 
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An Adaptive Learning System with Learning Style Diagnosis based on Interface Behaviors Hyunjin Cha, Yongse Kim, Jee-Hyong Lee, and Tae Bok Yoon  Workshop Proceedings of International Conference on E-Learning and Games  2006-04-17 
A framework of context-awareness for ubiquitous computing middlewares Hyun-Jung Park, Jee-Hyong Lee  Integrated Customer Information System  2005-09-12 
Repair simulation with image processing and artificial intelligence Yohan Choi, Moon-kyu Sung, Sang Hyun Lee, Jee-Hyong Lee, Jin-Hong Park, Ji-Hyun Choi, Sung-Yong Moon, Sung-Yoon Choi, and Woo-Sung Han  The International Society for Optical Engineering  2005-04-13 
Chip Level Lithography Verification System with Artificial Neural Networks Jaepil Shin, Jinsuk Choi, Dae-Hyun Jung, Jee-Hyong Lee, Moon-Hyun Yoo, and Jung-Taek Kong  The International Society for Optical Engineering  2005-04-13 
FPGA based Dynamic Thresholding Circuit J. U. Cho, S. H. Lee, J. W. Jeon, J. T. Kim, J. D. Cho, K. M. Lee, J. H. Lee  International Conference on Computational Science and Its Applications  2004-08-25 
An SoC-Based Context-Aware System Architecture Keon Myung Lee and Jee-Hyong Lee  Knowledge-Based Intelligent Information and Engineering Systems  2004-05-16 
A Genetic Algorithm-based Task Allocation and Scheduling Method for Multiagent Systems Keon Myung Lee and Jee-Hyong Lee  Proc. of International Fuzzy Systems Association Congress 2003  2003-07-01 
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