2012 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012) Tainan, Taiwan November IEEE Catalog Number: ISBN:

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1 2012 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012) Tainan, Taiwan November 2012 IEEE Catalog Number: ISBN: CFP1224L-PRT

2 2012 Conference on Technologies and Applications of Artificial Intelligence TAAI 2012 Table of Contents Preface...xi Organizing Committee...xii Program Committee...xiv Reviewers...xvii Data Mining I A High Coherent Association Rule Mining Algorithm...1 Chun-Hao Chen, Guo-Cheng Lan, Tzung-Pei Hong, and Yui-Kai Lin A Novel Methodology for Stock Investment Using Episode Mining and Technical Indicators...5 Yu-Feng Lin, Chien-Feng Huang, and Vincent S. Tseng Adaptive Weighted Nearest Feature Space Analysis and Its Application to Feature Extraction...11 Lijun Yan, Cong Wang, and Jeng-Shyang Pan An Efficient Approach for Incrementally Mining Frequent Closed Itemsets...15 Show-Jane Yen, Chiu-Kuang Wang, and Yue-Shi Lee An Efficient Subset-Lattice Algorithm for Mining Closed Frequent Itemsets in Data Streams...21 Ye-In Chang, Chia-En Li, and Wei-Hau Peng v

3 Data Mining II Disease Risk Prediction by Mining Personalized Health Trend Patterns: A Case Study on Diabetes...27 Guo-Cheng Lan, Chao-Hui Lee, Yu-Yen Lee, Vincent S. Tseng, Jin-Shang Wu, Chu-Yu Chin, Miin-Luen Day, Shyh-Chyi Wang, Ching-Nain Chang, and Shyr-Yuan Cheng Duplication Detection for Software Bug Reports Based on BM25 Term Weighting...33 Cheng-Zen Yang, Hung-Hsueh Du, Sin-Sian Wu, and Ing-Xiang Chen Genre Classification for Musical Documents Based on Extracted Melodic Patterns and Clustering...39 Bor-Shen Lin and Tai-Cheng Chen Knowledge Source Selection by Estimating Distance between Datasets...44 Yi-ting Chiang, Wen-Chieh Fang, and Jane Yung-jen Hsu Link Prediction in a Bipartite Network Using Wikipedia Revision Information...50 Yang-Jui Chang and Hung-Yu Kao Evolutionary Computing Enhance Performance of Particle Swarm Optimization by Altering the Worst Personal Best Particle...56 Chang-Huang Chen and Chih-Ming Lin Equal-Width Partitioning Roulette Wheel Selection in Genetic Algorithm...62 Liming Zhang, Huiyou Chang, and Ruitian Xu Estimation of the Influence for Different Population Sizes in MA-Based Natural SNP-RFLP Primer Design...68 Yu-Huei Cheng, Li-Yeh Chuang, and Cheng-Hong Yang Genetic Algorithm for Solving the Master Thesis Timetabling Problem with Multiple Objectives...74 Thi Thanh Binh Huynh, Quang Dung Pham, and Duy Dat Pham Lead-Lag Compensator Design Based on Genetic Algorithms...80 Huey-Yang Horng Real Random Mutation Strategy for Differential Evolution...86 Sheng-Ta Hsieh, Shih-Yuan Chiu, and Shi-Jim Yen vi

4 Intelligent Networks A Driving Behavior Detection Based on a Zigbee Network for Moving Vehicles...91 Wen-Chih Hsiao, Mong-Fong Horng, Yun-Je Tsai, Tsong-Yi Chen, and Bin-Yih Liao A Mobile Framework for Personalized Diabetes Telecare...97 I-Hen Tsai, Yu-Feng Lin, Yi-Ching Yang, and Vincent S. Tseng Context-Oriented Data Acquisition and Integration Platform for Internet of Things Yeong-Sheng Chen and Yu-Ren Chen Framework to Build an Intelligent RFID System for Use in the Healthcare Industry Li-Shiang Tsay, Avery Williamson, and Seunghyun Im Location Time-Series Clustering on Optimal Sensor Arrangement Zong-Hua Yang and Hung-Yu Kao Tabu Search with Random Walk for Lifetime Extension in Wireless Sensor Networks Chuan-Kang Ting, Tsung-Ming Chou, and Chien-Chih Liao Knowledge Management A Learning-Based Framework to Utilize E-HowNet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions Min-Huang Chu, Wen-Yu Chen, and Shou-De Lin Effective Music Retrieval by Sequential Pattern-Based Alignment Ja-Hwung Su, Shao-Yu Fu, and Vincent S. Tseng Feature Reduction for Text Categorization Using Cluster-Based Discriminant Coefficient Li-Ju Gao and Been-Chian Chien Inferring Social Relationships across Social Networks for Viral Marketing Tsung-Hao Hsu, Meng-Fen Chiang, and Wen-Chih Peng Machine Learning Collision- and Freezing-Free Navigation in Dynamic Environments Using Learning to Search Chung-Che Yu and Chieh-Chih Wang Efficient Active Learning Based on Uncertain Clusters Juihsi Fu, Singling Lee, and Wangping Wu Maintenance of DBV-Trees for Transaction Insertion Bac Le, Thien-Phuong Le, Bay Vo, and Tzung-Pei Hong vii

5 Performance Analysis of Consultation Methods in Computer Chess Seiya Omori, Kunihito Hoki, and Takeshi Ito Stock Trend Prediction by Sequential Chart Pattern via K-Means and AprioriAll Algorithm Yung-Piao Wu, Kuo-Ping Wu, and Hahn-Ming Lee Strategic Choices: Small Budgets and Simple Regret Cheng-Wei Chou, Ping-Chiang Chou, Chang-Shing Lee, David Lupien Saint-Pierre, Olivier Teytaud, Mei-Hui Wang, Li-Wen Wu, and Shi-Jim Yen Optimization Multi-objective Display Panel Design Optimization Using Circuit Simulation-Based Evolutionary Algorithm Yu-Yu Chen, Yiming Li, Chieh-Yang Chen, and Chien-Hshueh Chiang On the Robustness of a New Boundary-Based Corner Detection Algorithm Wen-Bing Horng, Chun-Wen Chen, and Chen-Hsiang Chen Solving a Goal-Planning Task in the MASH Project Jean-Baptiste Hoock and Jacques Bibai Solving Constraint Satisfaction Problems by a Population Based Cunning Ant System Daiki Hayakawa, Kazunori Mizuno, Hitoshi Sasaki, and Seiichi Nishihara Soft Computing A Data-Flow Network That Represents First-Order Logic for Inference Hideaki Suzuki, Mikio Yoshida, and Hidefumi Sawai A Neural-Based Scheme for Simultaneously Determining Membership and Class of String Identifiers Heng Ma and Ying-Chih Tseng A New Effective Learning Rule of Fuzzy ART Nong Thi Hoa and The Duy Bui Multi-level Interactive Tag Cloud Using Clustering Scheme Kai-Ning Yang, Wei-Jhe Hunag, Jen-Wei Huang, and I-Shyan Hwang The Design of Evolvable Hardware Image Filters Using Fuzzy Sets Chih-Hung Wu, Chien-Jung Chen, and Chin Yuan Chiang viii

6 Visualization and Interaction A Visualization System for Animating Vertebrate Animal Models Lieu-Hen Chen, Yu-Sheng Chen, Eri Sato-Shimokawara, Yasufumi Takama, and Toru Yamaguchi Applying User Model as the Basis for Daily Exercise Support Application Yihsin Ho, Kouhei Tanaka, Shin Ishiguro, Eri Sato-Shimokawara, and Toru Yamaguchi Hybrid Approach of Using Visual and Tag Information for Situation-Oriented Clustering of Sightseeing Spot Images Chia-Huang Chen and Yasufumi Takama Relationship between Emotional Words and Emoticons in Tweets Kaito Soranaka and Mitsunori Matsushita Visualization as Curation with a Holistic Communication Akinori Abe Workshop on Computer Games Air Hockey ios Game That Uses Fuzzy-Logic for Game-Balancing Carlos Delgado-Mata and Jesús Ibáñez Extracting Important Patterns for Building State-Action Evaluation Function in Othello Huy Nguyen, Kokolo Ikeda, and Bac Le Solving the Slitherlink Problem Tung-Ying Liu, I-Chen Wu, and Der-Johng Sun Design of Knowledge-Based Opening Database for MiniShogi Kuang-Yu Wu, Jr-Chang Chen, Shi-Jim Yen, and Shun-Chin Hsu Toward the Optimum Performance in the Bulls-and-Cows Games Chao-Lin Liu and Yu-Sheng Chen Workshop on Demonstration Systems AppNow: Predicting Usages of Mobile Applications on Smart Phones Zhung-Xun Liao, Po-Ruey Lei, Tsu-Jou Shen, Shou-Chung Li, and Wen-Chih Peng Connect6 Programs on Mobile Devices Ji-Hong Zheng, Chia-Yun Hu, I-Chen Wu, Wen-Jie Tseng, Ching-Hsuan Wei, Hung-Hsuan Lin, Chieh-Min Chang, Hao-Hua Kang, and Hsiu-Chuan Lin Hidden Trends in 90 Years of Harvard Business Review Chia-Chi Tsai, Chao-Lin Liu, Wei-Jie Huang, and Man-Kwan Shan ix

7 Pomics: A Computer-Aided Storytelling System with Automatic Picture-to-Comics Composition Ming-Hui Wen, Ruck Thawonmas, and Kuan-Ta Chen An Intelligent System for Mining Usage Patterns from Appliance Data in Smart Home Environment Yi-Cheng Chen, Yu-Lun Ko, and Wen-Chih Peng System Demonstration for Generic Game Development Framework Hao-Yun Liu, I-Chen Wu, Hao-Hua Kang, and Ting-Fu Liao Workshop on Theory and Applications of Evolutionary Algorithms Extended Binary Particle Swarm Optimization Approach for Disjoint Set Covers Problem in Wireless Sensor Networks Zhi-Hui Zhan, Jun Zhang, Ke-jing Du, and Jing Xiao Pattern Formation Based on Potential Field in Real-Time Strategy Games Cheng-Yu Chen, Xin-Lan Liao, Chien-Chih Liao, and Chuan-Kang Ting Revisiting the Design of Adaptive Migration Schemes for Multipopulation Genetic Algorithms Wen-Yang Lin, Tzung-Pei Hong, Shu-Min Liu, and Jiann-Horng Lin Author Index x

Accepted List. Result Paper Id Paper Title Authors. Agile Project Management in MIS: A Case Study in A Research Institute

Accepted List. Result Paper Id Paper Title Authors. Agile Project Management in MIS: A Case Study in A Research Institute Oral 011 Oral 016 Oral 017 Agile Project Management in MIS: A Case Study in A Research Institute Exploring Developing Countries Immigrants Intention to Use Information Communication Technology Partial