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2nd International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC’2015) October 30 – November 1, 2015, Nanjing, China Sponsors: Nanjing University of Economics and Finance, China National Chengchi University, Taiwan University of Technology Sydney, Australia Shanghai Jiaotong University, China Stanford University, USA Technical Sponsors: IEEE Computational Intelligence Society ACM SIGKDD ACM Nanjing Chapter October 30, 2015 Onsite Registration Place:Lobby of Main Building, Nanjing Shuangmenlou Hotel Time: 10:00-17:00 Industrial Forum Topic: Big Data Enabled Smart Business Chair: Jian Cao 1. 14:00-14:30 Akpher, President of Tiankai Innovation Center 14:00 - 15:30 Topic: Application of Information Technology in Integration of Cross-industry Business Models 2. 14:30-15:00, Xiaoguang Zhang, Executive Director of Technology & Info Risk Department, Morgan Stanley Management Service (Shanghai) Topic: Holistic Identity and Access Management at Morgan Stanley 3. 15:00 -15:30 ZTE Ingenico N.V 15:30 - 15:50 Morning Tea/Coffee Break 4. 15:50 – 16:20 Zhenggang ZHU, Deputy General Manager, Shanghai JUKE Biotech Park Topic: Management of Smart Park Based on Big Data 15:50 -17:20 5. 16:20 – 16:50, Irwin King, Chinese University of Hong Kong 6. 16:50 – 17:20 Reception 17:30-19:30 31 October 2015 (Main Conference) Zhongshan Hall,Zhongshan Building Shuangmenlou Hotel 08:45 - 09:00 Opening Ceremony 09:00 - 10:15 Zhongshan Hall,Zhongshan Building Shuangmenlou Hotel Keynote Speaker 1: Prof Xindong Wu Chair: Jie Cao 10:15-10:30 Morning Tea/Coffee Break 10:30 - 12:00 12:00-13:30 13:30-14:45 Session: Social Media Analysis 1. Yinghong Dong, Hao Chen, Xijin Tang, Weining Qian and Ao-Ying Zhou. Prediction of Social Mood on Chinese Societal Risk 2. Zhengbin Liu and Haitao Xiong. A Situation Information Integrated Personalized Travel Package Recommendation Approach Based on TD-LDA Model 3. Xingfeng Pan, Jin Yang and Xiaofeng Qiu. A Multi-Label Model To Predict Undisclosed Attributes in Microblogging 4. Lu Qi, Yanyi Huang, Lin Li and Guandong Xu. Learning to Rank Domain Experts in Microblogging by Combining Text and Non-text Features 5. Wensen Liu and Xiaoyi Wang. Popularity Prediction in Microblog Based on LR-DT Session: Behavioral Analysis 1. Wensen Huang, Wenjia Wang, Jianbo Gao and Qinglin Li. Dynamical evolution of an Internet social network: a case study on an event of protecting plane trees in Nanjing, China 2. Hungwen Lin and Mao-Wei Hung. China Momentum and Transparency 3. Kyrylo Medvediev, Guandong Xu and Shlomo Berkovsky. The Analysis of New Visitors' Website Behaviour before & after TV Advertising 4. Gwo-Ding Liao, Miao Zhu You and Guocheng Wang. Using Experimental Economics Method to do Staff Quality---Position Match 5. Nan Liu, Laisheng Xiang and Xiyu Liu. Research on Equity-based Crowdfunding based on Corporate Finance Theory Lunch Zhongshan Hall,Zhongshan Building Shuangmenlou Hotel Keynote Speaker 2: Prof Herbert Dawid Chair: Yves Demazeau 14:45-15:45 Panel Discussion: Cultivating and Fostering BESC Research Community Yves Demazeau Herbert Dawid Shu-Heng Chen (Skype) Jian Cao Guandong Xu 15:45-16:00 Afternoon Tea/Coffee Break 16:00 - 18:00 18:00 – 20:00 Session: Data Mining 1. Aibo Song, Wei Qian, Zhiang Wu and Jinghua Zhao. Discriminative Feature Combination Selection for Enhancing Multiclass Classification 2. Di Pan and Jie Cao. An Improved Neural Network Algorithm based on Artificial Bee Colony Algorithm and its Application in Sewage Treatment 3. Mostafa Alli, Vahid Alli and Ling Feng. Papers' Similarity based on the Summarizaton Merits 4. Yonggen Wang, Weiguang Qu, Yanhui Gu and Junsheng Zhou. A Graph-based Approach for Semantic Similar Word Retrieval 5. Haobo Wang, Guiping Su, Yuan Sun, Pan Liao, Shiwei Ye and Yi Sun. A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm Session: Market and Culture Analysis 1. Min Zheng. Housing Dynamics with Speculative Expectations 2. Elpida Tzafestas. Cultures of War and Inequality 3. Svitlana Galeshchuk. Performance of Artificial Neural Networks in Prediction of Transnational Company Revence (Nestle Europe Case) 4. Sheng Bi, Jianbo Gao, Yandong Wang and Yinhe Cao. A contrast of the degree of activity among the three major powers: insights from media reports 5. Lian-Sheng Yang, Shu-Heng Chen, Chia-Ling Chang and Yi-Heng Tseng. Aggregation Problem in DSGE Model 6. Jiadi Fu, Di Yu and Guanjian Qiu. Research on Ethical Issues in Engineering Practice and Its Countermeasures Banquet November 1, 2015 (Main Conference) 09:00 10:15 Zhongshan Hall,Zhongshan Building Shuangmenlou Hotel Keynote Speaker 3: Prof Jian Pei Chair: Guandong Xu 10:15 10:30 Morning Tea/Coffee Break 10:30 – 12:20 Session: Stock and Opinion Mining 1. R. M. Kapila Tharanga Rathnayaka, D. M. K. N. Seneviratna and Wei Jianguo. A Hybrid Statistical Approach for Stock Market Forecasting Based on Artificial Neural Network and ARIMA Time Series Models 2. Xia Zhang, Changbo Wang, Hong Yin, Jin Wang and Yanping Zhang. Forecast the price of chemical products using emotion analysis with multivariate data 3. Guangliang Gao, Zhan Bu, Jie Cao and Zhiang Wu. A Survival Analysis Method for Stock Market Prediction 4. Huakang Li, Siqi Huang and Guozi Sun. An Opinion Leader Perceptual Model based on PageRank Algorithm 5. Huanan Zhang. Guangzhou Smart City Construction and Big Data Research Session: Educational Data Mining and Application 1. Shuqing Li and Enlai Ma. The Design of Web Portable Personalization Framework based on Iterative Profiling Algorithm with Time Unit of Weighted Keywords 2. Feng Ye, Xue-Jie Zhang, Feng-Yan Bian, Jing-Jing Wang and Shi-Liang Fan. A Study of Computer Science Majors' Capacity Improvement Relying on Academic Discipline Competitions 3. Qizhen Wang and Yingming Zhu. Economic policy uncertainty and duration of export 4. Huajian Zhang. Balanced Graph Partitioning: Optimizing Graph Cut Based on Label Swapping 5. Wang Xiaoqing, Liu Ning and Sun Yang. NFC Mobile Intelligent Campus Construction of Nanjing University of Finance and Economics 12:20-12:40 Closing 12:40-14:00 Lunch 14:30 – 17:30 Excursion Main Conference Program Opening and Keynote 1 Location: Zhongshan Hall,Zhongshan Building Time: 08:45 - 10:15, Saturday, 31 October 2015 Conference Opening Chair: Jie Cao, Nanjing University of Finance and Economics Opening address: *** Welcome address: Zhanglong Chen, President of Nanjing University of Finance and Economics Program committee address: Yves Demazeau, CNRS, France Keynote speech Chair: Keynote 1: Xindong Wu, University of Vermont Title: Session: Social Media Analysis Location: Lanting Hall, Zhongshan Building Time: 10:30 – 12:00, Saturday, 31 October 2015 Chair: *** - Prediction of Social Mood on Chinese Societal Risk Yinghong Dong, Hao Chen, Xijin Tang, Weining Qian and Ao-Ying Zhou - A Situation Information Integrated Personalized Travel Package Recommendation Approach Based on TD-LDA Model Zhengbin Liu and Haitao Xiong - A Multi-Label Model To Predict Undisclosed Attributes in Microblogging Xingfeng Pan, Jin Yang and Xiaofeng Qiu - Learning to Rank Domain Experts in Microblogging by Combining Text and Non-text Features Lu Qi, Yanyi Huang, Lin Li and Guandong Xu - Popularity Prediction in Microblog Based on LR-DT Wensen Liu and Xiaoyi Wang Session: Behavioral Analysis Location: Lanting Hall, Zhongshan Building Time: 10:30 – 12:00, Saturday, 31 October 2015 Chair: *** - Dynamical evolution of an Internet social network: a case study on an event of protecting plane trees in Nanjing, China Wensen Huang, Wenjia Wang, Jianbo Gao and Qinglin Li - China Momentum and Transparency Hungwen Lin and Mao-Wei Hung - The Analysis of New Visitors' Website Behaviour before & after TV Advertising Kyrylo Medvediev, Guandong Xu and Shlomo Berkovsky - Using Experimental Economics Method to do Staff Quality---Position Match Gwo-Ding Liao, Miao Zhu You and Guocheng Wang - Research on Equity-based Crowdfunding based on Corporate Finance Theory Nan Liu, Laisheng Xiang and Xiyu Liu Keynotes speech Location: Yijiangnan Hall,Yuejing Building Time: 13:30 – 14:45, Saturday, 31 October 2015 Chair: Yves Demazeau Keynote 2: Herbert Dawid, Bielefeld University, Germany Title: Agent-based Simulation for the Analysis of Inequality Dynamics and Economic Policy Design Session: Data Mining Location: Lanting Hall, Zhongshan Building Time: 15:00 – 17:00, Saturday, 31 October 2015 Chair: *** - Discriminative Feature Combination Selection for Enhancing Multiclass Classification Aibo Song, Wei Qian, Zhiang Wu and Jinghua Zhao - An Improved Neural Network Algorithm based on Artificial Bee Colony Algorithm and its Application in Sewage Treatment Di Pan and Jie Cao - Papers' Similarity based on the Summarizaton Merits Mostafa Alli, Vahid Alli and Ling Feng - A Graph-based Approach for Semantic Similar Word Retrieval Yonggen Wang, Weiguang Qu, Yanhui Gu and Junsheng Zhou - A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm Haobo Wang, Guiping Su, Yuan Sun, Pan Liao, Shiwei Ye and Yi Sun Session: Market and Culture Analysis Location: Lanting Hall, Zhongshan Building Time: 15:00 – 17:00, Saturday, 31 October 2015 Chair: *** - Housing Dynamics with Speculative Expectations Min Zheng - Cultures of War and Inequality Elpida Tzafestas - Performance of Artificial Neural Networks in Prediction of Transnational Company Revence (Nestle Europe Case) Svitlana Galeshchuk - A contrast of the degree of activity among the three major powers: insights from media reports Sheng Bi, Jianbo Gao, Yandong Wang and Yinhe Cao - Aggregation Problem in DSGE Model Lian-Sheng Yang, Shu-Heng Chen, Chia-Ling Chang and Yi-Heng Tseng - Research on Ethical Issues in Engineering Practice and Its Countermeasures Jiadi Fu, Di Yu and Guanjian Qiu Keynotes Speech Location: Yijiangnan Hall,Yuejing Building Time: 09:00 – 10:15, Sunday, 1 November 2015 Chair: Guandong Xu Keynote 3: Jian Pei, Simon Fraser University, Canada Title: User Behaviors in Social Networks and Big Data: Similarity and Egocentricity Session: Stock and Opinion Mining Location: Lanting Hall, Zhongshan Building Time: 10:30 – 12:20, Sunday, 1 November 2015 Chair: *** - A Hybrid Statistical Approach for Stock Market Forecasting Based on Artificial Neural Network and ARIMA Time Series Models R. M. Kapila Tharanga Rathnayaka, D. M. K. N. Seneviratna and Wei Jianguo - Forecast the price of chemical products using emotion analysis with multivariate data Xia Zhang, Changbo Wang, Hong Yin, Jin Wang and Yanping Zhang - A Survival Analysis Method for Stock Market Prediction Guangliang Gao, Zhan Bu, Jie Cao and Zhiang Wu - An Opinion Leader Perceptual Model based on PageRank Algorithm Huakang Li, Siqi Huang and Guozi - Guangzhou Smart City Construction and Big Data Research Huanan Zhang Session: Educational Data Mining and Application Location: Lanting Hall, Zhongshan Building Time: 10:30 – 12:20, Sunday, 1 November 2015 Chair: *** - The Design of Web Portable Personalization Framework based on Iterative Profiling Algorithm with Time Unit of Weighted Keywords Shuqing Li and Enlai Ma - A Study of Computer Science Majors' Capacity Improvement Relying on Academic Discipline Competitions Feng Ye, Xue-Jie Zhang, Feng-Yan Bian, Jing-Jing Wang and Shi-Liang Fan - Economic policy uncertainty and duration of export Qizhen Wang and Yingming Zhu - Balanced Graph Partitioning: Optimizing Graph Cut Based on Label Swapping Huajian Zhang - NFC Mobile Intelligent Campus Construction of Nanjing University of Finance and Economics Wang Xiaoqing, Liu Ning and Sun Yang