Conference Program Friday June 28, 2019

Home , Nanjing Tech University, Tianjin University

Organizing Committee

Workshop Co-Chairs Daniel Zeng, Chinese Academy of Sciences, China Guoqing Chen, Tsinghua University, China Leon Zhao, City University of Hong Kong, China

Publications Chair Daning Hu, Southern University of Science and Technology, China

Junior Faculty Forum Chair Kevin Zhu, University of California, San Diego

Junior Faculty Forum Co-Chair Beibei Li, Carnegie Mellon University Michael Zhang, Chinese University of Hong Kong

Publicity Co-Chairs Harris Wu, Old Dominion University, USA Han Zhang, Georgia Tech, USA

Career Fair Co-Chairs Yanwu Yang, Huazhong University of Science and Technology, China Xunhua Guo, Tsinghua University, China

Local Arrangement Co-Chairs Wayne Huang, Xi’An Jiaotong Univesity, China Xin Li, City University of Hong Kong, China Hao Liao, Shenzhen University, China

Advisory Committee

Ravi Bapna, University of Minnesota Anandhi Bharadwaj, Emory University Guoqing Chen, Tsinghua University Hsinchun Chen, University of Arizona Jian Chen, Tsinghua University Prabuddha De, Purdue University Anindya Ghose, New York University Paulo Goes, University of Arizona Alok Gupta, University of Minnesota Alan Hevner, University of Southern Florida Varghese Jacob, The University of Texas at Dallas Elena Karahanna, University of Georgia Robert Kauffman, Singapore Management University Ramayya Krishnan, Carnegie Mellon University T.P. Liang, National Sun Yat‐Sen University Feicheng Ma, Wuhan University Jiye Mao, Renmin University of China James Marsden, University of Connecticut Saby Mitra, Georgia Institute of Technology Vijay Mookerjee, The University of Texas at Dallas Sridhar Narasimhan, Georgia Institute of Technology Arun Rai, Georgia State University Sudha Ram, University of Arizona Vallabh Sambamurthy, Michigan State University Sumit Sarkar, The University of Texas at Dallas Michael Shaw, University of Illinois at Urbana‐Champaign Olivia R. Liu Sheng, University of Utah Yong Tan, University of Washington, Seattle Andrew Whinston, University of Texas at Austin Shanlin Yang, Hefei University of Technology Leon Zhao, City University of Hong Kong

Program Committee Vipul Aggarwal, University of Washington Ali Ahmed, University of Massachusetts at Lowell Mohammed Alyakoob, Purdue University Yang Bao, Shanghai Jiao Tong University Jiaxu Cai, Southern University of Science and Technology Chiyu Cai, CAS Xianye Cao, Central South University Jinwei Cao, University of Delaware Aindrila Chakraborty, Texas State University Michael Chau, The University of Hong Kong Lin Chen, Tianjin University Cheng Chen, University of Illinois at Chicago Fang Chen, University of Manitoba Jiawei Chen, Tsinghua University Wei Chen, University of Arizona Guandan Chen, Institute of Automation Chinese Academy of Sciences Daniel Chen, Texas Christian University Muller Cheung, Hong Kong University of Science and Technology (HKUST) Roger Chiang, University of Cincinnati Bingjie Deng, The University of Hong Kong Hua Deng, None Honghui Deng, UNLV Jianing Ding, Purdue University Yifan Dou, Fudan University Rong Du, Xidian University Qianzhou Du, Virginia Polytechnic Institute and State University (Virginia Tech) Shaokun Fan, Oregon State University Zheng Fang, Purdue University Qingqing Fei, None Haiyang Feng, Tianjin University Runshan Fu, Carnegie Mellon University (CMU) Yi Gao, Tsinghua University Yong Ge, University of Arizona Chunmian Ge, South China University of Technology Dongxiao Gu, Hefei University of Technology Qin Gui, Southern University of Science and Technology Zhiling Guo, Singapore Management University Hong Guo, University of Notre Dame Yi Guo, University of Michigan - Dearborn Xu Han, Florida Atlantic University Lin Hao, University of Washington Qinglai He, Arizona State University Mingming He, Nanjing Tech University Chad Ho, George Washington University Jingbo Hou, Arizona State University, Tempe Campus Liwen Hou, Shanghai Jiaotong University Jin Hu, Southern University of Science and Technology Xin Hu, Shanghai Jiaotong University Jiang Hu, Texas Tech University 4

Daning Hu, University of Zurich Jinghua Huang, Tsinghua University Byoung-Hyoun Hwang, Cornell University Yonghua Ji, University of Alberta Yabing Jiang, Florida Gulf Coast University Yang Jiang, Harbin Institute of Technology Siqi Jiang, The Chinese University of Hong Kong Yuan Jin, University of Connecticut Dahui Li, University of Minnesota - Duluth Xiao Li, University of Zurich Jiexun Li, Western Washington University Boying Li, The University of Nottingham Ningbo China Qi Li, None Xiaoyang Li, None Chenwei Li, The University of Hong Kong Chunxiao Li, Shanghai Jiaotong University Xin Li, City University of Hong Kong Zhepeng Li, York University Jiaqi Liang, Institute of Automation, Chinese Academy of Sciences Yunji Liang, Northwestern Polytecnnical University Chen Liang, Arizona State University, Tempe Campus Huigang Liang, East Carolina University Mingfeng Lin, Georgia Institute of Technology Lihui Lin, Tsinghua University CHEWEI LIU, University of Maryland at College Park Haoyuan Liu, McCombs School of Business, UT Austin Zilong Liu, Dongbei University of Finance and Economics Jun Liu, Dakota State University Jianwei Liu, Harbin Institute of Technology Qian Liu, Central University of Finance and Economics Xiaofeng Liu, UC San Diego Hefu Liu, University of Science and Technology of China Xiaoping Liu, Northeastern University Aijun Liu, None Xuesong LU, East China Normal University Xiaoni Lu, Xi'an Jiaotong University Cheng Luo, Tianjin University Xin Luo, University of New Mexico Xiaoxiao Luo, Tianjin University Dan Ma, Singapore Management University Cong Ma, City University of Hong Kong Lin Ma, Xi'an Jiaotong University Hongyi Mao, None Ka Chung Ng, The Hong Kong University of Science and Technology Zhilei Qiao, Virginia Polytechnic Institute and State University (Virginia Tech) Liangfei Qiu, University of Florida John Rios, University of Iowa Wenqi Shen, Virginia Polytechnic Institute and State University (Virginia Tech) Lanfei Shi, University of Maryland Peijian Song, Nanjing University

Yicheng Song, University of Minnesota Shijie Song, Nanjing University Yongqiang Sun, Wuhan University Haoyan Sun, Lehigh University Tianshu Sun, University of Southern California Jian Tang, Central University of Finance and Economics Hongting Tang, South China University of Technology Alex Tung, U. of Connecticut Sheng Wan, Hong Kong University of Science and Technology (HKUST) Jianjun Wang, Dalian University of Technology Shichao Wang, Zhejiang University Hongpeng Wang, Xidian University Yu Wang, Tianjin University Lei Wang, Pennsylvania State University Zhe Wang, Tsinghua University Cong Wang, None Zhiyi Wang, National University of Singapore Xiaopan Wang, Tianjin University Weilong Wang, None Qi Wang, National University of Singapore Yen-yao Wang, Auburn University Zaiyan Wei, Purdue University Xiahua Wei, University of Washington, Bothell Zhong Wen, Tsinghua University Wen Wen, University of Texas at Austin Yi Wu, Tianjin University Zhenhua Wu, Nanjing University Xiaoyuan Wu, South University of Science and Technology of China Yong Wu, Donghua University, Shanghai Long Xia, Virginia Polytechnic Institute and State University (Virginia Tech) CAI XIAOFANG, City University of Hong Kong Yongqin Xie, Guangdong University of Finance Jiachen Xie, Sustec Xiaoying Xu, South China University of Technology Yichao Xu, National University of Singapore Hong Xu, HKUST Ling Xue, Georgia State University Zhijun Yan, Beijing Institute of Technology Kunlin Yang, Renmin University of China Yinghui Yang, UC Davis Yi Yang, Hong Kong University of Science and Technology (HKUST) Xuan Yang, None YANG YANG, University of California, San Diego Zhong Yao, Department of Information Sytems Xinlin Yao, Fudan University Cheng Yi, Tsinghua University Fang Yin, University of Oregon Dezhi Yin, University of South Florida Kexin Yin, University of Delaware Liu Yongmei, Central South University

Byungjoon Yoo, Seoul National University Weijia You, Beijing Forestry University Yixiu Yu, Texas Tech University Yongcheng Zhan, The University of Arizona Yingjie Zhang, University of Texas at Dallas Cheng Zhang, Fudan University Chenglong Zhang, The University of Texas at Dallas Xuan Zhang, Department of Computer Science, College of Engineering, Virginia Tech Zhe Zhang, Univeristy of Texas at Dallas GUOYING ZHANG, Midwestern State University Julie zhang, University of Massachusetts, Lowell David Zhang, Lehigh Univervsity Hongzhe Zhang, None Xiaoqing Zhang, National University of Singapore Xiaofei Zhang, Nankai University Ying Zhang, National University of Singapore Han Zhang, Georgia Institute of Technology Kunpeng Zhang, University of Maryland at College Park Qiang Zhang, City University of Hong Kong Zhu Zhang, Institute of Automation, Chinese Academy of Sciences Yimiao Zhang, Nanyang Technological University Kang Zhao, University of Iowa Xiaoping Zhao, Shanghai Jiao Tong University xiaohang zhao, University of Delaware Bowen ZHENG, Tsinghua University Weijun Zheng, University of Wisconsin - Parkside LINA ZHOU, UNC Charlotte Yilu Zhou, Fordham University Sijia Zhou, City University of Hong Kong Yingpeng Zhu, Hong Kong University of Science and Technology (HKUST) Xiaoyu Zhu, Rochester Institute of Technology Zhiya Zuo, University of Iowa

Best Paper Award Committee

Chair Leon Zhao, City University of Hong Kong

Committee Members Xunhua Guo, Tsinghua University Xin Li, City University of Hong Kong Alan Wang, Virginia Tech Kang Zhao, Iowa State University

Conference Program

Friday June 28, 2019

10:00 – 19:00 Registration, Hilton Hotel Lobby（希尔顿酒店大堂）

Saturday June 29, 2019 Time Sessions 7:30-18:00 Registration: Hilton Hotel Lobby（希尔顿酒店大堂） 8:30-11:30 Career fair: Third Floor, Outside Meeting Room 1（酒店三层，会议室一外） Plenary Session (Third Floor, Grand Ballroom （三层,大宴会厅）) 9:00-9:10 Opening Session Welcome Speeches 9:10-9:50 Keynote Speech 1 Topic: ****, Prof. Guoqing Chen, Tsinghua University 9:50-10:30 Keynote Speech 2 Topic:****, Prof. Wei Luo, FOXCONN Technology Group 10:30-11:00 Coffee Break & Poster Venue: Outside Grand Ballroom （大宴会厅外） 11:00-11:40 Keynote Speech 3 Topic:****, Prof. Andrew B. Whinston, University of Texas at Austin 11:40-13:30 Lunch

Parallel Session A (Third Floor of Hilton Hotel （希尔顿酒店三层） ) Forum Sessions (Third Floor of Hilton Hotel （希尔顿酒店三层）See Below ) 13:30-15:00 Session A1 Session A2 Session A3 Session A4 AI and its Business Big Data Analytics 1 Business Model Innovation 1 Electronic Commerce 1 Applications 1

Meeting Room 1 Meeting Room 2 Meeting Room6

Grand Ballroom B （会议室 1）（会议室 2）（会议室 6）（大宴会厅 B）

Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Displaced or augmented? Information Affecting Market Capturing Behavior Dynamics of Compatibility and Behavior- How does Artificial Efficiency and Fairness: Video Game Players: A Marked based Price Discrimination Intelligence Affect Our Jobs: Estimating a Structural Model Mutually Exciting Point Process Decisions of Competing SaaS Evidence from LinkedIn for Transportation Network Approach Vendors

Weilong Wang Zisu Wang Qi Wang Yu Wang (Purdue University), (University of Arizona), (National University of Singapore), (Tianjin University), Jinyang Zheng Junming Yin Xuanqi Liu Jie Zhang (University of Texas at (Purdue University), (University of Arizona), (National University of Arlington), Karthik Kannan Tianyu Gu Singapore), Minqiang Li (Purdue University), (University of Arizona), Ke-Wei Huang (Tianjin University) Fei Ren Yong Liu (National University of Singapore) (Peking University) (University of Arizona) Discussant: TBD Discussant: TBD Discussant: TBD Discussant: TBD Artificial Intelligence and Drug Closed-Loop Supply Chain Decision App Developers’ Choices of The Predictive Power of Innovation Analysis for Different Recycling Revenue Models in a Duopoly Discrete Emotions in Channel Market Microblogging Messages: An Bowen Lou Empirical Study in the Movie (The Wharton School, University Zheng Liu Xiaoxiao Luo of Pennsylvania), (Xidian University), Industry (Tianjin University), Lynn Wu Zongming Zhang Jie Zhang (The Wharton School, University (Xidian University) Yifan Yu of Pennsylvania) (University of Texas at Arlington), (University of Washington), Minqiang Li Discussant: TBD Discussant: TBD Jinghua Huang (Tianjin University) (Tsinghua University), Discussant: TBD Yong Tan (University of Washington)

9 Discussant: TBD

More than double your Knowledge is Like Money: A Good Deed or Greed? The Role of Integration strategy for online impact: a study of match-offer Demand Estimation for Paid- Social Cause and Monetary Reward and offline channels of dual- in crowdfunding platform Knowledge Products in Interactive Social Media channel retailers in a Campaigns duopolyRong Zhen Fang Yue Jin (University of Washington), Elizabeth Han (Tsinghua University), Shengsheng Xiao (Georgia Institute of Technology), hui Wang Jinyang Zheng (Shanghai University of Finance Samuel Bond (Tianjin Univeristy), (Purdue University), and Economics), (Georgia Institute of Technology), Lin Chen Jinghua Huang Yong Tan Han Zhang (Tianjin University), (Tsinghua University), (University of Washington) Guofang Nan Yong Tan (Georgia Institute of Technology) Discussant: TBD (Tianjin University), (University of Washington) Discussant: TBD Minqiang Li (Tianjin University) Discussant: TBD Discussant: TBD

(short) (short) (short) (short) Funding Open Source Positive First or Negative First? How Platforms Benefit from A Motivational Barrier to Software with Cryptocurrency Effect of Online Reviews Entering into Content Creation Marketing Information Sharing Tokens: The Impact of Information Structure on Product by Social Media: Evaluation Exchange Listing on Attitude Zhen Yan Apprehension and System Blockchain Project (Tianjin University), Feedback Feature Development Shouwang Lu Haiyang Feng (Renmin University of China), (Tianjin University) Xu Li Wei Chen gordon Chen Discussant: TBD (Renmin University of China), (University of Arizona), (Renmin University of China), Kanliang Wang Weifeng Li Kanliang Wang (Renmin University of China) (University of Georgia), (Renmin University of China) Discussant: TBD Karen XIE Discussant: TBD (University of Denevr) Discussant: TBD 15:00-15:30 Coffee Break (Outside the Meeting Rooms, 会议室外) Parallel Session B (Third Floor of Hilton Hotel （希尔顿酒店三层） ) Forum Sessions (Third Floor of Hilton Hotel （希尔顿酒店三层）See Below ) 15:30-17:00 Session B1 Session B2 Session B3 Session B4 Platform Economics Mobile Analytics 1 Fintech 1 AI and its Business Applications 2 and Strategy 1

Meeting Room 1 Meeting Room 2 Meeting Room 6 Grand Ballroom B （会议室 1）（会议室 2）（会议室 6）（大宴会厅 B）

Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Regulating Sponsored Data Plans: Adoption or Application of Network Developmental Feedbacks and Past Institutionalized Not by Content Providers Embedding to Return Success on Idea Quality in Online Open Players in Peer-to-Peer Comovement Analysis: Innovation Communities Chongkai Wang Markets: Evidence Case of Stock Co-attention (Tianjin University), Qian Liu from Airbnb Minqiang Li Networks (Central University of Finance and Economics), (Tianjin University), Xiaofang Cai Wei Chen Haiyang Feng Wuyue Shangguan (City University of Hong Kong), (University of Arizona), (Tianjin University), (Zhejiang University), Qianzhou Du Karen XIE (University of Nan Feng Yan Liu (Virginia Polytechnic Institute and State Denevr), (Tianjin University) (Zhejiang University), University) Zaiyan Wei Discussant: TBD Xi Chen (Purdue University) (Zhejiang University), Discussant: TBD Discussant: TBD Alvin Chung Man Leung (City University of Hong Kong) Discussant: TBD Does Target Platform’s Mobile Augmented Reality, Product Predicting Financial Risk Using Personal Credit Scoring using Macro Reverse Resource Sales and Online Consumer Reviews: Non-Financial Data: Design Economy Variables and Feature Selection Transfer Always Mean Evidence from a Natural Experiment and Evaluation of a Predictive Lose for Itself? A Analytics Framework Weidong Guo Perspective of User Pei Xu (Shanghai Jiaotong University), Generated Content (Auburn University), Chunxiao Li Zhizhong Zhou De Liu (Shanghai Jiao Tong University) Volume (Shanghai Jiaotong University), (University of Minnesota - Twin Cities Hongchang Wang Discussant: TBD Campus) Zhijun Yan (Georgia Institute of Technology), Discussant: TBD (Beijing Institute of Wei Min Technology), (CreditX Technology), Han Yang Bin Gu (Beijing Institute of (Arizona State University) Technology), Discussant: TBD Lin Jia (Beijing Institute of Technology), Yong Tan (University of Washington) Discussant: TBD First-Party Products A Two-Layer S-O-R Model to Monitoring and Credit Risk in How Does the Filler-Item Selection for Two- Investigate Consumers’ Privacy Social Credit Systems Recommendation Affect Customers’ Sided Platforms Concern in the On-demand Services Purchase Behavior in a Contingent Free- Chris Westland under Network (University of Illinois Chicago), Shipping Strategy? Effects Chenwei LI 10

(The University of Hong Kong), Tuan Phan Xianghua Lu Nan Feng Patrick CHAU (National University of Singapore), (Fudan University), (Tianjin University), (The University of Hong Kong) Tianhui Tan Tian Lu Jianjian Chen Discussant: TBD (National University of Singapore), (Carnegie Mellon University (CMU)) (Tianjin University), Jian Mou Haiyang Feng Discussant: TBD (Xidian university) (Tianjin University), Discussant: TBD Minqiang Li (Tianjin University)

Discussant: TBD The Effects of Dockless Bike Sharing: Convenience The Value of Alternative (short) Prefunding on or Congestion? Data in Financial Credit Risk The More Similar the Better? Examining Crowdfunding Success Prediction: Based on an the Roles of Textual and Visual Features Yipu Deng Unbiased Sample and their Similarities in Increasing Review Xiahua Wei (Purdue University), Usefulness (University of Washington, Zaiyan Wei Tian Lu Bothell), (Purdue University), (Carnegie Mellon University ), Weijia You Karthik Kannan Yingjie Zhang Lin Li (Beijing Forestry (Purdue University) (University of Texas at Dallas), (Kyung Hee University), University), Discussant: TBD Beibei Li Gang Ren Ming Fan (Carnegie Mellon University) (Kookmin University), (University of Taeho Hong Washington), Discussant: TBD (Pusan National University), Yong Tan Sung-Byung Yang (University of (Kyung Hee University) Washington) Discussant: TBD Discussant: TBD

(short) (short) (short) (short) Physician’s Knowledge Application Developer’s and Mobile Predicting Stock Price Do Pictures Provided by Consumers Affect Contribution and Platform’s Pricing Strategies in the Movements via Multi- Helpfulness of Online Review? Empirical Economic Return in an Presence of Externalities relational Inter-firm Networks Evidence from Catering Review Platform E-health Q&A Platform: A Natural Jingpei Ma John Rios Xinyao Wang Language Processing (Dalian University of Technology), (University of Iowa), (Tsinghua University), Approach and Wenli Li Kang Zhao Jinghua Huang Empirical Analysis (Dalian University of Technology) (University of Iowa), (Tsinghua University) Discussant: TBD Nick Street Discussant: TBD (University of Iowa) Yan Li Discussant: TBD (City University of Hong Kong), Yulin Fang (City University of Hong Kong), Xitong Guo (Harbin Institute of Technology) Discussant: TBD Banquet (Awards, Introductions to Longhua District's Talent Recruitment policy and CSWIM 2020) 17:30-20:00 Grand Ballroom （大宴会厅）

Sunday June 30, 2019 Time Sessions Parallel Session D (Third Floor of Hilton Hotel （希尔顿酒店三层） )

8:30-10:00 Session D1 Session D2 Session D3 Session D4 Business Model Innovation 2 Electronic Commerce 2 Business Intelligence 1 Fintech 2

Meeting Room 1 Meeting Room 2 Meeting Room 6 Meeting Room 5 （会议室 1）（会议室 2）（会议室 6）（会议室 5） Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Pricing and Openness Strategy Online Labor Market Signaling with IT and Technical Inefficiency: An Your Movement in a City Tells of Online Ride-hailing Platform App-based Monitoring Industry-Level Empirical Investigation Your Credit: Credit Default with Network Effect FENGMEI GONG Prediction based on Zhenhua Wu (University of La Verne), (Nanjing University), Geolocation Information Nan Feng YINGXIA CAO Chen Liang (Tianjin University), (University of La Verne), Ling Zhang (Arizona State University, Tempe Campus), Jialu Liu Tong Zeng (University of La Verne) (Chinese University of Hong Kong), (Tianjin University) Bin Gu Discussant: TBD (Arizona State University) Discussant: TBD Youngsok Bang Discussant: TBD (Chinese University of Hong Kong) Discussant: TBD The Shape of Advertising A Latent Class Model of Player Reward Finding Wisdom in the House: Impact Managing Keyword As Response Function in Search Ads Watching Behaviors in Online of Enterprise Social Media on Investment: The Application of Engine Advertising: Concave or Mobile Games Knowledge Financial Portfolio Theory in S-shaped? Sponsored Search Advertising Jiaying Deng Exchange Baozhu Feng (University of Washington), Bin Zhang Yanwu Yang (Huazhong University of Science Stephanie Lee (University of Arizona), (Huazhong University of Science and Technology), (University of Washington), Mingming He and Technology), Yanwu Yang Yong Tan (Nanjing Tech University ), Huiran Li (University of Washington) Yongcheng Zhan (Huazhong University of Science (Huazhong University of Science and Discussant: TBD (The University of Arizona) and Technology) Technology) Discussant: TBD Discussant: TBD Discussant: TBD Reveal or Conceal? An Analysis Retailer Platform’s Coopetition Medical Image Description Generating stock market of Inventory Reveal Policy in Strategy: Join or Not A Competitive Generation: A Generative Adversarial sentiment lexicons with large- Online Flash Sales Marketplace Platform Network Based Multi-Label scale Chinese corpora from Classification Approach diverse sources Zibo Liu Danyu Liang (University of Washington), (Tianjin university), Shi Chen (University of Yidong Chai Futao Zhao Nan Feng Washington), (Tsinghua University), (School of Economics and (Tianjin University), Kamran Moinzadeh Hongyan Liu Management, Beihang University), Haiyang Feng (University of Washington), (Tsinghua University), Zhong Yao (Tianjin University), Yong Tan Jie Xu (School of Economics and Minqiang Li (Tongren Hosptial) Management, Beihang University), (University of Washington) (Tianjin University) Discussant: TBD Discussant: TBD Pengfei Tang Discussant: TBD (School of Economics and Management, Beihang University) Discussant: TBD (short) (short) (short) A Conceptual Exploration for How Does Review Bias Influence E- An Empirical Study of the Cross-Cultural Virtual Teams Commerce Platform Revenue? Impact of the Matching Fund on Teamwork Mental Model Charity-based Crowdfunding Development Lirong Chen Platforms (Dalian University of Technology), Yuanyanhang Shen Wenli Li Lei Ye (University of International (Dalian University of Technology, Inner (Peking University), Business and Economics), Mongolia University), Chong Wang Xiaodan Yu Qiang Li (Peking University) (University of International ( Inner Mongolia University), Discussant: TBD Business and Economics), Shidao Geng Xusen Cheng (Dalian Maritime University) (University of International Discussant: TBD Business and Economics) Discussant: TBD 10:00- Coffee Break (Outside the Meeting Rooms, 会议室外) 10:30 Parallel Session E ( Venue: Third Floor of Hilton Hotel （希尔顿酒店三层） )

10:30- Session E1 Session E2 Session E3 Session E4 12:00 Electronic Commerce 3 Online and Virtual Communities 1 Business Intelligence 2 BuSocial Network, Social Media and Meeting Room 1 Meeting Room 2 Meeting Room 6 Social Commerce 1 （会议室 1）（会议室 2）（会议室 6） Meeting Room5 （会议室 5） Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Sunday June 30, 2019 Time Sessions How Do Platform Promotions An Examination of Social Influence on Nominal Merger or Consummated An Empirical Study on Change the Price Competition among Knowledge Contribution Behaviors in Merger: Horizontal Merger Mode Friend Circle Structure Sellers in E-Markets? Online Q&A Communities: Evidence from Selection of Platforms and Social Commerce Zhihu Promotion Zhiwen Li YIYING ZHANG Effectiveness: Chencheng Shi (Jiangsu University), (Chinese University of Hong Kong), (Xi'an Jiaotong University), Thomas Le Texier Homogeneity vs. Youngsok BANG Ping Hu (University of Rennes1) Grouping (Chinese University of Hong Kong), (Xi'an Jiaotong University), Discussant: TBD Sang Won KIM Weiguo Fan Huasi Xu (Chinese University of Hong Kong) (University of Iowa) Discussant: TBD (City University of Discussant: TBD Hong Kong), Yidi Liu (City University of Hong Kong), Xin Li (City University of Hong Kong) Discussant: TBD Impact of Multiplatform Adoption on The Power of Storytelling: Quantifying Platform Compatibility and Developer Do Firms Prefer Likers Customer Purchase Behavior the Same-Side Effect of Daily Multihoming: A Study of Firefox and or Doubters?

Recommendations on Consumption Chrome Zhe Rong Zhenhua Wu (Sun Yat-Sen University), Patterns in Mobile App Store (Nanjing University), Qian Wang Jing Tian Xueyan Yin (Sun Yat-Sen University) Mengyao FU (Fudan University), (Arizona State University), (City University of Hong Kong), Bingqing Xiong Xia Zhao Discussant: TBD Fan Zhang (City University of Hong Kong), (University of Georgia), (Arizona State University), Chee-Wee Tan Ling Xue Peiyu Chen (Arizona State (Copenhagen Business School), (Georgia State University), University) Eric Lim Arun Rai Discussant: TBD (The University of New South Wales ), (Georgia State University) Weiquan Wang Discussant: TBD (City University of Hong Kong) Discussant: TBD The Role of Information Cues on (short) Product-Driven Entrepreneurs and (short) Users’ Perceived Credibility of How diversity of perspectives affects team Online Crowdfunding Campaign Want to be retweeted Online Health Rumors creativity in app design—the role of during natural Lin Hu transactive memory systems and media disasters? Affect, Xiaokang Song (Australian National University), (Nanjing University), synchronicity Zhenhua Wu richness, and relevance Yuxiang Zhao (Nanjing University), model of retweet (Nanjing University of Science and Jiaoming Zheng Bin Gu behavior for crisis Technology), (Dalian University of Technology), (Arizona State University)) communication Shijie Song Gang Qu Discussant: TBD (Nanjing University), (Dalian University of Technology), Chang Heon Lee Qinghua Zhu Jingguo Wang (United Arab Emirates (Nanjing University) (University of Texas at Arlington) University), Discussant: TBD Discussant: TBD Heng Yu (Dalian Maritime University ) Discussant: TBD (short) Will the Cloud Fly with Internet Plus?

Zhenghua Li (Jiangsu University of Science and Technology), Huigang Liang (East Carolina University), Nianxin Wang (School of Economics and Management, Jiangsu University of Science and Technology), Yajiong Xue (East Carolina University), Shilun Ge (School of Economics and Management, Jiangsu University of Science and Technology) Discussant: TBD 12:00- Lunch 13:30 Parallel Session F Venue: Third Floor of Hilton Hotel （希尔顿酒店三层）

13:30- Session F1 Session F2 Session F3 Session F4 15:00 Mobile Analytics 2 Informatics 1 Data Science 1 Online and Virtual Communities 2 Meeting Room 1 Meeting Room 2 Meeting Room 6 （会议室 1）（会议室 2）（会议室 6） Meeting Room 5 （会议室 5） Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Sunday June 30, 2019 Time Sessions

Awareness of actual usage time and The value of expert groups: the impact of Who Sells Knowledge to You? How Processing users’ smartphone usage doctors join groups on individual job Understanding Online Identities of Fluency Influence performance in online health Knowledge Influencers on Pay-for- Audience Response Xiaoni Lu communities knowledge Platforms to Digital (Xi'an Jiaotong University), Wanxin Qiao Storytelling in Xiaoyu Chen Xia Zhao (Beijing Institute of Technology), (Nanyang Technological University), Online Tourism (The University of Georgia), Zhijun Yan Shaoxiong Fu Communities Xi Zhao (Beijing Institute of Technology) (Wuhan University) (Xi‘an Jiaotong University) Na Jiang Discussant: TBD Discussant: TBD Discussant: TBD (City University of Hong Kong), Chee-Wee Tan (Department of Digitalization, Copenhagen Business School), Eric Lim (University of New South Wales), Weiquan Wang (City University of Hong Kong) Discussant: TBD Distance and Local Competition in The Utility of Contest- and Contract-based A Decision Choice Model of Why Biking Group Mobile Geofencing Schemes in Online Labor Markets to that Restaurant? Proximity, Recommendation Ian Ho Competition, and Quality Method in Jason Chan (Pennsylvania State University), (Univeristy of Minnesota), Heterogeneous Social Sanjeev Dewan Jiahui Mo Zhongju Zhang Network Based on (University of California, Irvine), (Nanyang Technological University), (Arizona State University), PMF and ER Rule Chad Ho Nila Zhang Daoqin Tong (Arizona State University), (George Washington University ) (Nanyang Technological University) Wencong Cui Xinyue Zhang Discussant: TBD Discussant: TBD (Texas A&M University) (Hefei University of Discussant: TBD Technology), Hanru Wang (Hefei University of Technology), Gang Wang (Hefei University of Technology) Discussant: TBD Exploring the Role of Gamification (short) The Longitudinal Effects of Activity Disentangling the Mechanisms and Emotional Anxiety Are “Helpful” Online Reviews High Tracking and Social Sharing on Fitness effect of Reciprocity on in User Mobile Coupon Sharing Quality? An Examination of Online Review Improvement: A Field Experiment on Online Knowledge Behaviors Quality and Its Relationship with Personal Training App Sharing Communities Helpfulness Votes Manning Li Ben Choi Hongfei Li (Northeastern University), (Nanyang Technological University), (University of Qianqian Guo Zhihong Ke Zhiyin Li Connecticut), (Northeastern University), (University of Minnesota - Twin Cities Campus), De Liu (Nanyang Technological University) Ramesh Shankar Guanghui Ma (Northeastern University) (University of Minnesota - Twin Cities Campus), Discussant: TBD (University of Discussant: TBD Gediminas Adomavicius Connecticut), (University of Minnesota - Twin Cities Campus) Jan Stallaert Discussant: TBD (University of Connecticut) Discussant: TBD (short) (short) Targeting Would-Be Churners in Understanding Medication Mobile Apps: Evidence from a Field Nonadherence Using Sentiment- Experiment Enriched Deep Learning Jiaheng Xie Lin Wang (University of Arizona), (Peking University), Xiao Liu Chong Wang (University of Utah), (Peking University) Daniel Zeng Discussant: TBD (Department of Management Information Systems, University of Arizona), Xiao Fang (University of Delaware) Discussant: TBD

15:00- Coffee Break (Outside the Meeting Rooms, 会议室外) 15:30 15:30- Session G1 Session G2 Session G3 Session G4 17:00 Platform Economics and Strategy BuSocial Network, Social Media and Informatics 2 Data Science 2 2 Social Commerce 2 Meeting Room 6 Meeting Room 5 Meeting Room 1 Meeting Room 2 （会议室 6）（会议室 5）（会议室 1）（会议室 2） Chair: TBD Chair: TBD Chair: TBD Chair: TBD

Sunday June 30, 2019 Time Sessions Buyers’ Loyalty, Sellers’ Would Users Post More? A Hidden Online Review Manipulation— Smuggling Activity Online/Offline Channel and Markov Model of Reviewer Learning Evidence from Benford’s Law Detection in Smart Platform’s Business Model Dynamics in User-generated Content Cities: A Perspective Cheng Zhao Platform (Peking University), from Internet of Things Yonghong Sun Zheng Fang Chong Wang (Xi'an Jiaotong University ) Xiaotong Sun (Purdue University), (Peking University) Discussant: TBD (Renmin University of Jinyang Zheng Discussant: TBD China), (Purdue University), Qili Wang Karthik Kannan (Renmin University of (Purdue University), China), Guopeng Yin Wei Xu (University of International Business and (Renmin University of Economics (UIBE)) China), Discussant: TBD Yu Qin (Renmin University of China) Discussant: TBD Should a sharing platform invest in The Role of Inconsistency in Perceived Regularized sparse-based long short- An Optimal Data self-operated products? Helpfulness of a Set of Reviews: Is the term memory for textual disclosures in Selection Method in Ling Ding Whole Equal to the Sum of its Parts? financial distress prediction Fusing Conflict Data (Xi'an Jiaotong University), Xiuwu Liao Dezhi Yin Jingling Ma Wei Zong (Xi'an Jiaotong University), (University of South Florida), (Hefei University of Technology ), (Xidian University), Juan Feng Triparna de Vreede Gang Chen Feng Wu (City University of Hong Kong) (University of South Florida), (Hefei University of Technology ), (Xi’an Jiaotong Discussant: TBD Logan Steele Gang Wang University), (University of South Florida), (Hefei University of Technology) Xubu Ma Gert-Jan de Vreede Discussant: TBD (Xidian University), (University of South Florida) Lianqiang Feng Discussant: TBD (China National Heavy Machinery Research Institute CO,.Ltd.), Hongtao Wang (China National Heavy Machinery Research Institute CO,.Ltd.) Discussant: TBD Cooperation of Enterprises with Firm Performance and Social Media The Impact of Platform Rapid Release Discovering Barriers to Different Expectations on Future Content ─ Is The “Quiet Period” Quiet in on Third-Party App Evolution: An Opioid Addiction Interaction This Information Rich World? Empirical Study on Firefox Treatment Using Similarity Network- Weijun Zeng Julie zhang Yulin Fang Based Deep Learning (Hainan University) (University of Massachusetts, Lowell) (City University of Hong Kong), Discussant: TBD Discussant: TBD Jiaheng Xie Dan LUO (University of Arizona), (City University of Hong Kong; Xi'an Jiaotong Zhu Zhang University), (Chinese Academy of Peijian Song Sciences), (Nanjing University), Xiao Liu Chong Wang (Peking University ) (University of Utah), Discussant: TBD Daniel Zeng (Department of Management Information Discussant: TBD (short) (short) (short) Designing Needs-driven Sharing The Role of Prospective Social Ties in Job What Motivates Economy Platforms：Theoretical Placements Passive and Active Contributions? The Development and Empirical Zhiya Zuo Investigation from an Affordance Effects of Similarities (University of Iowa), Perspective and Feedback Kang Zhao Mechanisms on (University of Iowa), Physician Generated Mingye Hu Gautam Pant Content in Online (Harbin Institute of Technology), (The University of Iowa), Bo Xiao yuanyang liu Healthcare Platforms (University of Hawaii at Manoa), (University of Iowa) Jingbo Shao Discussant: TBD Liuan Wang (Harbin Institute of Technology) (School of Management, Discussant: TBD Harbin Institute of Technology), Hillol Bala (Indiana University at Bloomington), Lu Yan (Indiana University), Xitong Guo (Harbin Institute of Technology) Discussant: TBD 18:00- Dinner 19:30

Junior Faculty Forum Time: 13:30-16:30, June 29, 2019 Venue：Room 5（会议室 5）

Chair: Kevin Zhu, University of California, San Diego Co-Chair: Beibei Li, Carnegie Mellon University Co-Chair: Michael Zhang, Chinese University of Hong Kong Secretary: Hong Hong, Chinese University of Hong Kong (visiting)

Theme: How to launch a successful career in IS academics? -- Tenure, promotion, research, publications, mobility, and politics in the digital age

Agenda (half day on day 1) 1) Theme introduction (5 min) 2) Keynote speech on academic career in the US/western countries (15 min) 3) Keynote speech on academic career in Greater China/Asia (15 min) 4) Career and life as a female faculty – how to succeed in academics (10 min) 5) Panel on tenure, promotion, publications, and politics (45 min) 6) Round table discussions divided into three groups (30 min in parallel): 7) tenure/promotion/mobility, 8) research/journals/publications, 9) teaching, online/offline 10) Summary & Closing remarks (10 min)

Participants: Junior faculty (assistant professors, pre-tenure) working in academics PhD students who are close to graduation on the job market (on the way to become assistant professors)

Industrial Big Data and Smart Manufacturing Forum Time: 13:30-16:30, June 29, 2019 Venue：Room VIP（贵宾厅）

Coordinators: LIANG Fan, Hefei University of Technology/Seer Big Data Ltd (Dongguan) CHEN Liwen, South University of Science & Technology

Panelists: LIN Huibin, CISCO, China WANG Jin, TCL MA Huawei, Hefei University of Technology/Dongguan Seer Big Data Ltd ZHANG Qiang, Hefei University of Technology LIN Zhangxi, Harbin University of Technology/Hefei University of Technology

Highlights: Recent years, the evolution of technology and data science emerges a unified (Industrial) Internet of Things network. Loosely coupled smart manufacturing devices build smart manufacturing systems and enable comprehensive collaboration possibilities that increase the dynamic and volatility of their ecosystems. On one hand, this evolution generates a huge field for exploitation, but on the other hand, also increases complexity including new challenges and requirements demanding for new approaches in several issues. One challenge is the analysis of such systems that generate huge amounts of (continuously generated) data, potentially containing valuable information useful for several use cases, such as knowledge generation, KPI optimization, diagnosis, prediction, feedback to design or decision support. This panel, we will discuss various important issues related to industry big data and smart manufacturing.

Topics: 1. Predictive maintenance 2. AI and flexible manufacturing 3. CNC IoT 4. Industry cloud computing 5. Industry big data 6. Security and safety in industry Internet 7. Strategic issues in smart manufacturing

Agenda: 1）Presentations (10 minutes each)  Title: A Rail Track Predictive Maintenance System based on Industrial Internet of Things, Speakers: LIANG Fan, LEE Bingbing, TANG Tingan, HE Wei  Title: CISCO IoT in Manufacture and case study, Speaker: LIN Huibin  Title: AII's Excellent ABC (AI & Big Data & Cloud) - Case Study: VM (Virtual Metrology) & ADC (Automatic Defect Classification), Speaker WANG Jin  Title: Intelligent Operation and Maintenance Service System for hydroforming equipment, Speaker:ZHANG Qiang

2）Commentary remarks (10 minutes) 3）Panel discussions (40 minutes)

Keynote Speakers

Keynote Speaker 1: Prof. Andrew B. Whinston

Andrew B. Whinston is the Hugh Roy Cullen Centennial Chair in Business Administration, Professor of Information Systems, Computer Science and Economics, John Newton Centennial IC2 Fellow, and Director of the Center for Research in Electronic Commerce at The University of Texas at Austin.

In 1995, Professor Whinston was honored by the Data Processing Manager’s Association with the IS Educator of the Year Award. In 2005, Prof. Whinston received the LEO Award for Lifetime Exceptional Achievement in Information Systems. This award, created by the Council of the Association for Information Systems and the Executive Committee of the International Conference on Information Systems, recognizes the work of outstanding contributors to the Information Systems discipline. In 2009, Prof. Whinston was honored with the Career Award for Outstanding Research Contributions at The University of Texas at Austin for singularly significant research contributions made by a tenured or tenure-track faculty member over an extended period of time. In 2009, the INFORMS Information System Society (ISS) honored Prof. Andrew Whinston by recognizing him as the inaugural INFORMS ISS Fellow for outstanding contributions to IS research.

Professor Whinston’s publication record covers a wide range of topics that appear in journals of many different disciplines. For example, he has papers in economics journals such as American Economic Review, Econometrica, Review of Economic Studies, Journal of Economic Theory, Journal of Financial Economics, Journal of Mathematical Economics, in multidisciplinary journals such as Management Science, Decision Sciences, and Organization Science, in operations journals such as Operations Research, European Journal of Operational Research, Production and Operations Management, Journal of Production Research, and Naval Research Logistics, in mathematics journals such as Journal of Combinatorics, SIAM Journal on Applied Mathematics, and Discrete Mathematics, in accounting journals such as the Accounting Review and Auditing: A Journal of Practice and Theory, in marketing journals such as Marketing Science, Journal of Marketing, Journal of Marketing Research, and Journal of Retailing, in the premier journals devoted to information systems – Management Science, Decision Support Systems, MIS Quarterly, Journal of Management Information Systems, and Information Systems Research – and in computer science journals such as Communications of the ACM, ACM Transactions on Database Systems, ACM Transactions, IEEE Computing on Internet Technology, and ACM Journal on Mobile Networking and Applications.

He was early in recognizing the significance the development of electronic commerce and co-authored the first major publication titled Frontiers of Electronic Commerce in 1996, and the book was translated to many languages. He is also the co-author of 23 books and over 366 articles in information systems, marketing, accounting, finance, economics, mathematics and computer science journals. The papers in mathematics have an Erdös 2 designation. His google scholar citation count is 37477 and his h-index is 91. Recent research interests are in the areas of internet security, sustainability of the environment, cloud computing, role of wireless technology, application of bandit models, fintech, impact of politeness and dark web. He has been the PhD advisor for more than 125 PhD student who are currently faculty members at major universities.

Keynote Speaker 2: Prof. Guoqing Chen

Guoqing Chen currently is EMC Chair Professor of Information Systems at Tsinghua University School of Economics and Management (Tsinghua SEM). He was also appointed China’s National Chang-Jiang Scholars Professor by the Ministry of Education of China (MOEC) in 2005, and recipient of the Award for Outstanding Achievements in Management by Fudan Foundation in 2007. At present, Professor Chen is chair of Steering Expert Panel for NSFC Grand Research Plan on big data.

Professor Chen serves in many important committees/societies such as member of China’s National Advisory Committee for State Informatization, chairman of the MOEC Educational Steering Committee for management science and engineering disciplines, vice-president of International Fuzzy Systems Association (IFSA), vice-chairman of China’s Information Economy Society, vice-chairman of China’s Systems Engineering Society, etc. He was founding president of China Association for Information Systems (CNAIS, 2005-2013).

Professor Chen has been principal investigator for a number of important national research initiatives including NSFC’s Major Projects on e- business and big data analytics. He has been leader for various international collaboration projects with Belgium, Czech, Germany, UK, USA, etc. His research and teaching interests include big data and business analytics, e-business and IT/IS management, fuzzy logic and data modeling, etc.

Keynote Speaker 3: Dr. Wei Luo

Wei Luo, BS in Electronic Engineering, Tsinghua University. Ph.D., Electrical and Computer Engineering, University of Maryland, College Park. Specialized in the system design and algorithms of wireless communication. Ever served in Bell Labs, Lucent, Mobile and Wireless Division, Broadcom Corp., and Tsinghua Unigroup – RDA Microelectronics, participated in and lead numbers of RD projects. Currently serving as Vice General Manager of FOXCONN Technology Group, the Head of 5G Institute, GM of Fu Hua Ke Precision Industry(Shenzhen) Co.,Ltd., one subsidiary of Foxconn Technology Group, focusing on 5G wireless communication and its application in Industrial IoT.

Hotel Location

Address: No.8 Donghuan 2nd Road, Longhua District, Guangdong,Shenzhen, 518131 地址：深圳市龙华区东环二路 8 号，近龙华广场三路

The map of conference area

Food and Entertainment

Opening hours: 06:30-22:00, Swimming pool. Location: the 2nd floor of hotel.

Opening hours: 11:30-14:00 Gymnasium. 17:30-22:00, Location: the 3rd floor of hotel.

Opening hours: 11:30-14:00 Sauna. 17:30-22:00,

Location: the 4th floor of hotel.

Convenient Transportation

Urban center of Shenzhen: - 17 kilometers,30 minutes by car

Airport: - ShenZhen Baoan international airport -- 31 kilometers - Hong Kong international airport -- 62 kilometers - GuangZhou baiyun international airport -- 140 kilometers

Railway station: - Shenzhen north railway station 5 kilometers

Ferry: - Shekou port 32 kilometers - Fuyong pier 32 kilometers

Station/Expressway entrance: - Longhua bus station 2.6 kilometers - G94 expressway 4.2 kilometers

Metro: - Qinghu subway station 1 kilometers

Futian port: - 18 kilometers, metro line 4 is 35 minutes from qinghu station

Nearby Attractions

Dafen museum of art Dafen is a famous cultural brands at home and abroad, known as the Chinese oil painting plant at present, there are more than 60 relatively large size oil painting company, more than 1200 gallery studio with pigment and frame the canvas painting materials, such as door store, village industry professionals 8000 people, the radi- ation to surrounding areas more than 20000 people formed mainly oil painting with sculpture embroidery art of calligraphy and painting and other arts and crafts business, upstream and downstream industry chain is relatively perfect cultural industrial base, an important distributing center of goods oil painting is one of the world.

Wangye Museum Shenzhen wangye museum is a non-state-owned museum that collects, studies and exhibits ancient cultural relics. In February 2009, shenzhen wangye museum was approved by guangdong provincial department of culture and heritage and reported to the state administration of culture and natural resources for the record. Officially opened on October 21, 2012 at the field museum marked by leading Chinese archaeology professor at Peking University Mr SuBai personally inscribed, founded on cultural center is located in shenzhen longhua district dragon China on the third floor, covers an area of 2120 square meters for nearly thousands of all kinds of cultural relic, specimen input more than 40000 pieces, both in its rare rare relic, also has a unique treasure in the world.

Guanlan Print Base The scenery here is worth to heaven, very quiet, very suitable for engraving, shenzhen for giving such a chance, to promote the communication between the printmaking artists around the world and the friendship between international artist village is located in guanlan print base core district west more than 20 sets of different family print famous work chamber composed of hakka ancient village remolding old local-style dwelling houses, In the house decoration style basically maintained the original style of hakka folk houses, the overall style will be classical and modern organic combination, home and office facilities pay attention to simple and natural, antique, aesthetic and practical is very prominent outside the window, a hundred birds singing, rural into a piece.

MISSION HILLS GOLF CLUB Mission hills is the highest golf and leisure resort in China, and the largest golf club in the world, which covers an area of 20 square kilometers, and has 12 -18 holes, all designed by the biggest legends in golf.