Organizing Committee

Honorary Chairs

Dongwei Xia, Qingdao University,

Workshop Co‐Chairs

Weiguo Fan, University of Iowa, USA Alan Wang, Virginia Tech, USA Song Zhang, Qingdao University, China

Local Arrangement Co‐Chairs

Baozhou Lu, Qingdao University, China Cheng Ma, Qingdao University, China

Publicity Chairs

Harry Wang, University of Delaware, USA Jianyun Wu, Qingdao University, China Luqing Ge, Ocean University of China, China Qingfeng Zeng, Shanghai University of Finance and Economics, 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

Yang Bao, Shanghai Jiaotong University Jinwei Cao, University of Delaware Michael Chau, The University of Hong Kong Patrick Chau, The University of Hong Kong Ramnath Chellappa, Emory University Daniel Chen, Texas Christian University Fang Chen, University of Manitoba Jianqing Chen, The University of Texas at Dallas Jin Chen, East China University of Science and Technology Jing Chen, Beihang University Rui Chen, Ball State University Xi Chen, Zhejiang University Yuanyuan Chen, National University of Singapore Kenny Cheng, University of Florida Roger Chiang, University of Cincinnati Ben Choi, University of New South Wales Chen‐Huei Chou, College of Charleston Wingyan Chung, University of Central Florida Honghui Deng, University of Nevada, Las Vegas Tianjie Deng, University of Denver Chao Ding, The University of Hong Kong Yifan Dou, Fudan University Rong Du, Xidian University Wendy Duan, George Washington University Patrick Fan, University of Iowa Shaokun Fan, Oregon State University Xiao Fang, University of Delaware Yulin Fang, City University of Hong Kong Gang Peng, California State University Fullerton Chunmian Ge, South China University of Technology Xianjun Geng, The University of Texas at Dallas Dongxiao Gu, Hefei University of Technology Bin Gu, Arizona State University Maggie Guo, University of Michigan, Dearborn Zhiling Guo, Singapore Management University Lin Hao, University of Notre Dame Xiaoling Hao, Shanghai University of Finance and Economics Kevin Hong, Arizona State University Daning Hu, University of Zurich Paul Hu, University of Utah Yuheng Hu, University of Illinois at Chicago Hailing Huang, Shanghai University of Finance and Economics Liqiang Huang, Zhejiang University Kai‐Lung Hui, Hong Kong University of Science and Technology Yonghua Ji, University of Alberta Yabing Jiang, Florida Gulf Coast University Zhengrui Jiang, Iowa State University Zhenhui Jiang, National University of Singapore Fujun Lai, University of Southern Mississippi Beibei Li, Carnegie Mellon University Dahui Li, University of Minneasota – Duluth Jiexun Li, Oregon State University Li Li, of Science and Technology Manning Li, Northeastern University Ting Li, Rotterdam School of Management, Erasmus University Wenli Li, Dalian University of Technology Xiaobai Li, University of Massachusetts Lowell Xin Li, City University of Hong Kong Xinxin Li, University of Connecticut Zhepeng Li, The Schulich School of Business, York University Huigang Liang, East Carolina University Lihui Lin, Tsinghua University Mei Lin, Singapore Management University Mingfeng Lin, University of Arizona Zhangxi Lin, Texas Tech University De Liu, University of Minnesota Dengpan Liu, Iowa State University Hefu Liu, University of Science and Technology of China Hongyan Liu, Tsinghua University Jun Liu, Dakota State University Yuan Liu, Zhejiang University Zilong Liu, Dongbei University of Finance and Economics Xianghua Lu, Fudan University Cheng Luo, Tianjin University Jifeng Luo, Shanghai Jiao Tong University Xin Luo, Anderson School of Management, The University of New Mexico Dan Ma, Singapore Management University En Mao, Nicholls State University Jiahui Mo, Nanyang Technological University Jianping Peng, Business School, Sun Yat‐Sen University Chee Wei Phang, Fudan Univeristy Liangfei Qiu, University of Florida Lingyun Qiu, Peking University Wenguang Qu, Zhejiang University Fei Ren, Peking University Huaxia Rui, University of Rochester Tianshu Sun, University of Southern California Yongqiang Sun, Wuhan University Chuanhoo Tan, National University of Singapore Yinliang Tan, Tulane University Qian Tang, Singapore Management University James Thong, HK University of Science and Technology Alex Tung, University of Connecticut Alan Wang, Virginia Polytechnic Institute and State University Chong Wang, City University of Hong Kong Harry Wang, University of Delaware Jing Wang, Hong Kong University of Science and Technology Kanliang Wang, School of Business, Renmin University of China Lei Wang, Pennsylvania State University Lei Wang, Zhejiang University Qingliang Wang, Xi’an Jiaotong University Qiuhong Wang, Singapore Management University Weiquan Wang, City University of Hong Kong Chih‐Ping Wei, National Taiwan University Xiahua Wei, University of Washington Wen Wen, The University of Texas at Austin Zhong Wen, Tsinghua University Harris Wu, Old Dominion University Ruhai Wu, McMaster University Yi Wu, Tianjin University Hong Xu, Hong Kong University of Science and Technology Jennifer Xu, Bentley University Lizhen Xu, Georgia Institute of Technology Sean Xu, Tsinghua University Xiaobo Xu, American University of Sharjah Xiaoying Xu, South China University of Technology Yunjie Xu, Fudan University Ling Xue, Georgia State University Zhijun Yan, Institute of Technology Xue Yang, Nanjing University Yinghui Yang, University of California, Davis Yang Yang, Zhejiang University Yuliang(Oliver) Yao, Lehigh University Zhong Yao, School of Economics and Management, BeiHang University Qiang Ye, Harbin Institute of Technology Cheng Yi, Tsinghua University Dezhi Yin, Georgia Institute of Technology Fang Yin, University of Oregon Byungjoon Yoo, Graduate School of Business, Seoul National University Weijia You, Beijing Forestry University Wei Thoo Yue, City University of Hong Kong Daniel Zeng, University of Arizona Dongsong Zhang, University of Maryland, Baltimore County Guoying Zhang, Midwestern State University Han Zhang, Georgia Institute of Technology Juheng Zhang, University of Massachusetts Lowell Kunpeng Zhang, Northwestern University Limin Zhang, North Dakota State University Xiaoquan(Michael) Zhang, Hong Kong University of Science and Technology Zhongju Zhang, Arizona State University Kang Zhao, University of Iowa Xia Zhao, University of North Carolina at Greensboro Yuxiang Zhao, Nanjing University of Science and Technology Daqing Zheng, Shanghai University of Finance and Economics Rong Zheng, Hong Kong University of Science and Technology Weijun Zheng, University of Wisconsin‐‐Parkside Lina Zhou, University of Maryland, Baltimore County Yilu Zhou, Fordham University Bin Zhu, Oregon State University Dan Zhu, Iowa State University Hongwei Zhu, University of Massachusetts Lowell Kevin Zhu, University of California, San Diego Qinghua Zhu, School of Information Management, Nanjing University Meiyun Zuo, Renmin University of China

Best Paper Award Committee

Ming Fan (Chair), University of Washington Wenli Li, Dalian University of Technology Jianqing Chen, The University of Texas at Dallas Qinghua Zhu, Nanjing University Jack Jiang, National University of Singapore

Conference Program

Friday June 22, 2018

10:00‐19:00 Registration, Venue: Huanghai Hotel Lobby (黄海饭店大堂）

18:00‐20:00 Reception, Venue: Second Floor Zhonghua Hall (二楼中华厅）

Saturday June 23, 2018

Time Sessions

7:30‐18:00 Registration: Venue: Huanghai Hotel Lobby (黄海饭店大堂）

Plenary Session (Venue: Grand Ballroom Front(会议中心前区))

8:30‐8:40 Opening Session Welcome Speeches

8:40‐9:20 Keynote Speech 1 Researching Work‐Life Conflict of Globally Distributed IT Professionals Chair: Patrick Fan Prof. Suprateek Sarker (University of Virginia) (University of Iowa)

9:20‐10:00 Keynote Speech 2 Doing Impactful and Meaningful Research in Information Systems Chair: Alan Wang Prof. Vallabh Sambamurthy (Michigan State University) (Virginia Tech)

10:00‐10:30 Coffee Break Venue: Outside Ballroom (会议中心外）

Parallel Session A

10:30‐12:00 Session A1 Session A2 Session A3 Session A4 Sharing Economy 1 Crowdfunding 1 Human Computer Interface 1 IT and Economics 1 Venue: Grand Ballroom Venue: Jinxiu Room Venue: No 2. Meeting Room Venue: Second Floor (第二会议室） Back (会议中心后区) (锦绣厅） Conference Room (二楼会议厅)

Chair: Julie Zhang Chair: Wenqi Shen Chair: Jianqing Chen Chair: Peijian Song (University of (Virginia Tech) (The University of Texas at (Nanjing University) Massachusetts Lowell) Dallas)

Strategic Information Crowdfunding Innovative Facilitating Embodied Mental Does It Matter Who Your Disclosure in the Sharing Ideas: An Empirical Exploration Simulation: The Effects of Clients Are: Market Economy: Evidence from of Project Innovativeness Product Orientation and Reactions to Earnings in Airbnb Yanran Chen Computer Interface High‐tech Firms Long Xia (National University of Xixian Peng Yi Dong (Virginia Tech), Singapore), (National University of (Shanghai University of Juheng Zhang Zhiyi Wang Singapore), Finance and Economics), (University of (National University of Xinwei Wang Nan Hu Massachusetts Lowell), Singapore), (University of Auckland), (Stevens Institute of Technology), Saturday June 23, 2018

Time Sessions Yili Hong Lusi Yang Hock‐Hai Teo Yonghua Ji (Arizona State University), (National University of (National University of (University of Alberta), Patrick Fan Singapore), Singapore) Chenkai Ni (University of Iowa) Jungpil Hahn Discussant (Fudan University), Discussant (National University of Jianqing Chen Jing Xie Singapore) Xin Luo (The University of Texas at (Hong Kong Polytechnic Discussant Dallas) University) (University of New Mexico) Qianzhou Du Discussant (Virginia Tech) Mengfan Xuan (City University of Hong Kong)

Is Home Sharing Making A Picture is Worth One Reviewing Before Reading? Quantifying the Effect of Housing Less Affordable? Thousand Words: How A Effects of Book Consumption Mobile Channel Visits on Evidence from a Natural Creative Affects the Emotions Patterns on Online Review Firm Revenue * Experiment on Airbnb of Backers and Performance of Intention, Valence, and Yingnan Zhao Crowdfunding Projects? Length Wei Chen (Nanjing University), (University of Arizona), Jianren Hou Heeseung Lee Quansheng Wang Zaiyan Wei (University of Texas at (Korea Advanced Institute of (Nanjing University), Arlington), Science & Technology), (Purdue University), Peijian Song Jie Zhang Angela Choi Karen Xie (Nanjing University) (University of Texas at (Korea Advanced Institute of (University of Denevr) Discussant Arlington), Science & Technology), Discussant Wonseok Oh Yonghua Ji Kunpeng Zhang Jujie Zhang (Korea Advanced Institute of (University of Alberta) (University of Maryland at (University of Science & Technology) College Park) Massachusetts Lowell) Discussant Discussant Dan Ke Wenqi Shen (Wuhan University) (Virginia Tech)

Consumers’ Stated Predicting Crowdfunding Spillover Effect of Consumer Do Social CEOs Get Higher Preference Towards the Project Success from the Awareness on Retail Approval Ratings from Exhibition of House Backers' Perspective Platforms’ Openness Employees? Listings’ Attributes in Ziqian Song Wen Song Mengfan Xuan Sharing Economy Driven (Virginia Tech), (Dalian University of (City University of Hong Short Rental Platforms Qianzhou Du Technology), Kong), Shixuan Fu (Virginia Tech), Jianqing Chen Hailiang Chen (University of International Wenqi Shen (The University of Texas at (City University of Hong Business and Economics), Dallas), Kong), (Virginia Tech), Xusen Cheng Wenli Li Byoung‐Hyoun Hwang Alan Wang (University of International (Dalian University of (Cornell University) Business and Economics), (Virginia Tech), Technology) Saturday June 23, 2018

Time Sessions Ying Bao Weiguo Fan Discussant Discussant (University of International (University of Iowa) Heeseung Lee Peijian Song Business and Economics), Discussant (Korea Advanced Institute of (Nanjing University) Linlin Su Lusi Yang Science & Technology) (University of International (National University of Business and Economics) Singapore) Discussant Zaiyan Wei (Purdue University)

12:10‐13:30 Lunch Venue: Grand Ballroom (会议中心) & 21st Floor Yunfan Room (21 楼云帆阁 )

Parallel Session B

13:30‐15:00 Session B1 Session B2 Session B3 P2P Market Online Strategies and Market 1 Panel Discussion: Business Venue: Jinxiu Room Venue: Second Floor Values/Implications of AI Conference Room and Machine Learning (锦绣厅） (二楼会议厅) Venue: No 2. Meeting Room

(第二会议室）

Chair: Zhuping Liu Chair: Zhe Zhang Chair: John Zhang (City University of New (Univeristy of Texas at Dallas) (Arizona State University) York, Bernard M. Baruch College)

Identifying Financial Does size matter? The effect of Speakers: Contagion in a sampling size in online physical Bin Gu Peer‐to‐peer Lending good sampling (Arizona State University), System Zibo Liu J Leon Zhao Xuesong Lu (University of Washington), (City University of Hong (National University of Zhijie Lin Kong), Singapore), (Nanjing University), Ming Fan Jussi Keppo Ying Zhang (University of Washington), (National University of (National University of Bin Zhang Singapore), Singapore), (University of Arizona), Tuan Phan Yong Tan Vijay Mookerjee (National University of (University of Washington) Singapore) (The University of Texas at Discussant Dallas) Discussant Zhenhui Jiang Tian Lu (National University of (Fudan University) Singapore) Saturday June 23, 2018

Time Sessions

Practice Makes Perfect? Recommendation System The Strategical Learning Biases and Consumer and Outcomes in P2P Search Lending Zhe Zhang Zhuping Liu (Univeristy of Texas at Dallas), (City University of New Vidyanand Choudhary York, Bernard M. Baruch (University of California, Irvine) College), Discussant Qiang Gao Nan Li (City University of New (City University of Hong Kong) York, Bernard M. Baruch College), Mingfeng Lin (University of Arizona) Discussant Xuesong Lu (National University of Singapore)

Face Losing Matters: Measuring the Effects of Social Pressure Penalties on Delinquency Behavior in Microloan Xianghua Lu (Fudan University), Tian Lu (Fudan University) Discussant Zhuping Liu (City University of New York)

15:00‐15:30 Coffee Break Venue: Outside Ballroom (会议中心外）

15:30‐16:30 Poster Session Outside Ballroom (会议中心外）

Parallel Session C

16:30‐18:00 Session C1 Session C2 Session C3 Session C4 Advertising, Auctions and Data and Text Analytics 1 Social Media Human Computer Interface 2 Pricing Venue: Jinxiu Room Venue: Grand Ballroom Back Venue: No 2. Meeting Room Venue: Second Floor (会议中心后区) (第二会议室） (锦绣厅） Conference Room (二楼会议厅) Saturday June 23, 2018

Time Sessions

Chair: Hongwei Zhu Chair: Mingwen Yang Chair: Honghui Deng Chair: Ben Choi (University of (The University of Texas at (University of Nevada, Las (Nanyang Technological

Massachusetts Lowell) Dallas) Vegas) University)

Linguistic Styles on the Generating Content Under the Pricing Strategies for Changes of the key Successful Pledge of ‘Spotlight’: Evidence from a Information Products with motivation for playing Crowdfunding Campaigns: Natural Experiment Network Effects and mobile games over time Multi‐level Analytics Yue Jin Complementary Services in a Jaehwan Lee Duopolistic Market Wei Wang (Tsinghua University), (Seoul National University), Biao Xu (Huaqiao University), Jinyang Zheng Byungjoon Yoo (Beihang University), Ling He (Purdue University), (Seoul National University), Zhong Yao Juhong Park (Huaqiao University), Jinghua Huang (Beihang University), (Devsisters Corp.) Kevin Zhu (Tsinghua University), Pengfei Tang Discussant (University of California San Yong Tan Diego), (Beihang University) Ben Choi (University of Washington) Hongwei Wang Discussant (Nanyang Technological Discussant (Tongji University), Ming Fan University) Zixuan Meng Xicheng Yin (University of Washington) (University of Washington) (Tongji University) Discussant Jiawei Chen (Tsinghua University)

Collaborative Topic Influence of Peer‐Based Vertical Integration with “Run Forrest Run!”: Modeling of Documents Monetary Incentive on Content Access Products by Measuring the Impact of from Different Sources Generation: Evidence from a Advertising‐Based Platforms App‐Enabled Performance * Jiawei Chen Social Media Site Siddhartha Sharma and Social Feedback on Running Performance (Tsinghua University), Zixuan Meng (Heinz College, Carnegie Yash Babar Hongyan Liu (University of Washington), Mellon University), Chad Ho (University of Minnesota), (Tsinghua University), Amit Mehra (George Washington Jason Chan Yinghui Yang (The University of Texas at University ), Dallas) (University of Minnesota), (University of California, Junjie Wu Davis) Discussant Ben Choi (Beijing University), Discussant Zhong Yao (Nanyang Technological Yong Tan University) Hongwei Zhu (Beihang University) (University of Washington) Discussant (University of Massachusetts Lowell) Discussant Wenjie Huang Mingwen Yang (City University of Hong Kong) (The University of Texas at Dallas) Saturday June 23, 2018

Time Sessions

For Whom to Tweet? Evidence Who Pays to Advertise? The Impact of Gamification from a Large‐Scale Social Evidence of Paid Search Design on the Success of Media Platform Advertising from an Health and Fitness Apps Zaiyan Wei Online Marketplace Wenjie Huang (Purdue University), Ming Fan (City University of Hong Mo Xiao (University of Washington), Kong), (University of Arizona) Xiahua Wei Hailiang Chen Discussant (University of Washington), (City University of Hong Kong), Jinyang Zheng Weijia You Juhee Kwon (Purdue University) (Beijing Forestry University) Discussant (Korea Advanced Institute of Science & Technology) Amit Mehra Discussant (The University of Texas at Dallas) Byungjoon Yoo (Seoul National University)

18:15‐20:00 Dinner Reception Venue: Grand Ballroom (会议中心)

Sunday June 24, 2018

Time Sessions

Parallel Session D

8:30‐10:00 Session D1 Session D2 Session D3 Session D4 Online Strategies and Crowd Sourcing Data and Text Analytics 2 Online Communities Market 2 Venue: Grand Ballroom Back Venue: Jinxiu Room Venue: No 2. Meeting Venue: Second Floor (会议中心后区) (锦绣厅） Room (第二会议室） Conference Room (二楼会议厅)

Chair: Han Zhang Chair: De Liu Chair: Jiexun Li Chair: Yilu Zhou (Georgia Institute of (University of Minnesota ‐ Twin (Western Washington (Fordham University)

Technology) Cities Campus) University)

The Impact of Platform Matching Donors to Projects on Study on Chinese Text Understanding the role of Owner’s Entry on Charitable Giving Platforms Sentiment Classification identification in online Third‐Party Stores Yicheng Song Based on Improved Chi‐ communities – Integrating square statistics the broaden and build theory Shu He (University of Minnesota), and social identity theory (University of Zhuoxin Li Minmin Duan Xiaofang Cai Connecticut), (Boston College), (Xidian University), (The University of Hong Jing Peng Nachiketa Sahoo Huailiang Liu Kong ), (University of Connecticut), (Boston University) (Xidian University), Sunday June 24, 2018

Time Sessions Liping Xu Discussant Zhen Li Patrick CHAU (Huazhong University of Liang Chen (Xidian University) (The University of Hong Science & Technology), (West Texas A&M University) Discussant Kong) Jianbin Li Kunlin Yang Discussant (Huazhong University of (Renmin University of China) Yilu Zhou Science & Technology), (Fordham University) Bin Dai (Wuhan University) Discussant Zhijie Lin (Nanjing University)

The Effects of Impulse Understanding the Effects of An Enterprise Knowledge How do online popular Purchase Behavior on Task Reward and Duration on Graph (EKG) Mining physicians become more Post‐Purchase Satisfaction Solvers Participation in Framework for Stock popular? An empirical in e‐marketplace: Crowdsourcing Contests Prediction study from perspective of Relationship between Keng Yang Yuxin Zhang physicians’ online Online Search Session and contribution (Central University of Finance (Renmin University of China), Consumer Review Yongmei Liu and Economics), Kunlin Yang Sentiments (Central South University), Baowen Sun (Renmin University of China), Xiaoyu Zhu Dong Wei (Central University of Finance Wei Du (Rochester Institute of (Central South University) and Economics), (Renmin University of China), Technology), Qian Liu Wei Xu Discussant Yang Yu (Central University of Finance (Renmin University of China) Lu Yan (Rochester Institute of and Economics), Discussant (Indiana University) Technology), Patrick Fan Qianzhou Du Dezhi Wu (University of Iowa) (Virginia Tech) (Southern Utah University), Discussant Han Zhang De Liu (Georgia Institute of (University of Minnesota ‐ Twin Technology) Cities Campus) Discussant Zibo Liu (University of Washington)

Why Crowd Pick Different Evolution Analysis of Cloud Predicting the Factors that Winners from Experts: Healthcare Knowledge: A Influence Helpfulness of Evidence from Cybermetrics Study Online Physician Reviews Crowdsourcing Contests Xuejie Yang Adnan Muhammad Shah De Liu (Hefei University of (Harbin Institute of (University of Minnesota ‐ Twin Technology), Technology), Cities Campus), Shuyuan Deng Xiangbin Yan Sunday June 24, 2018

Time Sessions Liang Chen (Grand Valley State (Harbin Institute of (West Texas A&M University), University), Technology), Pei Xu Jiao Wu Syed Jamal Shan (Auburn University) (Central Michigan University), (Harbin Institute of Xiaoyu Wang Technology), Discussant (First Affiliated Hospital of Salim Khan Yicheng Song University of Chinese (Harbin Institute of (University of Minnesota) Medicine), Technology) Dongxiao Gu Discussant (Hefei University of Dong Wei Technology) (Central South University) Discussant

Yong Xia (Virginia Tech)

10:00‐10:30 Coffee Break Venue: Outside Ballroom (会议中心外）

Parallel Session E

10:30‐12:00 Session E1 Session E2 Session E3 Session E4 Mobile Apps Sharing Economy 2 Crowdfunding 2 Data and Text Analytics 3 Venue: Second Floor Venue: Grand Ballroom Back Venue: No 2. Meeting Room Venue: Jinxiu Room Conference Room (会议中心后区) (第二会议室） (锦绣厅) (二楼会议厅)

Chair: Xia Zhao Chair: Wei Chen Chair: Zhan (Michael) Shi Chair: Xun Zhou (University of North (University of Arizona) (Arizona State University) (University of Iowa) Carolina at Greensboro)

Content Consumption and Convolutional Neural Network Venture Capitalists' Creativity in Data Analytics Pricing in Mobile Deep‐Learning Models for Over‐Investments in a Hot and Visualization Channels Prediction of Shared Bicycle Market: Evidence from IT Emre Yetgin Demand Startups Xia Zhao (Rider University), Chris Westland Jun Huang (University of North Jia Shen Carolina at Greensboro), (University of Illinois ‐ Chicago), (Ball State University), (Rider University) Lei Wang Jian Mou Zhan (Michael) Shi Discussant (Pennsylvania State (Xidian university), (Arizona State University) Xun Zhou University), Dafei Yin Discussant (University of Iowa) Cheng Zhang (Beijing Mobike Technology Co., Zhijin Zhou (Fudan University) Ltd) (University of Washington) Discussant Discussant Jie Zhang Yong Xia (University of Texas at (Virginia Tech) Arlington) Sunday June 24, 2018

Time Sessions

Do Software Developers Platform Competition in Ride Versioning or Information The Express Way Traffic Respond to Poor Market Sharing Economy Overloading? Inverted Flow Prediction Using Performance by Being Chenglong Zhang U‐shape Relationship Social Network Analysis ‐ More Agile? A Behavioral between Crowdfunding A Case Study in Shanghai (The University of Texas at Theory Perspective Success and Contribution Xi Wang Dallas), Shihao Zhou Tiers (Central University of Jianqing Chen (Nanjing University), Zhigang Cai Finance and Economics), (The University of Texas at Xiaoping Zhao (Shanghai Jiaotong Wenbin Wang Dallas), (Shanghai Jiaotong University), (Shanghai University of Srinivasan Raghunathan University), Xiao Han Finance and Economics) (The University of Texas at Dallas) Zhilei Qiao (Shanghai Jiaotong Discussant Discussant (Virginia Tech), University), Jia Shen Wei Chen Patrick Fan Pengzhu Zhang (Rider University) (University of Arizona) (University of Iowa), (Shanghai Jiaotong University) Alan Wang Discussant (Virginia Tech) Zhan (Michael) Shi Discussant (Arizona State University) Xia Zhao

(University of North

Carolina at Greensboro)

Exploring Mobile App Solving the Last‐mile Problem: The Dynamic Impact of Detecting Business Developers’ Switching The Substitution Effect of Quantity Restriction on Events of Competitive Behavior between Sharing‐bike on Backers’ Investment Firms from Massive Monetization Methods Ride‐sharing Platform Intention Social Media Young Jin Lee Juan Qin Zhijin Zhou Wenjun Deng (University of Denver), (Harbin Institute of Technology), (University of Washington), (University of Electronic Science Hossein Ghasemkhani Stephanie Lee Chaoliang Ma &Technology of China), (Purdue University), (University of Washington), (University of Science and Hua Yuan Technology of China), Karen Xie Xiangbin Yan (University of Electronic Science Yong Tan &Technology of China), (University of Denver), (University of Science & Yong Tan Technology Beijing), (University of Washington) Qian Yu (University of Washington) Yong Tan Discussant (University of Electronic Science &Technology of China) Discussant (University of Washington) Zhigang Cai Discussant Shihao Zhou Discussant (Shanghai Jiaotong University) Xi Wang (Nanjing University) Jiahui Mo (Central University of (Nanyang Technological Finance & Economics) University)

12:10‐12:30 Awards and Introduction to CSWIM 2019 Venue: Grand Ballroom Front (会议中心前区)

12:30‐14:00 Lunch Venue: First floor Mingyuan Hall (一楼明苑厅) & Second Floor Zhonghua Hall (二楼中华厅） Sunday June 24, 2018

Time Sessions

Parallel Session F

14:00‐15:30 Session F1 Session F2 Session F3 E‐Commerce 1 IT and Economics 2 Deep Learning and Its Venue: Second Floor Venue: No 2. Meeting Room Applications Conference Room (第二会议室） Venue: Jinxiu Room (二楼会议厅) (锦绣厅）

Chair: Zhen Zhu Chair: Rong Du Chair: Bin Zhang (China University of (Xidian University) (University of Arizona) Geosciences)

Buyer Protection Home Bias in Online Predicting Hospital 14:00‐17:00 Programs and Online Employment: Evidence from an Readmission with Deep Job Placement Interviews Reputation Systems Online Labor Market* Learning Venue: Grand Ballroom Nan Li Chen Liang Jiaheng Xie Back (会议中心后区） (City University of Hong (Arizona State University), (University of Arizona), Kong), Yili Hong Bin Zhang Juan Feng (Arizona State University), (University of Arizona), (City University of Hong Bin Gu Daniel Zeng Kong), (Arizona State University) (University of Arizona) Bin Gu Discussant Discussant (Arizona State University) Ling Xue Yingfei Wang Discussant (Georgia State University) (University of Washington) Gang Wang (University of Delaware)

Differential Influence of The Impact of Market level and A Deep Learning Framework Friends and the Country level Mechanism on for Predicting Hospital Crowd on Seller Intention to Trade: A Readmission User‐Generated Mediation Role of Seller Trust on Shaokun Fan Contents Buyer and Perceived Risk of (Oregon State University), Gang Wang Chargeback Fraud Bin Zhu (University of Delaware), Kalim Ullah (Oregon State University), (Xidian University), Bin Li Kunpeng Zhang Rong Du (Wright State University), (University of Maryland at Zhuoxin Li (Xidian University), College Park) (Boston University) Hira Batool Discussant Discussant (Xidian University) Bin Zhang Honghui Deng Discussant (University of Arizona ) (University of Nevada, Las Yong Wu Vegas) (Donghua University) Sunday June 24, 2018

Time Sessions

Managing Information A Dynamic Deep Learning Security Outsourcing under a Model of Product Return Dynamic Cooperation in Online Shopping Environment Shaohui Wu Yong Wu (Tsinghua University), (Donghua University), Yingfei Wang Kumar Tayi Giri (University of Washington), (State University of New York at Yong Tan Albany), (University of Washington), Gengzhong Feng Yubo Chen (Xi’an Jiaotong University) , (Tsinghua University) Richard Y.K. FungFung Discussant (City University of Hong Kong ) Bin Zhu Discussant (Oregon State University) Rong Du (Xidian University)

15:30‐16:00 Coffee Break Venue: Outside Ballroom (会议中心外）

Parallel Session G

16:00‐17:00 Session G1 Session G2 Session G3 E‐Commerce 2 Data and Text Analytics 4 IT and Economics 3 Venue: Second Floor Venue: Jinxiu Room Venue: No 2. Meeting Room Conference Room (锦绣厅) (第二会议室） (二楼会议厅) Chair: Gang Wang Chair: Kang Zhao Chair: David Zhang

(University of Delaware) (University of Iowa) (Lehigh University) 14:00‐17:00

Strategic Motive for Uncovering the Intellectual Are Information Technology Job Placement Interviews Introducing Online‐to‐Store Evolution of Decision Sciences and Human Labor Venue: Grand Ballroom Channel in the Presence of Journal and Decision Support Substitutes or Complements? Back (会议中心后区） Spillover Effect Systems – A Comparative Study A Stratified Analysis on Lin Chen Harris Wu Education Groups (Tianjin University), (Old Dominion University), David Zhang Guofang Nan Hongwei Zhu (Lehigh University), (Tianjin University), (University of Massachusetts Gang Peng Minqiang Li Lowell) (Tianjin University) (California State University, Discussant Discussant Fullerton) Le Wang Kang Zhao Discussant (Nanyang Technological (University of Iowa) Haiyang Feng University) (Tianjin University) Sunday June 24, 2018

Time Sessions

Cheat to Chase: Exploring Firm capabilities, their Optimal Sequential the Antecedences of Sales relationships and evolvements: Releasing Strategy for Fraud in E‐commerce a bibliometric analysis Software Products in the Le Wang Guanghua Fu Presence of Word‐of‐mouth effect (Nanyang Technological (Jilin University), Yu Wang University), Xinhua Bi (Tianjin University), Jiahui Mo (Jilin University), Minqiang Li (Nanyang Technological Caining Li University), (Tianjin University), (Jilin University), Beibei Li Haiyang Feng Xinyu Li (Carnegie Mellon (Tianjin University), (Case Western Reserve University) University) Nan Feng Discussant Discussant (Tianjin University) Lin Chen Hongwei Zhu Discussant (Tianjin University) (University of Massachusetts David Zhang Lowell) (Lehigh University)

18:00‐19:30 Dinner Venue: Second Floor Zhonghua Hall (二楼中华厅）

Posters: 1. Liu Biao, Ma Benjiang, Muhammad Farhan Bashir. Mechanism Design of Multi‐attribute Reverse Auction on Margin Bid. 2. Zhepeng Li, Yong Ge, Xiao Fang. Link Prediction with Incomplete Data. 3. Yihong Bo, Changyong Liang, Dongxiao Gu. A Migration Policy of Virtual Machines in Highly Fluctuating Workload Situation in Cloud Environment. 4. Peng Wang, Rong Du. When Hybrid Revenue Model and Performance‐Based Advertising Meet: Implications for Online C2C Platforms. 5. Wei Li. Market Entry Timing for Information Products with Variable Requirements. 6. Jianjun Wang, Ting Wang. Does Social Responsibility Gain Economic Returns for Online Physicians? 7. Qiang Gao, Yuanfeng Cai, Dobin Yim. The Unspoken Power: The Social Presence in Online Credit Market. 8. Sai Liang, Zaiyan Wei, Qiang Ye. Tit for Tat? An Empirical Study of the Bilateral Rating Systems in Peer‐to‐Peer Markets. 9. Ruiyun Xu, Hailiang Chen, J Leon Zhao. Predicting Corporate Venture Capital Investment. 10. Ziqing Yuan, Hailiang Chen. The Relationship between Mobile Web and Mobile App Channels for Retailers. 11. Yipu Deng, Jinyang Zheng, Karthik Kannan, Warut Khern‐Am‐Nuai. More than the Quantity: Estimating the Value of Editorial Review for UGC Platform. 12. Xueyan Yin, Peiyu Chen, Zhan Shi. The Impact of Second‐Channel Product Availability Preannouncement: A Study of Movie Industry. 13. Zhen Fang, Guannan Liu, Junjie Wu, Yong Tan. Consumer Decisions in Payment‐based Knowledge Sharing Communities: The Analysis of Zhihu Live. 14. Xin Hu, Jifeng Luo, Zhiyan Wu. Where You from Affects Your Online Word of Mouth: Evidence from a Chinese Travel Site. 15. Md Rakibul Hoque, Qiongwei Ye, Md Rashadul Hasan. Cross‐border E‐commerce between Bangladesh and China: the Problems and Prospects. 16. Luyan Su, Ying Li, Wenli Li. The Role of Customer Value in Building Trust in Online Paid Knowledge. 17. Leilei GE, Wei DU, Wei Xu. What is the Difference between Patient Attitude Satisfaction and Treatment Satisfaction for Online Health Services: An Exploratory Study. 18. Kudzai Shamba, Yu Sang Chang, Seongmin Jeon. Convergence of Broadband, Internet, and Information Flow : An Analysis on 44 African Countries for 1991‐2015. 19. Mengdan Mao, Ruibin Geng, Xi Chen. Online Celebrity Endorsement Effect of Perfume Market. 20. Zhenhua Wu, Chen liang, Bin Gu. How Much Monitoring is Optimal in Online Labor Markets‐‐A Signaling Perspective. 21. Tongxin Zhou, Lu Yan, Yingfei Wang, Yong Tan. Users’ Continuous Participation in Online Weight‐loss Communities. 22. Mingye Hu, Jingbo Shao, Bo Xiao, Xiaoxiao Liu. Impact of Opinion Leaders on Community Sustainability: An Empirical Investigation in the Context of Online Brand Communities. 23. Jia Li, Yuqian Jiang, Xuan Liu, Ling Ma. The Small‐value Gift and Medical Service Quality Improvement: An Empirical Study Based on Transaction Data from An E‐Consultation Platform. 24. Yang Jiang, Jinyang Zheng, Yong Tan, Xiangbin Yan. What Goes Around Comes Around: A Structural Matching Model of Peer‐to‐Peer Lending. 25. Weihua Zhou, Yun Zhou, Mingzheng Wang. Value Mutation and Information Disclose in Sponsored Search Advertising. 26. Zhiya Zuo, Kang Zhao. A Graphical Model for Topical Impact over Time.

Keynote Speakers

Keynote Speech 1: Prof. Suprateek Sarker

Suprateek Sarker is currently a Rolls‐Royce Commonwealth Commerce Professor (Information Technology) at the McIntire School of the University of Virginia. He has in the past served as Visiting Distinguished Professor at Aalto University (Helsinki, Finland), as part‐time University of London Chair of Technology & Information Management at Royal Holloway (U.K.), as Microsoft Chair at Copenhagen Business School (Denmark), and as Philip Kays Distinguished Professor at Washington State University (U.S.). Furthermore, he has had a number of short‐term visiting appointments around the world, in institutions such as University of Mannheim, University of Kassel (Germany), National Cheng Kung University (Taiwan), National Economics University (Vietnam), Cesar Ritz University Center (Switzerland), University of Oulu, Helsinki School of Economics (Finland), University of New South Wales, and University of Sydney (Australia). He has also served as doctoral dissertation examiner for scholars in Asia, Australia, New Zealand, Europe, and South Africa.

He has published articles, primarily based on qualitative research, in numerous leading academic journals, including MIS Quarterly, Information Systems Research, Journal of the AIS, and Journal of the MIS. Currently editor‐in‐chief of Journal of the AIS, Sarker also serves on the editorial boards of Journal of the MIS, IEEE Transactions on Engineering Management, and IT & People, former editor‐in‐chief of Journal of Information Technology Case and Application Research, and a former senior editor of MIS Quarterly and Decision Sciences. In 2006, he was a co‐recipient of the Stafford Beer Medal from the Operational Research Society (U.K.) for work on virtual teamwork published in European Journal of Information Systems. Prof. Sarker has also earned teaching awards at both the undergraduate and graduate levels, as well external grants from organizations including the National Science Foundation (NSF). In August 2016, the University of Jyväskylä (Finland) conferred an honorary doctorate on Suprateek, and in December 2017, he was named a Fellow of the Association for Information Systems (AIS). In April 2018, Suprateek was named Distinguished Alumnus of Operations, Business Analytics, and Information Systems Department, University of Cincinnati, where he completed his Ph.D. studies in 1997.

Keynote Speech 2: Prof. Vallabh Sambamurthy

Vallabh Sambamurthy (Ph.D., University of Minnesota, 1989) is the Eli Broad Professor and Associate Dean of Outreach and Engagement. He was the chair of the Department of Accounting and Information Systems between 2012‐2017. He has previously served at the business schools at The University of Maryland and The Florida State University. He was associated with the successful launch of the top‐10 MS program in Business Analytics at the Broad College. He is a leading global expert on how firms compete in the digital economy. His work has been funded by the National Science Foundation, Financial Executives Research Foundation, and the Advanced Practices Council (APC). He has published his research in top journals such as the Management Science, Information Systems Research, MIS Quarterly, Organization Science, and the IEEE Transactions on Engineering Management.

He has served on the editorial boards of numerous journals, including MIS Quarterly, Information Systems Research, IEEE Transactions on Engineering Management, and Management. He was the Editor‐in‐Chief of Information Systems Research for a six‐year period during 2005‐2010. In recognition of the impacts of his scholarly work and teaching he was selected as Distinguished Fellow of the Information Systems Society at INFORMS (2011), Fellow of the Association of Information Systems (2009), and the Distinguished Alumnus of the National Institute of Technology (Tiruchirapalli, India). He has also been awarded the John D. and Dortha J. Withrow Endowed Teacher Scholar Award by the Broad College and the Excellence in Research awards by the Accounting and Information Systems Department. Recently, he received the William Beal Distinguished Faculty Award, the highest honor accorded by Michigan State University in 2014.

Accommodation

1. Qingdao Huanghai Hotel（青岛黄海饭店，会议协议酒店） Address: No. 75, Yanan 1st Road, Qingdao Phone：(+86) 0532‐82870215 Website: http://www.huanghaihotel.com/

2. The Westin Hotel Qingdao（青岛威斯汀酒店） Address: No. 8 Hong Kong Middle Road, Shinan District, Qingdao Phone：(+86) 0532‐67771888

3. Shangri‐La Hotel Qingdao （青岛香格里拉酒店） Address: No.9 Hong Kong Middle Road, Shinan District, Qingdao Phone: (+86) 0532‐83883838 Website: http://www.shangri‐la.com/qingdao/shangrila/

Key Contacts

Baozhou Lu 15166399615 Chief Coordinator Cheng Ma 18561723160

Reception Group

Accommodations Jianyun Wu 13963962175

Lunch and Dinner, etc Yanpeng Sun 18905320910 Traffic and Scenic Spot Haixia Zhou 13583206916

Registration Group

Registration, Conference Wenting Qin 15865528373 Documents, etc. Yu Yuan 15066399516 Invoice, Cashier, etc. Prof. Sun 13436502168

Secretary Group

Conference Venue Service, Laptop Lei Lyu 18661857388 and Projector, etc. Liang Zhang 13820192019

Medical Service

Medical Emergency: In case of a medical emergency, please call 120 immediately, and then notify the conference staff.

Contact: Baozhou Lu +86 15166399615 or Cheng Ma +86 18561723160

Hospital Contact Information： （青岛大学医学院附属医院） Address: No.16, Road, Shinan District, Qingdao Phone: +86‐532-82911801

Qingdao University, situated in the historical and cultural city of Qingdao, is imbued with a profound traditional culture and the spirit of the present. It nestles below Fushan Mountain and faces the Yellow Sea. Its predecessor is Qingdao Specialized Institute of Higher Learning founded in 1909. The institute, unique in medical education, underwent various stages as Qingdao Medical School, Qingdao Medical University, and Qingdao Medical Specialized School. Another historical source of Qingdao University is Private Qingdao University, established in 1924 and then named as National Qingdao University and National Shandong University. In 1946, National Shandong University merged with Qingdao Medical Specialized School, resulting in the establishment of the Medical School, which was later separated from Shandong University in 1956 and became Qingdao Medical School. Shandong University moved to Ji’nan in 1958, and Qingdao University started its reconstruction in 1985.

Qingdao University implements the strategy of “building up the university on the basis of talent cultivation, and invigorating it through learning and with talents ” , with the obligation to “ impart profound academic knowledge and cultivate talents with great leaning to meet the needs of our nation”. We advocate academic inclusion, learn from diverse cultures, inherit human civilizations, pursue the truth of humanity and nature, and shoulder the social responsibility to cultivate high-quality talents, who take the lead in social development and cultural advancement.

Qingdao Textile Technical School, established in 1950, was renamed Shandong Textile Engineering Institute in 1978, after two periods as Qingdao Textile Vocational School and then Shandong Textile Industry School. Qingdao Teachers Training College, founded in 1951, underwent different phases as Qingdao Work-study Teachers College and Qingdao Normal College, and was renamed Qingdao Teachers College in 1981. In 1993 Qingdao University was formed by merge of Qingdao Medical College, Shandong Institute of Textile Science and Technology and Qingdao Normal School.

After years of construction, Qingdao University has evolved into a large-scale comprehensive university with multiple disciplines of natural science and humanistic and social science. It has won acclaim from the society for its high-quality education and high academic level. Now students, faculty and staff of Qingdao University are striding forward toward a brilliant future, with hopes and dreams, historical mission and social responsibilities.

Qingdao, located in the southeast part of Shandong Province, is a beautiful seaside city with clear air and enchanting sea view. This city, bordered by the Yellow Sea on two sides, has the largest bathing beach in Asia and produces the mellow Qingdao Beer. To the east of the city, a short distance across the Yellow Sea, locating Korea and Japan, making the city an important port for international trade.

Total Area Qingdao has a total land area of 11,282 square kilometers, and a maritime area of 12,240 square kilometers, including 3,293 kilometers of urban area. Tourism & Sightseeing surrounded by sea and mountains, Qingdao is noted for its beautiful sceneries. The urban landscape dotted with red roofs and green trees against the blue sea and sky, the winding coastline, the diverse architectures predominant in a European continental style. Laoshan renowned as China’s No.1 seaside mountain, Tsingtao Beer enjoying enormous popularity throughout the world, as well as the former residences of famous historical and contemporary personages, and the modern facilities for vacation, convention and exhibition have made Qingdao a unique city. It has the most beautiful seaside and is an ideal destination for vacation, recreation, sightseeing, business activities, conferences and exhibitions.

West History and Culture Conservation Area boasts architectures with different exotic styles and has been called a “world expo on architectures”. The Badaguan architectural cluster was cited as the “most beautiful urban district in China”. The numerous cultural properties nestling in charming natural scenery are a testimony to Qingdao’s century old evolution and the integration of western and oriental cultures. The diverse historical and cultural heritage sites, the well-preserved century-old streets and European villas, and the romantic bays and beaches form a unique European continental taste of west Qingdao.

Qingdao offers food with distinctive flavors--especially seafood. So take this chance to enjoy the delicious seafood. Also, the city is the home of the famous Qingdao (Tsingtao) Beer. Have a bottle of pure Qingdao Beer right here! In Qingdao you can enjoy many festival, such as the Qingdao International Beer Festival, the Qingdao International Sea Festival, Beach Culture Festival, the Sea Affection Festival, and the Summer of Qingdao Festival. New East Urban Modern Zone in the east is Qingdao’s political, economic and cultural center. The landmark architectures, May Wind and the Olympic Sailing Center, of administrative center of Qingdao and the new town are all in this area. The east-west seaside sightseeing path, Donghai Road, Hong Kong Road and Macao Road, which run through a series of scenic spots such as the Huiquan Square, the May 4th Square, China sea level datum, Polar Ocean World, the Seaside Sculpture Park, and Qingdao Grand Theater, constitute a fascinating seaside landscape.

Badaguan Lying between Huiquan cape and Taiping cape, Badaguan faces the rippling

Taiping bay. In Badaguan area, more than 200 villas of exotic style are scattered among the flora and fauna. There are so many villas that the scenic spot is called a world architecture museum. Crossing the scenic area are ten roads built in 1931 and lined with many varieties of trees such as peaches, crabapples, pine trees and ginkgoes. Eight of the roads are named after the eight great passes of the great wall, and thus the area was named “Badaguan”.

May 4th Square This square is named to honor the May 4th movement which took

place in 1919. Consisting of two aquaria and a park, the area is

decorated with statues and springs, and surrounded by pine trees,

meadows and flowers. Today, it has become the symbol of modern

Qingdao.

Laoshan National Park Laoshan National Park comprises three parts and extended land and sea views. The main peak Jufeng Peak is 1,133 meters above the sea level. Being the highest peak along China’s 18,000km-long continental coastline, Jufeng Peak is famed as China’s No. 1 seaside mountain and a famous Taoist mountain. It was a national demonstration place for civilized scenic tourism, and a 5A national tourist attraction.

Qingdao Beer Museum Located at No. 58 Dengzhou Road, Qingdao Beer Museum covers an area of more than 6,000 square meters, and composes of 3 tourist areas including century-old beer history and culture, beer production line, multi-function entertainment area. As the only beer museum in China, Qingdao Beer Museum has been awarded a key national preservation unit of cultural relics, a 4A national tourist attraction.

Qingdao Olympic Sailing Center

Qingdao Olympic sailing center scenic area is located in the Qingdao

Fushan bay, the total area of about 45 hectares. It is the 2008 Olympic

Games in Beijing Olympic and Paralympic games of the XXIX Olympiad

sailing events held venues. Olympic sailing center scenic mountain face the

sea, the scenery pleasant, is the only "national level demonstration zones

of coastal tourism and leisure”. Qingdao is known as "sailing city", as the most can reflect the Qingdao city features and display the image of the city scenic area.

Zhanqiao Pier

Zhanqiao pier, built in 1891, is the symbol of Qingdao. After several restorations, from being a simple military harbor, it is now open to tourists. The pier is 440 meters long. There is an octagonal pagoda of distinctive Chinese style, “Huilan pagoda” at the end of the pier. From the top, tourists can fully view the magnificent sea. Along the shore is the beautiful pier park, which is a pleasant and quiet place for tourists to rest or enjoy the scenery of little Qingdao isle and its white tower.

Catholic Church

Located in Zhejiang road, the Catholic Church, originally named St.

Michael’s, was built by the German in 1934. The 60-meter-high

building, covering 2470 square meters, is one of Chinese famous

catholic churches.

Xiaoyushan Park

Built in the Chinese classical style, the hill-top park is named after the Yu hill. The designers and architects made use of the local landscape and their imagination in laying out the park. The

18-metre-high, three-story and eight-cornered “seeing waves tower” bears an inscription by Wu Zuoren, a famous calligraphist.