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作者：Handunge, Valerie; Oborn, Eivor; Barrett, Michael
作者单位：University of Cambridge; University of Warwick; University of Cambridge
摘要：Existing literature has primarily focused on how established firms engage in orchestration through deliberate, purposeful actions to promote existing digital innovation ecosystems. However, many such digital innovation ecosystems start as digital ventures aspiring to build ecosystems around their digital product innovations. Less is known about how these ventures initiate and engage in ecosystem dynamics before established ecosystem structures are in place. In this study, we address this short...
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作者：Parsons, Jeffrey; Lukyanenko, Roman; Greenwood, Brad N.; Cooper, Caren B.
作者单位：Memorial University Newfoundland; University of Virginia; George Mason University; North Carolina State University
摘要：We live in an age of unprecedented opportunities to use existing data for tasks not anticipated when those data were collected, resulting in widespread data repurposing. This commentary defines and maps the scope of data repurposing to highlight its importance for organizations and society and the need to study data repurposing as a frontier of data management. We explain how repurposing differs from original data use and data reuse and then develop a framework for data repurposing consisting ...
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作者：Li, Shaobo (Kevin); Huang, Xun (Irene); Wang, Le; Jiang, Yuwei; Luo, Xin (Robert)
作者单位：Southern University of Science & Technology; City University of Hong Kong; Hong Kong Polytechnic University; University of New Mexico
摘要：Businesses are increasingly providing online assistance through help features to enhance the user experience in the digital era. Understanding factors influencing users' tendencies to seek online help is crucial for optimizing resources and improving support and the overall user experience. Drawing on utilitarian-and hedonic-motivation systems theory, this paper examines how the type of experience and the type of help provider impact users' online help-seeking behavior. Across three studies-in...
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作者：Rhue, Lauren; Avery, Atiya; Clark, Jessica
作者单位：University System of Maryland; University of Maryland College Park; Auburn University System; Auburn University
摘要：Charitable crowdfunding platforms use personalized outreach to engage donors and increase contributions, often leveraging cognitive heuristics such as home bias (an inclination towards local projects) and social influence (an inclination towards personal connections). While both heuristics can shape giving behavior, they may not always align, and prior literature offers limited insight into how they interact or which dominates in practice. We address this gap through a large-scale randomized f...
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作者：Yu, Yifan; Wang, Xinyao; Huang, Jinghua; Tan, Yong
作者单位：University of Hong Kong; Tsinghua University; University of Washington; University of Washington Seattle
摘要：Viewing pictures evokes pleasant or unpleasant feelings (valence) and influences perceptions. How valence evoked by pictures in online reviews impacts reader perceptions of review helpfulness remains understudied. Based on affect-as-information theory, we propose that both picture-evoked emotional valence (PEvoV) and its alignment with text-expressed emotional valence (TExpV) exhibit a positive effect on perceived review helpfulness. A large-scale field test and a series of laboratory experime...
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作者：Matta, Moksh; Kwon, Hyeokkoo Eric; Ravindran, Kiron; Ray, Gautam
作者单位：Simon Fraser University; Nanyang Technological University; IE University; University of Minnesota System; University of Minnesota Twin Cities
摘要：Recent research has shown that enterprise information technology (IT) can drive strategic growth through mergers and acquisitions (M&As). An implicit assumption underlying this research is that firms own their IT infrastructure. Challenging this assumption, however, the emerging trend of cloud sourcing suggests that IT may be owned by third-party vendors. Since third-party ownership of IT can introduce significant transaction costs and operational inefficiencies, cloud sourcing, unlike in-hous...
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作者：Zhang, Xiaohui; Wei, Zaiyan; Du, Qianzhou; Zhang, Zhongju
作者单位：University of Wisconsin System; University of Wisconsin Milwaukee; Purdue University System; Purdue University; Chinese Academy of Sciences; University of Science & Technology of China, CAS; Arizona State University; Arizona State University-Tempe
摘要：The rise ofinappropriate content (e.g., misinformation, spam, hate speech, etc.) has become a major concern for social media platforms. To deal with such challenges, platforms adopt various strategies to moderate the content on their websites. This study focuses on user bans, a common but controversial moderation strategy that suspends rule-violating users from further participation on a platform for a predetermined period. Specifically, we investigated the impacts of user bans on banned users...
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作者：Tan, Xue (Jane); Lu, Yingda; Wu, Junjie; Tan, Yong
作者单位：Southern Methodist University; University of Illinois System; University of Illinois Chicago; University of Illinois Chicago Hospital; Beihang University; University of Washington; University of Washington Seattle
摘要：In the last decade, social networking platform designers have made notable efforts to harness the power of networks for social good by elevating the prominence of individual donation information. This study investigates how digital profile enrichment that exhibits users'charitable giving activities could influence users' decisions about whether to give, how much to give, and whether to disclose contribution amounts. Our analyses are based on a profile enrichment intervention on Weibo, China's ...
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作者：Han, Xiao; Wang, Leye; Wu, Junjie; Fang, Xiao
作者单位：Beihang University; Beihang University; Peking University; Peking University; University of Delaware
摘要：Vertical federated learning (VFL) is a promising paradigm for predictive analytics, empowering an organization (i.e., taskparty) to enhance its predictive models through collaborations with multiple data suppliers (i.e., data parties) in a decentralized and privacy-preserving way. Despite the fast-growing interest in VFL, the lack of effective and secure tools for assessing the value of data owned by data parties hinders the application of VFL in business contexts. In response, we propose FedV...
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作者：Qu, Xinxue (shawn); Darku, Francis Bilson; Guo, Hong
作者单位：University of Notre Dame; Arizona State University; Arizona State University-Tempe
摘要：Despite its many benefits, widespread access to individuals' personal data also causes severe privacy concerns for consumers, companies, and policymakers. This study proposes a novel framework that adapts the Shapley value-based feature attribution approach to the problem domain of data privacy by capturing the two crucial dimensions of data privacy-disclosure risk and data utility. Our proposed framework takes a holistic view of data masking through a fair feature attribution approach based o...
