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作者:Liang, Chen; Tung, Murat; Burtch, Gordon
作者单位:University of Connecticut; Tilburg University; Boston University
摘要:Crypto donations now represent a significant fraction of charitable giving worldwide. Nonfungible token (NFT) charity fundraisers, which involve the sale of NFTs of artistic works with the proceeds donated to philanthropic causes, have emerged as a novel development in this space. A unique aspect of NFT charity fundraisers is the significant potential for donors to reap financial gains from the rising value of purchased NFTs. Questions may arise about donors' motivations in these charity fundr...
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作者:Chen, Zenan; Chan, Jason
作者单位:University of Texas System; University of Texas Dallas; University of Minnesota Twin Cities; University of Minnesota System; University of Minnesota Twin Cities
摘要:Social media blocking applications are technology-mediated behavioral controls used by individuals and organizations to manage time allocation. However, these social media blockers have not produced the intended benefits because we lack clear understanding of how different control configurations affect outcomes. Drawing upon organizational control theory, we argue that there exists a fundamental misalignment between the controlled upstream behavior (social media usage) and the desired downstre...
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作者:Suntwal, Sandeep; Brown, Susan A.
作者单位:University of Colorado System; University of Colorado at Colorado Springs; University of Arizona
摘要:The ability to generalize is critical for machine learning and natural language processing (NLP) models to perform effectively across a wide range of domains. However, state-of-the-art neural models often struggle to maintain performance when tested out-ofdomain (OOD), emphasizing their inability to generalize beyond the data distribution used for training. This challenge of oversensitivity to spurious biases in the training data remains an open research problem across various NLP task areas. ...
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作者:Yahav, Inbal; Goldstein, Anat; Geva, Tomer; Meir, Shahar; Shehory, Onn
作者单位:Tel Aviv University; Ariel University; Bar Ilan University
摘要:In recent years, the field of natural language processing has made remarkable progress with the emergence of large language models (LLMs). In particular, the ability of LLMs to provide fact-based, free-text responses to user queries has the potential to revolutionize domains such as online search and the use of informative chatbots. However, extensive validation is required so that the response accuracy of question-answering LLMs can be confidently trusted. This paper introduces a framework to...
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作者:Harmon, Kevin Andrew; Walden, Eric A.
作者单位:University of Arkansas System; University of Arkansas Fayetteville; Texas Tech University System; Texas Tech University
摘要:Although latency is a common feature of digital systems, its effects on user performance remain poorly understood. Prior studies report contradictory findings: some show that latency impairs decision making, others find no effect, and a few suggest potential benefits. This paper clarifies these inconsistencies through two sets of empirical studies. We demonstrate that latency can improve decision accuracy, but only under a specific boundary condition: task-relevant information must be present ...
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作者:Yin, Dezhi; Bond, Samuel D.; Zhang, Han
作者单位:State University System of Florida; University of South Florida; University System of Georgia; Georgia Institute of Technology; Hong Kong Baptist University
摘要:Despite a growing stream of research documenting the prevalence of fake online reviews and improving their automated detection, little is known about how consumers make real or fake judgments of reviews with unknown veracity. Integrating literature on truth-default theory and deception motives, we propose that consumers have a general tendency to view reviews as real rather than fake (a truth bias) and to be more accurate at detecting real reviews than fake reviews (a veracity effect). Moreove...
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作者:Berente, Nicholas; Hansen, Sean; Rosenkranz, Christoph; Tumbas, Sanja
作者单位:University of Notre Dame; John Carroll University; University System of Ohio; John Carroll University; University of Cologne
摘要:Agile development has emerged as the dominant approach to developing software across much different institutional environments. We report a study of how organizations in four different institutional contexts translate agile development in different ways. Drawing on institutional logics and translation theory, we highlight how the dynamism and pluralism of the institutional environment influence the ways that agile development is translated by organizations. For example, contexts higher in plur...
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作者:Kathuria, Abhishek; Karhade, Prasanna P.; Malik, Ojaswi; Baruri, V. K. Pani; Konsynski, Benn R.
作者单位:Deakin University; Chinese University of Hong Kong; University of Washington Seattle; University of Washington; University of Washington Seattle; Emory University
摘要:The enduring tension between centralization and decentralization in IT governance takes renewed significance in the age of artificial intelligence (AI). Intelligent Process Automation (IPA) bots combine robotic process automation with AI technologies and process mining based on deep, mindful domain expertise. IPA bots challenge foundational assumptions of the IT governance literature as they represent the decentralization of technology production, their AI components learn and adapt, and their...
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作者:Xu, Jiarong; Wang, Jiaan; Zhang, Hongzhe; Lu, Tian
作者单位:Fudan University; The Chinese University of Hong Kong, Shenzhen; The Chinese University of Hong Kong, Shenzhen; Arizona State University; Arizona State University-Tempe
摘要:Product recommender systems play a critical role in predicting users' future interests based on their historical behavior, but meeting users' all-time needs requires a deep understanding of their essential purchase motivations. However, this realm is dominated by methods that do not explicitly specify motivation categories or suffer from low data efficiency due to heavy reliance on extensive auxiliary data. To address this gap, we introduce a comprehensive framework for categorizing product pu...
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作者:Xu, DaPeng; Zhang, Xiaoquan (Michael); Hong, Hong; Ye, Qiang
作者单位:South China University of Technology; Chinese University of Hong Kong; Tongji University; Chinese Academy of Sciences; University of Science & Technology of China, CAS
摘要:Online product and service ratings have great value for both sellers and consumers. Prior research, however, often treats online ratings equally even if the individuals who generate these ratings have very different backgrounds. This study examines how tourists differ from locals when they generate online ratings. We find that, relative to locals, tourists exhibit an upward bias when they rate restaurants. More specifically, a consumer as a tourist is at least 13.4% more likely than as a local...