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最新文章

• AVOIDING AN OPPRESSIVE FUTURE OF MACHINE LEARNING: A DESIGN THEORY FOR EMANCIPATORY ASSISTANTS AI翻译
  作者：Kane, Gerald C.; Young, Amber G.; Majchrzak, Ann; Ransbotham, Sam
  作者单位：Boston College; University of Arkansas System; University of Arkansas Fayetteville; University of Southern California
  摘要：Widespread use of machine learning (ML) systems could result in an oppressive future of ubiquitous monitoring and behavior control that, for dialogic purposes, we call Informania. This dystopian future results from ML systems' inherent design based on training data rather than built with code. To avoid this oppressive future, we develop the concept of an emancipatory assistant (EA), an ML system that engages with human users to help them understand and enact emancipatory outcomes amidst the op...
• ALL INFORMATION SYSTEMS THEORY IS GROUNDED THEORY AI翻译
  作者：Levina, Natalia
  作者单位：New York University
• EARLY BIRD VERSUS LATE OWL: AN EMPIRICAL INVESTIGATION OF INDIVIDUAL SHOPPING TIME HABIT AND ITS EFFECTS AI翻译
  作者：Zhang, Ziqiong; Zhang, Zili; Chen, Pei-yu
  作者单位：Harbin Institute of Technology; Arizona State University; Arizona State University-Tempe
  摘要：Little research has focused on online shopping habits, particularly concerning time, missing the opportunity to potentially improve important outcomes by the simple innovative use of time. Based on a unique dataset that includes reviews as well as pertinent purchases at the individual level from a large online retailer, this study investigates whether consumers exhibit time habits for online shopping and whether following such time habits affects their satisfaction and revisit behavior. We emp...
• THE NEXT GENERATION OF RESEARCH ON IS USE: A THEORETICAL FRAMEWORK OF DELEGATION TO AND FROM AGENTIC IS ARTIFACTS AI翻译
  作者：Baird, Aaron; Maruping, Likoebe M.
  作者单位：University System of Georgia; Georgia State University; University System of Georgia; Georgia State University; University System of Georgia; Georgia State University
  摘要：Information systems (IS) use, the dominant theoretical paradigm for explaining how users apply IS artifacts toward goal attainment, gives primacy to human agency in the user-IS artifact relationship. Models and theorizing in the IS use research stream tend to treat the IS artifact as a passive tool; lacking in the ability to initiate action and accept rights and responsibilities for achieving optimal outcomes under uncertainty. We argue that a new generation of agentic IS artifacts requires re...
• THEORIES IN FLUX: REIMAGINING THEORY BUILDING IN THE AGE OF MACHINE LEARNING AI翻译
  作者：Tremblay, Monica Chiarini; Kohli, Rajiv; Forsgren, Nicole
• CONNECTING THE PARTS WITH THE WHOLE: TOWARD AN INFORMATION ECOLOGY THEORY OF DIGITAL INNOVATION ECOSYSTEMS AI翻译
  作者：Wang, Ping
  作者单位：University System of Maryland; University of Maryland College Park
  摘要：The remarkable connectivity and embeddedness of digital technologies enable innovations undertaken by a broad set of actors, often beyond organizational and industry boundaries, whose relationships mimic those of interdependent species in a natural ecosystem. These digital innovation ecosystems, if successful, can spawn countless innovations of substantial social and economic value, but are complex and prone to often surprising failure. Aiming to understand ecosystems as a new organizational f...
• WELFARE PROPERTIES OF PROFIT MAXIMIZING RECOMMENDER SYSTEMS: THEORY AND RESULTS FROM A RANDOMIZED EXPERIMENT AI翻译
  作者：Zhang, Xiaochen; Ferreira, Pedro; de Matos, Miguel Godinho; Belo, Rodrigo
  作者单位：Uber Technologies, Inc.; Carnegie Mellon University; Universidade Catolica Portuguesa; Erasmus University Rotterdam - Excl Erasmus MC; Erasmus University Rotterdam
  摘要：Recommender systems have been introduced to help consumers navigate large sets of alternatives. They usually lead to more sales, which may increase consumer surplus and firm profit. In this paper, we ask whether the firms' choice of recommender system might hurt consumers. We use data from a large-scale field experiment in video-on-demand to measure the price elasticity of demand for movies placed in salient and nonsalient slots on the TV screen. During this experiment, the firm randomized the...
• NEXT-GENERATION INFORMATION SYSTEMS THEORIZING: A CALL TO ACTION AI翻译
  作者：Burton-Jones, Andrew; Butler, Brian S.; Scott, Susan, V; Xu, Sean Xin
  作者单位：University of Queensland; University System of Maryland; University of Maryland College Park; University of London; London School Economics & Political Science; Tsinghua University
• THE ECONOMICS OF IT AND DIGITIZATION: EIGHT QUESTIONS FOR RESEARCH AI翻译
  作者：Brynjolfsson, Erik; Wang, Chong (Alex); Zhang, Xiaoquan (Michael)
  作者单位：Stanford University; Peking University; Chinese University of Hong Kong
• SPECULATIVELY ENGAGING FUTURE(S): FOUR THESES AI翻译
  作者：Hovorka, Dirk S.; Peter, Sandra
  作者单位：University of Sydney