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作者：Wei, Qiang; Mu, Yao; Guo, Xunhua; Jiang, Weijie; Chen, Guoqing
作者单位：Tsinghua University; Shanghai International Studies University; Tsinghua University
摘要：Recommender systems are widely used by online merchants to find the products that are likely to interest consumers, but existing dynamic methods still face challenges regarding diverse behaviors, variability in interest shifts, and the identification of psychological dynamics. Premised on the marketing funnel perspective to analyze consumer shopping journeys, this study proposes a novel machine learning approach for product recommendation, namely, multistage dynamic Bayesian network (MS-DBN), ...
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作者：Liu, Jialu; Pei, Siqi; Zhang, Xiaoquan (Michael)
作者单位：Shanghai Jiao Tong University; Shanghai University of Finance & Economics; Tsinghua University; Chinese University of Hong Kong
摘要：The literature often explains female labor force participation through factors such as schooling, wage gaps, and fertility. In this study, we identify how technology induced time savings from household chores increase female labor force participation in South Korea. Using a leads-and-lags difference-in-differences model, we find that entry of an online food delivery platform significantly increased the female employment rate in the three years following the platform's entry, and the results st...
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作者：Aaltonen, Aleksi; Stelmaszak, Marta
作者单位：Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University; Portland State University
摘要：The digitalization of organizational settings can provide seemingly unprecedented visibility into knowledge work practices through trace data. Although trace data could be a boon for monitoring knowledge work that has traditionally eluded detailed oversight, the broader literature on data suggests that increasing behavioral visibility through trace data can also motivate reactions that reduce the transparency of work practices and question the validity of the data. To reconcile these contrasti...
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作者：Zheng, Jinyang; Yin, Guopeng; Tan, Yong; Ding, Jianing
作者单位：Purdue University System; Purdue University; University of International Business & Economics; University of Washington; University of Washington Seattle
摘要：Review-in-review (RIR) is a feature that allows viewers to generate positive or negative evaluations for primary quality evaluations of a product (e.g., ratings and reviews). This feature has the potential to reshape primary quality evaluations; specifically, it can cause social desirability bias in ratings, as raters (i.e., reviewers) who desire social recognition might be driven to provide ratings that are expected to gain more helpful and avoid unhelpful RIRs. This study aims to isolate thi...
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作者：Wang, Qiu-Hong; Geng, Ruibin; Kim, Seung Hyun
作者单位：National University of Singapore; Xi'an Jiaotong University; Yonsei University
摘要：To reduce the availability of hacking tools for use in cybersecurity offenses, many countries have enacted computer misuse acts (CMAs) that criminalize the production, distribution, and possession of such tools with criminal intent. However, the dual-use nature of cybersecurity technology complicates the legal process of recognizing such computer misuse tools and of predicting harmful intent based on mere possession. This predicament introduces the possibility of unfounded prosecution that may...
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作者：Wan, Xiang (Shawn); Kumar, Anuj; Li, Xitong
作者单位：Santa Clara University; State University System of Florida; University of Florida; Hautes Etudes Commerciales (HEC) Paris
摘要：Although the effects of algorithmic product recommendations on product sales are understood, the differential effects of retargeted recommendations (recommended products a user has previously viewed) versus generic recommendations (recommended products a user has not previously viewed) are unclear. We conduct a field experiment to empirically examine the relative effect of retargeted versus generic recommendations on product sales at different stages of users' purchase funnel. The product reco...
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作者：Zahedi, Fatemeh Mariam; Chen, Yan; Zhao, Huimin
作者单位：University of Wisconsin System; University of Wisconsin Milwaukee; State University System of Florida; Florida International University
摘要：Millions of users on the Internet have fallen into phishing website traps. Detection tools are designed to warn users against such attacks but often fail to achieve this purpose due to usability issues. To address these issues and increase user self-protection against such attacks, we propose an ontology-based intelligent interface personalization (OBIIP) design for the warning interfaces of phishing website detection tools. Our design involves two phases: proof-of-concept and proof-of-value. ...
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作者：Cao, Zike; Zhu, Yingpeng; Li, Gen; Qiu, Liangfei
作者单位：Zhejiang University; University of Macau; Fudan University; State University System of Florida; University of Florida
摘要：Many online communities that rely on effortful, voluntary content contributions offer additional content curation tools to facilitate social interactions and encourage user contributions. Any platform that offers two or more heterogeneous content types (e.g., expert knowledge and social posts) faces a choice about the presentation format: whether to display the content types separately or in an integrated information feed. We leverage a natural experiment on Zhihu, a Q&A platform that offers a...
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作者：Sapra, Amar; Kumar, Subodha
作者单位：Indian Institute of Management (IIM System); Indian Institute of Management Bangalore; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University
摘要：With growing popularity of e-commerce, nearly every prominent retailer is aiming to turn omni-channel. One crucial decision in this pursuit is the identification of the joint assortment. Despite the importance of this decision, few studies have addressed this issue. In this study, we contribute by examining joint assortment and product prices for a retailer that sells products through both brick-and-mortar and online channels using the locational choice model. We consider two classes of custom...
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作者：Jiang, Hemin; Siponen, Mikko; Jiang, Zhenhui (Jack); Tsohoud, Aggeliki
作者单位：Chinese Academy of Sciences; University of Science & Technology of China, CAS; University of Alabama System; University of Alabama Tuscaloosa; University of Hong Kong; Ionian University
摘要：Many organizations have adopted internet monitoring to regulate employees' cyberloafing behavior. Although one might intuitively assume that internet monitoring can be effective in reducing cyberloafing, there is a lack of research examining why the effect can occur and whether it can be sustained. Furthermore, little research has investigated whether internet monitoring can concurrently induce any side effects in employee behavior. In this paper, we conducted a longitudinal field quasi-experi...
