10期

最新文章

• Algorithmic fairness in business analytics: Directions for research and practice AI翻译
  作者：De-Arteaga, Maria; Feuerriegel, Stefan; Saar-Tsechansky, Maytal
  作者单位：University of Texas System; University of Texas Austin; University of Munich
  摘要：The extensive adoption of business analytics (BA) has brought financial gains and increased efficiencies. However, these advances have simultaneously drawn attention to rising legal and ethical challenges when BA inform decisions with fairness implications. As a response to these concerns, the emerging study of algorithmic fairness deals with algorithmic outputs that may result in disparate outcomes or other forms of injustices for subgroups of the population, especially those who have been hi...
• Data-driven platelet inventory management under uncertainty in the remaining shelf life of units AI翻译
  作者：Abouee-Mehrizi, Hossein; Mirjalili, Mahdi; Sarhangian, Vahid
  作者单位：University of Waterloo; University of Toronto
  摘要：Platelets are perishable (5-7 day shelf life) blood products required for a variety of clinical treatments. In North America, hospitals typically procure platelet units from a central supplier. As such, the remaining shelf life of the delivered units could be subject to high uncertainty. Our work focuses on developing new models that leverage the increasingly available data from hospital information systems to prescribe ordering decisions in the presence of this uncertainty. Specifically, we c...
• Restaurant analytics: Emerging practice and research opportunities AI翻译
  作者：Roy, Debjit; Spiliotopoulou, Eirini; de Vries, Jelle
  作者单位：Indian Institute of Management (IIM System); Indian Institute of Management Ahmedabad; Erasmus University Rotterdam - Excl Erasmus MC; Erasmus University Rotterdam; Tilburg University
  摘要：Smart technologies and increased data availability enable restaurateurs to gather more information about customers and their behavior. These data can be combined with data from other sources to make a wide range of strategic and operational restaurant decisions, and can therefore generate tremendous value for restaurants and their customers. This study focuses on discussing the most promising research opportunities in restaurant operations that leverage data analytics. In particular, we focus ...
• Permeation of the term analytics in production and operations management research AI翻译
  作者：Gupta, Sushil; Tekriwal, Medha; Parra, Carlos M.
  作者单位：State University System of Florida; Florida International University; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University
  摘要：This is an exploratory study to analyze the permeation of the term/word analytics in the operations management domain by reviewing 2175 papers published in the Production and Operations Management journal (POMJ) since its inception in the winter 1992 until the summer of 2022. We identify the words that commonly precede the term analytics in these papers. We also identify the most common words that appear in the research papers in which the term analytics has appeared. This analysis allows us t...
• Predictive competitive intelligence with prerelease online search traffic AI翻译
  作者：Schaer, Oliver; Kourentzes, Nikolaos; Fildes, Robert
  作者单位：University of Virginia; University of Skovde; Lancaster University
  摘要：In today's competitive market environment, it is vital for companies to gain insight about competitors' new product launches. Past studies have demonstrated the predictive value of prerelease online search traffic (PROST) for new product forecasting. Relying on these findings and the public availability of PROST, we investigate its usefulness for estimating sales of competing products. We propose a model for predicting the success of competitors' product launches, based on own past product sal...
• Knowledge-sharing ties and equivalence in corporate online communities: A novel source to understand voluntary turnover AI翻译
  作者：Chen, Yuan; Cheng, Hsing Kenneth; Liu, Yang; Pu, Jingchuan; Qiu, Liangfei; Wang, Ning
  作者单位：Shanghai University of Finance & Economics; State University System of Florida; University of Florida; Hangzhou Dianzi University
  摘要：An increasing number of companies are using corporate online communities, a new information technology tool, to facilitate internal knowledge sharing. The corporate online community also offers companies a novel source to understand employee's behaviors such as voluntary turnover, an important part of workforce management. Little is known, however, about whether and to what extent an employee's voluntary turnover is related to their knowledge-sharing activities in the corporate online communit...
• Smart urban transport and logistics: A business analytics perspective AI翻译
  作者：He, Long; Liu, Sheng; Shen, Zuo-Jun Max
  作者单位：George Washington University; National University of Singapore; University of Toronto; University of California System; University of California Berkeley; University of Hong Kong
  摘要：New technologies and innovative business models are leading to connected, shared, autonomous, and electric solutions for the tomorrow of urban transport and logistics (UTL). The efficiency and sustainability of these solutions are greatly empowered by the capability of understanding and utilizing the tremendous amount of data generated by passengers, drivers, and vehicles. In this study, we first review the innovative applications in UTL and several related research areas in the operations man...
• Toward the understanding of the constituents of organizational culture: The embedded topic modeling analysis of publicly available employee-generated reviews of two major US-based retailers AI翻译
  作者：Gupta, Manjul; Gupta, Amulya; Cousins, Karlene
  作者单位：State University System of Florida; Florida International University; Iowa State University
  摘要：Organizational culture is considered an important factor affecting several operations-oriented functions in an organization. However, the research surrounding organizational culture and what constitutes organizational culture remains understudied in the operations management (OM) discipline. This study utilizes 24,965 employee-generated (EG) text reviews of two major U.S.-based retailers and applies an advanced embedded topic modeling technique to identify prevalent cultural elements that reta...
• Emerging research problems in different business domains: An analytics perspective AI翻译
  作者：Gupta, Sushil; Parra, Carlos M.; Kumar, Subodha
  作者单位：State University System of Florida; Florida International University; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University
  摘要：In this paper, we provide brief summaries of the papers included in the special issue on Business Analytics: Emerging Practice and Research Issues. There are eight papers, including this study, published in the special issue. We also categorize papers across different themes and present emerging research directions for business analytics-related problems in different domains.
• Toward servitization: Optimal design of uptime-guarantee maintenance contracts AI翻译
  作者：Hezarkhani, Behzad; Nagarajan, Mahesh; Tong, Chunyang
  作者单位：Brunel University; University of British Columbia; Tongji University
  摘要：This paper analyzes the contracting of maintenance services provided by an original equipment manufacturer (OEM) to an operator for a device. The service provider can exert different levels of maintenance effort during the course of the contract and the device's reliability (uptime) is influenced by these levels. However, the service provider's effort level is noncontractible. Our research seeks to find the optimal structures, as well as parameters, of performance-based maintenance contracts. ...