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ANALYTICS: 作品数：415被引量：647H指数：12; 导出分析报告; 相关作者：马红亮胡文静王睿郭玮陈贡更多>>; 相关机构：青岛科技大学华中师范大学北京师范大学陕西师范大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家社会科学基金国家重点基础研究发展计划教育部人文社会科学研究基金更多>>

Mental health in organizations from a healthcare analytics framework:taxonomic model,trends,and impact of COVID-19: 《Journal of Management Analytics》2024年第1期62-86,共25页Jorge Iván Pérez Rave Carlos Mario Zapata Jaramillo Gloria Patricia Jaramillo Álvarez; the Ministry of Science,Technology and Innovation of Colombia(Minciencias).; Mental disorders negatively affect employee well-being and organizational performance.Organizations face a challenge in terms of how to manage mental health.This paper clarifies three issues(underlying patterns,trends...; 关键词：Healthcare analytics healthcare management analytics mental health scientific discourse text analytics TAXONOMY COVID-19 management analytics

Health analytics in business research:a literature review: 《Journal of Management Analytics》2023年第3期447-476,共30页Quanchen Liu Mengli Yu Bingqing Xiong Zhao Cai Pengzhu Zhang Chee-Wee Tan; supported by the National Natural Science Foundation of China(Grant No.91646205);National Social Science Fund of China(Grant No.21ZDA105);Humanity and Social Science Youth Foundation of Ministry of Education of China(Grant No.22YJC860034);Philosophy and Social Science Planning Project of China Tianjin(Grant No.TJXC21-007);Liberal Arts Development Foundation of Nankai University(Grant No.ZB21BZ0333).; Technological advances have enabled the collection of large quantities of valuable data for health-related use.Particularly,a growing number of scholars are paying attention to the application of health analytics to b...; 关键词：health analytics business topics literature review managerial challenges big data

Classification of territory risk by generalized linear and generalized linear mixed models: 《Journal of Management Analytics》2023年第2期223-246,共24页Shengkun Xie Chong Gan; Territory risk analysis has played an important role in the decision-making of auto insurance rate regulation.Due to the optimality of insurance loss data groupings,clustering methods become the natural choice for suc...; 关键词：generalized linear mixed models territory risk analysis rate-making insurance rate regulation business data analytics

Smart agriculture: a literature review: 《Journal of Management Analytics》2023年第2期359-415,共57页Disha Garg Mansaf Alam; Industry 4.0 brings revolutionary changes to farming businesses by integrating emerging technologies such as the Internet of things(IoT),big data analytics(BDA),cloud computing(CC),and artificial intelligence(AI).Thes...; 关键词：IoT BDA farming activities predictive analytics prescriptive analytics Industry 4.0 classiﬁcation framework

Barriers to big data analytics (BDA) implementation in manufacturing supply chains: 《Journal of Management Analytics》2023年第1期191-222,共32页Amirhossein Dehkhodaei Bahar Amiri Hasan Farsijani Abbas Raad; Big data analysis(BDA)can increase the capability of supply chain analysis of manufacturing companies.Therefore,many manufacturing companies want to use BDA,but it has been seen that BDA implementation is difficult,es...; 关键词：Barriers Big data analytics Interpretive Structural Modeling(ISM) MICMAC Analysis MODELING Supply Chain Management

Image Analytics:A consolidation of visual feature extraction methods被引量：1: 《Journal of Management Analytics》2021年第4期569-597,共29页Xiaohui Liu Fei Liu Yijing Li Huizhang Shen Eric T.K.Lim Chee-Wee Tan; Revolutionary advances in machine and deep learning techniques within the field of computer field have dramatically expanded our opportunities to decipher the merits of digital imagery in the business world.Although e...; 关键词：Image analytics attribute extraction computer vision deep learning PYTHON

Modeling analytics in COVID-19: prediction, prevention, control, and evaluation被引量：1: 《Journal of Management Analytics》2021年第3期424-442,共19页Yang Lu Therese L.Williams; The outbreak of COVID-19 has attracted attention from all around the world.Governments and institutions have adopted ways to fight COVID-19, but itsprevalence is still strong. The SIR model has important reference val...; 关键词：COVID-19 epidemiological compartment model SIR model the contact ratio the reproduction ratio social distancing

Predictive HR analytics and talent management:a conceptual framework被引量：1: 《Journal of Management Analytics》2021年第2期195-221,共27页R.Navodya Gurusinghe Bhadra J.H.Arachchige Dushar Dayarathna; Digitisation,new technologies and artificial intelligence demand organisations for new ways of working with a different skill set to accomplish strategic objectives.HR analytics is the scientific solution enabling org...; 关键词：HR analytics adoption predictive HR analytics capability management analytics Resource-Based theory TOE framework talent management contextual factors

Cryptocurrency valuation and ethics:a text analytic approach: 《Journal of Management Analytics》2020年第3期367-388,共22页James R.Barth Hemantha S.B.Herath Tejaswini C.Herath Pei Xu; A recent and potentially profound innovation is the creation of cryptocurrencies and the underlying technology that is essential for their use in various financial transactions.Given the anonymity of a user of a crypt...; 关键词：Cryptocurrency Bitcoin ETHICS Dark Net Crypto-Crime Twitter text analytics market reaction

Big data analytics for retail industry using MapReduce-Apriori framework被引量：1: 《Journal of Management Analytics》2020年第3期424-442,共19页Neha Verma Dheeraj Malhotra tinder Singh; Presently,retailing has changed its face from unordered stacked traditional stores to beautifully decorated and appropriately managed merchandise stores or shopping malls with excellent ambiance and comfort.Therefore,...; 关键词：Big data retail analytics MR-Apriori algorithm MAP-REDUCE market basket analysis association mining IRM tool

ANALYTICS