Production and Operations Management · 2017 · 244 citations · 107 references
ComputingCloud ComputingInformation SystemsBig Data AnalyticsInternet Of ThingsPredictive AnalyticsCloud-based AnalyticsHealthcare AnalyticsHealthcare Operations AnalyticsBig Data Analytics ArchitectureConsumer Behavior AnalysisConsumer FootprintsDigital FootprintDigital Footprint AnalysisManufacturingSmart City TechnologiesSmart Healthcare Services
Consumers leave traceable digital footprints online, and firms seek to capture these to understand and predict consumer behavior. The study examines how big data analytics has been applied in information systems, operations management, and healthcare, and discusses future potential and challenges in areas such as cloud computing, IoT, smart cities, predictive manufacturing, 3‑D printing, and smart healthcare. The authors present a framework for applying big data in these domains to suggest future research directions.
In this day, in the age of big data, consumers leave an easily traceable digital footprint whenever they visit a website online. Firms are interested in capturing the digital footprints of their consumers to understand and predict consumer behavior. This study deals with how big data analytics has been used in the domains of information systems, operations management, and healthcare . We also discuss the future potential of big data applications in these domains (especially in the areas of cloud computing, Internet of Things and smart city, predictive manufacturing and 3‐D printing, and smart healthcare) and the associated challenges. In this study, we present a framework for applications of big data in these domains with the goal of providing some interesting directions for future research.
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The Internet of Things: A survey
Luigi Atzori, Antonio Iera, Giacomo Morabito · Computer Networks · 2010 · 15.3K citations
Big Data : The Management Revolution
アンドリュー マカフィー, エリック ブリニョルフソン, 裕子 有賀 · Harvard business review · 2013 · 3.6K citations
Computing, Information Systems, Management Information Systems +14