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Journal of Information ManagementVol. 28 iss. 4


張伊婷;蔡家安;吳岳穎;黃妍恆;陳勇叡;
頁: 361-394
日期: 2021/10
關鍵字: Big data analytics;task-technology fit;people-technology fit;data-driven storytelling;task performance;
Keywords: Big data analytics;task-technology fit;people-technology fit;data-driven storytelling;task performance;
摘要: Organizations are increasingly implementing Big-Data Analytics (BDA) to attain superior performance. However current literature on BDA offers little insight on achieving task performance from the perspectives of a business analyst. As a result, we pr...

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林金賢;周世玉;楊良基;謝宇宣;
頁: 395-418
日期: 2021/10
關鍵字: Travel motive;travel itinerary;decision trees;logit leaf;neural network leaf;
Keywords: Travel motive;travel itinerary;decision trees;logit leaf;neural network leaf;
摘要: With the continuing growth of Taiwan's tourism market in recent years, especially the number of self-guided travelers has repeatedly hit new heights, and the huge impact caused by the advancement of Information and Communication Technology, how to pr...

瀏覽次數: 12932     下載次數: 312

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張昭憲;陳世軒;
頁: 419-444
日期: 2021/10
關鍵字: Fraud detection;model fusion;classification;online auctions;e-commerce;
Keywords: Fraud detection;model fusion;classification;online auctions;e-commerce;
摘要: With the maturity of infrastructure such as cash flow and logistics, the booming development of e-commerce is obvious to all. However, facing such a large transaction amount, it also attracts many fraudsters to join e-commerce. Among the reported cas...

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龔千芬;龔嘉德;蘇志民;郝沛毅;林奕儒;
頁: 445-476
日期: 2021/10
關鍵字: Sepsis early prediction;deep learning;fuzzy support vector machines;clinical decision support systems;medical informatics;
Keywords: Sepsis early prediction;deep learning;fuzzy support vector machines;clinical decision support systems;medical informatics;
摘要: Sepsis is a leading cause of death over the world and septic shock, the most severe complication of sepsis, reaches a mortality rate as high as 50%. The World Health Organization estimates that more than six million people die of sepsis annually, and...

瀏覽次數: 14193     下載次數: 7649

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