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Full-Text Articles in Management Information Systems
A Study Of Behaviors In Procurement, Supply Chain And Artificial Intelligence, Xianghua (Jason) Wu
A Study Of Behaviors In Procurement, Supply Chain And Artificial Intelligence, Xianghua (Jason) Wu
Information Systems & Operations Management Dissertations
In the first chapter, we investigate the loss aversion behavior in service procurement auction. We study and compare two mechanisms, i.e., the percentage reimbursement policy and flat reimbursement policy to improve buyer's expected utility. In the second chapter, we analyze the trust behavior in a supply chain within a "cheap-talk" communication environment. We find that under the right conditions, an untrustworthy retailer can manipulate a trusting supplier, which reduces the double marginalization problem, and benefits the supply chain. In the last chapter, we study the trust and trustworthiness behaviors of AI agents in the trust Game. This paper finds that …
Application Of Interpretable Machine Learning In Flight Delay Detection, Afroza Hossain
Application Of Interpretable Machine Learning In Flight Delay Detection, Afroza Hossain
Information Systems & Operations Management Theses
Precise flight delay prediction is vital for the airline industries and passengers. This thesis focuses on applying several machine learning and auto-ML techniques to predict flight delays. A flight delay is said to occur when an airline lands or takes off later than its scheduled arrival or departure time, respectively. Conventionally, if a flight's departure time or arrival time is greater than 15 minutes than its scheduled departure and arrival times respectively, then it is considered that there is a departure or arrival delay with respect to the corresponding airports. Notable reasons for commercially scheduled flights to be delayed are …