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Management Information Systems Commons™

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Operations and Supply Chain Management

Embry-Riddle Aeronautical University

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Full-Text Articles in Management Information Systems

Business Inferences And Risk Modeling With Machine Learning; The Case Of Aviation Incidents, Burak Cankaya, Kazim Topuz, Aaron M. Glassman Jan 2023

Business Inferences And Risk Modeling With Machine Learning; The Case Of Aviation Incidents, Burak Cankaya, Kazim Topuz, Aaron M. Glassman

Publications

Machine learning becomes truly valuable only when decision-makers begin to depend on it to optimize decisions. Instilling trust in machine learning is critical for businesses in their efforts to interpret and get insights into data, and to make their analytical choices accessible and subject to accountability. In the field of aviation, the innovative application of machine learning and analytics can facilitate an understanding of the risk of accidents and other incidents. These occur infrequently, generally in an irregular, unpredictable manner, and cause significant disruptions, and hence, they are classified as "high-impact, low-probability" (HILP) events. Aviation incident reports are inspected by …

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Modernizing The Supply Chain Of Airbus By Integrating Rfid And Blockchain Processes, Michael D. Santonino Iii, Constantine M. Koursaris, Michael J. Williams Jan 2018

Modernizing The Supply Chain Of Airbus By Integrating Rfid And Blockchain Processes, Michael D. Santonino Iii, Constantine M. Koursaris, Michael J. Williams

International Journal of Aviation, Aeronautics, and Aerospace

Radio Frequency Identification, or RFID, has been gaining momentum within the aviation industry for improving efficiencies in the supply chain. RFID technology is not new, with many manufacturers outside of aviation being more responsive as early adopters to the technology. Currently, many of the full-scale implementation organizations from late adopters, have strategically integrated RFID technology into the manufacturing supply chain to tag parts and for airports/airlines to track baggage and passengers throughout their airport journey. Literature remains rather sparse in the implementation and success factors within the aviation supply chain as a number of businesses have kept much of the …

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