1. Forecasting Technical and Functional Obsolescence for Improved Business Processes Open Access Author: Jennings, Connor Patrick Title: Forecasting Technical and Functional Obsolescence for Improved Business Processes Graduate Program: Industrial Engineering Keywords: obsolescencelife cycleobsoleteDMSMSmachine learningobsolescence riskROCReceiver operating characteristiccell phonecamerascreens File: Download Connor_Jennings_-_Penn_State_Dissertation_2018__Final_.pdf Committee Members: Janis P Terpenny, Dissertation Advisor/Co-AdvisorJanis P Terpenny, Committee Chair/Co-ChairSoundar Kumara, Committee MemberTimothy William Simpson, Committee MemberConrad S Tucker, Outside Member