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...Clemson university tigerprints all theses knowledge extraction from work instructions through text processing and analysis abhiram koneru abhirak g edu follow this additional works at https part of the mechanical engineering commons recommended citation thesis is brought to you for free open access by it has been accepted inclusion in an authorized administrator more information please contact kokeefe a presented graduate school partial fulfillment requirements degree master science december dr gregory m mocko committee chair lonny l thompson mary e kurz abstract objective design develop implement automated approach support historical assembly data extract useful about time studies facilitate development decision systems large automotive original equipment manufacturer oem conceptual level research establishes framework sustainable scalable big using techniques natural language nlp machine learning ml process sheets are documents that contain detailed assemble portion vehicle specifica...