An integrated data-driven framework for vehicle quality analysis based on maintenance record mining and Bayesian network
Aoxiang Cheng,
Youyi Bi
Abstract:PurposeThe purpose of this paper is to present an integrated data-driven framework for processing and analyzing large-scale vehicle maintenance records to get more comprehensive understanding on vehicle quality.Design/methodology/approachWe propose a framework for vehicle quality analysis based on maintenance record mining and Bayesian Network. It includes the development of a comprehensive dictionary for efficient classification of maintenance items, and the establishment of a Bayesian Network model for vehic… Show more
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