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In the process of supplier evaluation, enterprises used to focus merely on comparing candidate suppliers’ performances. In this paper, a systematic supplier evaluation framework is proposed to efficiently address supplier management in the Big Data environment by integrating Supplier Evaluation Indexes and the Purchasing Model. The framework models supplier evaluation in a hierarchical way. The study evaluates candidate suppliers based on Supplier Evaluation Indexes by means of data analysis. Then the study makes further evaluation and selection based on the Purchasing Chessboard for suppliers passing the evaluation index assessment. The proposed framework shows efficiency and rationality in supplier evaluation and provided direction for enterprises to select suppliers. Keywords—Big Data; Supplier evaluation indexes; The Purchasing Chessboard

The Application of Purchasing Chessboard on Supplier Management and Evaluation against the Background of Big Data