{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T16:19:20Z","timestamp":1776788360323,"version":"3.51.2"},"reference-count":57,"publisher":"Emerald","issue":"9","license":[{"start":{"date-parts":[[2019,10,11]],"date-time":"2019-10-11T00:00:00Z","timestamp":1570752000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2019,10,11]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>The purpose of this paper is to develop a novel integrated supplier selection approach incorporating decision maker\u2019s risk attitude using the artificial neural network (ANN), analytic hierarchy process (AHP) and technique for order of preference by similarity to ideal solution (TOPSIS) methods.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>In the proposed approach, the ANN model is used to classify decision maker\u2019s risk attitude; the fuzzy AHP method is used to determine the relative weights of evaluation criteria; and the fuzzy TOPSIS method is used to evaluate ratings of suppliers. Finally, experiments are conducted to verify the feasibility and efficiency of the proposed integrated approach.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>Experiments results show that the proposed integrated approach is effective and efficient to help decision makers to select suitable suppliers according to their risk attitudes.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>The aim of this paper is to develop a novel integrated supplier selection approach incorporating decision maker\u2019s risk attitude using the ANN, AHP and TOPSIS methods. The decision maker\u2019s risk attitude toward procurement transaction is originally considered in supplier selection process.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/k-04-2019-0223","type":"journal-article","created":{"date-parts":[[2019,10,11]],"date-time":"2019-10-11T06:36:47Z","timestamp":1570775807000},"page":"2263-2284","source":"Crossref","is-referenced-by-count":24,"title":["An integrated supplier selection approach incorporating decision maker\u2019s risk attitude using ANN, AHP and TOPSIS 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