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Cardinal and rank ordering of criteria — addressing prescription within weight elicitation
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Avdelningen för informations- och kommunikationssystem. Department of Computer and Systems Sciences, Stockholm University, Forum 100, Kista, Sweden.ORCID-id: 0000-0003-0310-0018
Dept. of Computer and Systems Sciences, Stockholm University.
Dept. of Computer and Systems Sciences, Stockholm University.
Dept. of Computer and Systems Sciences, Stockholm University.
2015 (Engelska)Ingår i: International Journal of Information Technology and Decision Making, ISSN 0219-6220, Vol. 14, nr 6, s. 1299-1330Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Weight elicitation methods in multi-criteria decision analysis (MCDA) are often cognitively demanding, require too much precision, time and effort. Some of the issues may be remedied by connecting elicitation methods to an inference engine facilitating a quick and easy method for decision-makers to use weaker input statements, yet being able to utilize these statements in a method for decision evaluation. In this paper, we propose a fast and practically useful weight elicitation method, answering to many of the requirements. The method builds on the ideas of rank-order methods, but can also take imprecise cardinal information into account. The method is subsequently employed in two real-life case studies and compared to a case where a simple ratio weight procedure using exact input statements was employed.

Ort, förlag, år, upplaga, sidor
World Scientific, 2015. Vol. 14, nr 6, s. 1299-1330
Nyckelord [en]
Multi-criteria decision analysis, elicitation method, criteria weights, criteria ranking, incomplete information
Nationell ämneskategori
Datorsystem
Identifikatorer
URN: urn:nbn:se:miun:diva-24837DOI: 10.1142/S021962201450059XISI: 000383676200008Scopus ID: 2-s2.0-84954397067OAI: oai:DiVA.org:miun-24837DiVA, id: diva2:805732
Tillgänglig från: 2015-04-16 Skapad: 2015-04-16 Senast uppdaterad: 2017-12-04Bibliografiskt granskad

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Förlagets fulltextScopushttp://www.worldscientific.com/doi/abs/10.1142/S021962201450059X

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