Decision and Information Support System for a Framework to Building Multicriteria Decision Models

被引:0
|
作者
de Almeida, Adiel Teixeira [1 ]
Peixoto Roselli, Lucia Reis [1 ]
机构
[1] Univ Fed Pernambuco, Ctr Decis Syst & Informat Dev CDSID, Recife, PE, Brazil
关键词
FITradeoff method; Decision and Information Support System; Framework; Multi-Criteria Decision Making/Aiding (MCDM/A); KNOWLEDGE MANAGEMENT;
D O I
10.1007/978-3-031-51664-1_2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Several Decision Support Systems (DSS) have been presented in literature. This paper presents an Information and Decision System that has been performed to implement a Framework for building decision models in the context of Multi-Criteria Decision Making/Aiding (MCDM/A) approach. This system incorporates the steps of the framework in order to support DMs to build decision models. This system does not intend to suggest a specific MCDM/A method but can be used to structure the model with rigor following the framework steps. In addition, this system can be used to document important steps of the process. The DSS also provides flexibility for users since they can return to previous steps to review or adjust some points. Also, the DSS is interactive since the users present preferential information in all steps. An important step presented in the system regards the preference modeling process. During this step, Decision-Makers (DMs) should contextualize the rationality presented in the MCDM/A problem. Moreover, several tests of consistency are done in order to improve the system and to understand how DMs define the rationality of those problems and if they stay consistent with their rationality during the process. In addition, the DSS included several aspects of Problem Structuring Methods, considering important aspects that are not considered in the previous version of the framework. In special, concepts of the Value Focus Thinking method have been included in the system to support the definition of objectives, criteria, and alternatives. This feature improves the new version of the framework. This DSS presents the most important steps of the framework and also provides insights for the development of behavioral studies, which can bring advances in the MCDM/A approach.
引用
收藏
页码:19 / 32
页数:14
相关论文
共 50 条
  • [1] Integrating Building Information Models and Building Operation Information Exchange Systems in a Decision Support Framework for Facilities Management
    Sadeghi, Marjan
    Mehany, Mohammed
    Strong, Kelly
    CONSTRUCTION RESEARCH CONGRESS 2018: INFRASTRUCTURE AND FACILITY MANAGEMENT, 2018, : 770 - 779
  • [2] IZAR - multicriteria decision support system
    Kalcevova, Jana
    Fiala, Petr
    PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS 2006, 2006, : 277 - 282
  • [3] MULTICRITERIA DECISION SUPPORT SYSTEM MULTIOPTIMA
    Vassileva, Mariana
    Vassilev, Vassil
    Staykov, Boris
    Genova, Krassimira
    Dochev, Danall
    ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS: ARTIFICIAL INTELLIGENCE AND DECISION SUPPORT SYSTEMS, 2008, : 276 - +
  • [4] PREFDIS: a multicriteria decision support system for sorting decision problems
    Zopounidis, C
    Doumpos, M
    COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (7-8) : 779 - 797
  • [5] AN INTERACTIVE DECISION SUPPORT SYSTEM (IDSS) FOR MULTICRITERIA DECISION AID
    TEGHEM, J
    DELHAYE, C
    KUNSCH, PL
    MATHEMATICAL AND COMPUTER MODELLING, 1989, 12 (10-11) : 1311 - 1320
  • [6] A knowledge-driven multicriteria decision support system for intelligent building assessment
    Hong, J
    Chen, Z
    Li, H
    Shen, G
    Chung, J
    Xu, Q
    Proceedings of 2005 International Conference on Construction & Real Estate Management, Vols 1 and 2: CHALLENGE OF INNOVATION IN CONSTRUCTION AND REAL ESTATE, 2005, : 551 - 555
  • [7] THE MULTICRITERIA SELECTION METHODOLOGY OF THE DECISION SUPPORT SYSTEM
    Patalas-Maliszewska, Justyna
    Krupa, Tadeusz
    FOUNDATIONS OF MANAGEMENT, 2010, 2 (02) : 51 - 62
  • [8] An interactive multicriteria decision support system for the maintenance
    Simeu-Abazi, Z
    SAFETY AND RELIABILITY, VOLS 1 & 2, 1999, : 795 - 800
  • [9] A multicriteria decision support system for bank rating
    Doumpos, Michael
    Zopounidis, Constantin
    DECISION SUPPORT SYSTEMS, 2010, 50 (01) : 55 - 63
  • [10] A multicriteria decision support system for housing evaluation
    Natividade-Jesus, Eduardo
    Coutinho-Rodrigues, Joao
    Antunes, Carlos Henggeler
    DECISION SUPPORT SYSTEMS, 2007, 43 (03) : 779 - 790