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Arguing with Behavior Influence: A Model for Web-Based Group Decision Support Systems

Author

Listed:
  • João Carneiro

    (GECAD — Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Institute of Engineering — Polytechnic of Porto, Portugal2ALGORITMI Centre, Informatics Department — University of Minho, Guimarães, Portugal)

  • Diogo Martinho

    (GECAD — Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Institute of Engineering — Polytechnic of Porto, Portugal)

  • Goreti Marreiros

    (GECAD — Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Institute of Engineering — Polytechnic of Porto, Portugal)

  • Paulo Novais

    (ALGORITMI Centre, Informatics Department — University of Minho, Guimarães, Portugal)

Abstract

In this work, we propose an argumentation-based dialogue model designed for Web-based Group Decision Support Systems, that considers the decision-makers’ intentions. The intentions are modeled as behavior styles which allow agents to interact with each other as humans would in face-to-face meetings. In addition, we propose a set of arguments that can be used by the agents to perform and evaluate requests, while considering the agents’ behavior style. The inclusion of decision-makers’ intentions intends to create a more reliable and realistic process. Our model proved, in different contexts, that higher levels of consensus and satisfaction are achieved when using agents modeled with behavior styles compared to agents without any features to represent the decision-makers’ intentions.

Suggested Citation

  • João Carneiro & Diogo Martinho & Goreti Marreiros & Paulo Novais, 2019. "Arguing with Behavior Influence: A Model for Web-Based Group Decision Support Systems," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 517-553, March.
    • Handle: RePEc:wsi:ijitdm:v:18:y:2019:i:02:n:s0219622018500542
    DOI: 10.1142/S0219622018500542
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    References listed on IDEAS

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    1. João Carneiro & Luís Conceição & Diogo Martinho & Goreti Marreiros & Paulo Novais, 2018. "Including cognitive aspects in multiple criteria decision analysis," Annals of Operations Research, Springer, vol. 265(2), pages 269-291, June.
    2. Oliver Chan & Alfred Ka Chun Ma, 2016. "Stochastic cost flow system for stock markets with an application in behavioral finance," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 3(04), pages 1-32, December.
    3. Gang Kou & Yanqun Lu & Yi Peng & Yong Shi, 2012. "Evaluation Of Classification Algorithms Using Mcdm And Rank Correlation," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 197-225.
    4. Zhangxi Lin & Andrew B. Whinston & Shaokun Fan, 2015. "Harnessing Internet finance with innovative cyber credit management," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 1(1), pages 1-24, December.
    5. Simon Buckingham Shum & Lorella Cannavacciuolo & Anna De Liddo & Luca Iandoli & Ivana Quinto, 2011. "Using Social Network Analysis to Support Collective Decision-Making Process," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 3(2), pages 15-31, April.
    6. Gerardine DeSanctis & R. Brent Gallupe, 1987. "A Foundation for the Study of Group Decision Support Systems," Management Science, INFORMS, vol. 33(5), pages 589-609, May.
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