A multidisciplinary approach for supporting knowledge-based decision making in collaborative settings

被引:4
|
作者
Evangelou, Christina E. [1 ]
Karacapilidis, Nikos [2 ]
机构
[1] Comp Technol Inst, Res Acad, eLearning Sector, Rion 26500, Achaia, Greece
[2] Univ Patras, MEAD, Ind Management & Informat Syst Lab, Rion 26504, Greece
关键词
collaboration; decision making; knowledge management; argumentation; ontologies; XML technologies; strategy development;
D O I
10.1142/S0218213007003631
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Collaborative decision making is a core organizational activity that comprises a series of knowledge representation and processing tasks. Moreover, it is often carried out through argumentative discourses between the stakeholders involved. This paper exploits and elaborates on the synergy that occurs between the decision making and knowledge management processes in such contexts. The proposed multidisciplinary approach is supported by a web-based software tool. Being based on a well-defined ontology model, our approach facilitates decision makers in achieving a common understanding, while also enhancing collaboration and exploitation of organizational knowledge resources. Strategy development is the particular knowledge domain considered in this paper to demonstrate the applicability of the proposed tool.
引用
收藏
页码:1069 / 1092
页数:24
相关论文
共 50 条
  • [31] A Robust Decision-Making Framework Based on Collaborative Agents
    Florez-Lozano, Johana M.
    Caraffini, Fabio
    Parra, Carlos
    Gongora, Mario
    IEEE ACCESS, 2020, 8 (08): : 150974 - 150988
  • [32] How to Improve Collaborative Decision Making in the Context of Knowledge Management
    Saad, Ines
    Grundtsein, Michel
    Rosenthal-Sabroux, Camille
    COLLABORATIVE DECISION MAKING: PERSPECTIVES AND CHALLENGES, 2008, 176 : 493 - +
  • [33] Integrating Agents into a Collaborative Knowledge-based System for Business Rules Consistency Management
    Sad Houari, Nawal
    Taghezout, Noria
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2016, 4 (02): : 61 - 72
  • [34] Collaborative multidisciplinary decision making using game theory and design capability indices
    Angran Xiao
    Sai Zeng
    Janet K. Allen
    David W. Rosen
    Farrokh Mistree
    Research in Engineering Design, 2005, 16 : 57 - 72
  • [35] Service Innovation: A Knowledge-based Approach
    Buhagiar, Kristina
    Pace, Lisa A.
    Dingli, Sandra M.
    PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT (KMIS), VOL 3, 2021, : 119 - 125
  • [36] Hajj-QAES: A Knowledge-Based Expert System to Support Hajj Pilgrims in Decision Making
    Sulaiman, Shahida
    Mohamed, Hasimah
    Arshad, Muhammad Rafie Mohd
    Rashid, Nur'Aini Abdul
    Yusof, Umi Kalsom
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT, VOL 1, 2009, : 442 - 446
  • [37] A SOA Approach to Collaborative Decision Making in Organizational Networks
    Mircea, Marinela
    INNOVATION VISION 2020: FROM REGIONAL DEVELOPMENT SUSTAINABILITY TO GLOBAL ECONOMIC GROWTH, VOL I-VI, 2015, : 117 - 127
  • [38] Collaborative multidisciplinary decision making using game theory and design capability indices
    Xiao, AR
    Zeng, S
    Allen, JK
    Rosen, DW
    Mistree, F
    RESEARCH IN ENGINEERING DESIGN, 2005, 16 (1-2) : 57 - 72
  • [39] An Argumentation Based Method for Collaborative Decision Making
    Sedki, Karima
    Despres, Sylvie
    Ng, Romain
    2016 INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS AND COMPUTER SYSTEMS (CIICS), 2016,
  • [40] An argumentation-based approach for decision making
    Mueller, Jann
    Hunter, Anthony
    2012 IEEE 24TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2012), VOL 1, 2012, : 564 - 571