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] An Innovative Approach to Addressing Childhood Obesity: A Knowledge-Based Infrastructure for Supporting Multi-Stakeholder Partnership Decision-Making in Quebec, Canada
    Addy, Nii Antiaye
    Shaban-Nejad, Arash
    Buckeridge, David L.
    Dube, Laurette
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2015, 12 (02): : 1314 - 1333
  • [32] A knowledge-based approach to behavior decision in intelligent vehicles
    Lattner, AD
    Gehrke, JD
    Timm, IJ
    Herzog, O
    2005 IEEE INTELLIGENT VEHICLES SYMPOSIUM PROCEEDINGS, 2005, : 466 - 471
  • [33] KNOWLEDGE-BASED APPROACH TO MODULAR CONSTRUCTION DECISION SUPPORT
    MURTAZA, MB
    FISHER, DJ
    SKIBNIEWSKI, MJ
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1993, 119 (01): : 115 - 130
  • [34] Rough set approach to knowledge-based decision support
    Pawlak, Z
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 99 (01) : 48 - 57
  • [35] Development and evaluation of a knowledge-based decision-making approach for designing changeable manufacturing systems
    Francalanza, E.
    Borg, J.
    Constantinescu, C.
    CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2017, 16 : 81 - 101
  • [36] A decision-making module for aiding ship system automation design: A knowledge-based approach
    Arendt, Ryszard
    van Uden, Ewa
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (01) : 410 - 416
  • [37] A New Collaborative Knowledge-Based Approach for Wireless Sensor Networks
    Canada-Bago, Joaquin
    Angel Fernandez-Prieto, Jose
    Angel Gadeo-Martos, Manuel
    Ramon Velasco, Juan
    SENSORS, 2010, 10 (06) : 6044 - 6062
  • [38] A hybrid knowledge-based approach to collaborative filtering for improved recommendations
    Tyagi, Shweta
    Bharadwaj, Kamal K.
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2014, 18 (02) : 121 - 133
  • [39] Knowledge-Based Engineering Approach to Support Aircraft Multidisciplinary Design and Optimization
    La Rocca, Gianfranco
    van Tooren, Michel J. L.
    JOURNAL OF AIRCRAFT, 2009, 46 (06): : 1875 - 1885
  • [40] PREFERENCE-BASED DECISION-MAKING FOR COOPERATIVE KNOWLEDGE-BASED SYSTEMS
    WONG, STC
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, 1994, 12 (04) : 407 - 435