Jontorisk: An ontology-based platform for knowledge-based simulation modeling in financial risk management

被引:0
|
作者
Cuske, C [1 ]
Dickopp, T [1 ]
Seedorf, S [1 ]
机构
[1] Univ Mannheim, D-68131 Mannheim, Germany
关键词
finance; risk analysis; computer systems; model design; Al-supported simulation;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Modeling and Simulation has become a well-established approach to efficiently back financial risk management applications. One major challenge though, remains the task of bringing together the domain-specific knowledge with the technical skills required for the implementation. This possibly results in a semantic gap between a domain's conceptualization and its technical representation inside the simulation. In this paper we argue towards improving Simulation engineering in risk management through the utilization of domain knowledge. In order to enhance the process of modeling simulations, we integrate common characteristics of the problem domain into the ontology-based simulation platform JOntoRisk. The transfer to the technical representation is hereby automated and the semantic gap closed. The proof of concept is conceded by simulating a basic technology risk environment using our platform.
引用
收藏
页码:79 / 86
页数:8
相关论文
共 50 条
  • [41] Ontology-Based Modeling of Effect-Based Knowledge in Disaster Response
    Santos Santos, Leopoldo
    Sicilia, Miguel-Angel
    Garcia-Barriocanal, Elena
    INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2019, 15 (01) : 102 - 118
  • [42] Ontology-based knowledge management for joint venture projects
    Ku, Kuo-Cheng
    Wensley, Anthony
    Kao, Hsing-Pei
    EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (1-2) : 187 - 197
  • [43] Change discovery in ontology-based knowledge management systems
    Stojanovic, L
    Stojanovic, N
    Maedche, A
    ADVANCED CONCEPTUAL MODELING TECHNIQUES, 2003, 2784 : 51 - 62
  • [44] A framework for an ontology-based approach for knowledge management in innovation
    Warschat, J
    Auernhammer, K
    Slama, A
    CONCURRENT ENGINEERING: ADVANCED DESIGN, PRODUCTION AND MANAGEMENT SYSTEMS, 2003, : 139 - 145
  • [45] An Ontology-Based Research on Knowledge Management in College Libraries
    Zhou Xiaomei
    Zhang Yan
    Li Hailan
    Wang Meiling
    EDUCATION AND EDUCATION MANAGEMENT, 2011, 2 : 659 - 662
  • [46] DOKMF: Distributed ontology-based knowledge management framework
    Wang, Guangming
    Yang, Lu
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGS, 2007, : 2 - 6
  • [47] An ontology-based knowledge management system for industry clusters
    Sureephong, Pradorn
    Chakpitak, Nopasit
    Ouzrout, Yacine
    Bouras, Abdelaziz
    GLOBAL DESIGN TO GAIN A COMPETITIVE EDGE: AN HOLISTIC AND COLLABORATIVE DESIGN APPROACH BASED ON COMPUTATIONAL TOOLS, 2008, : 333 - +
  • [48] KNOWLEDGE-BASED MODELING AND SIMULATION COMPONENTS
    KAMINSKI, J
    COSIC, C
    STROHM, G
    KEPNER, J
    BYCURA, J
    1989 WINTER SIMULATION CONFERENCE PROCEEDINGS, 1989, : 222 - 231
  • [49] Ontology-based Knowledge Retrieval
    Diez-Rodriguez, Hector
    Morales-Luna, Guillermo
    Olmedo-Aguirre, Jose Oscar
    PROCEEDINGS OF THE SPECIAL SESSION OF THE SEVENTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE - MICAI 2008, 2008, : 23 - +
  • [50] Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning
    John K. Tarus
    Zhendong Niu
    Ghulam Mustafa
    Artificial Intelligence Review, 2018, 50 : 21 - 48