Situation assessments using object Oriented Probabilistic Relational Models

被引:0
|
作者
Howard, C [1 ]
Stumptner, M [1 ]
机构
[1] Def Sci & Technol Org, Elect Warfare & Radar Div, Edinburgh, SA 5111, Australia
关键词
automated reasoning; Bayesian networks Situation Assessment; Relational Models;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents Oriented Probabilistic Models (OPRMs), a new First Order Probabilistic Language. OPRMs are a probabilistic frame-based representation language which allow the problem domain to be modelled in a structured manner In terms of objects and the relationships between them We discuss our experience in applying Object Oriented Probabilistic Relational Models to the formulation of Situation Assessments In the tactical military domain and also describe the potential use of the language for deriving Impact Assessments.
引用
收藏
页码:1489 / 1496
页数:8
相关论文
共 50 条
  • [1] Automated compilation of Object-Oriented Probabilistic Relational Models
    Howard, Catherine
    Stumptner, Markus
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2009, 50 (09) : 1369 - 1398
  • [2] Unified Representation for Object Oriented and Relational Models
    Al-Fedaghi, Sabah
    [J]. 2014 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2014,
  • [3] Modeling relationships using the relational and object-oriented data models
    Sinha, AP
    Vessey, I
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 452 - 454
  • [4] Probabilistic reasoning techniques for situation assessments
    Howard, C
    Stumptner, M
    [J]. Third International Conference on Information Technology and Applications, Vol 1, Proceedings, 2005, : 383 - 386
  • [5] Probabilistic relational models
    Koller, D
    [J]. INDUCTIVE LOGIC PROGRAMMING, 1999, 1634 : 3 - 13
  • [6] RELATIONAL DATABASE DESIGN USING AN OBJECT-ORIENTED METHODOLOGY
    BLAHA, MR
    PREMERLANI, WJ
    RUMBAUGH, JE
    [J]. COMMUNICATIONS OF THE ACM, 1988, 31 (04) : 414 - 427
  • [7] Using Relational Topic Models to Capture Coupling among Classes in Object-Oriented Software Systems
    Gethers, Malcom
    Poshyvanyk, Denys
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, 2010,
  • [8] Qualitative Probabilistic Relational Models
    van der Gaag, Linda C.
    Leray, Philippe
    [J]. SCALABLE UNCERTAINTY MANAGEMENT (SUM 2018), 2018, 11142 : 276 - 289
  • [9] AN OBJECT-ORIENTED RELATIONAL DATABASE
    PREMERLANI, WJ
    BLAHA, MR
    RUMBAUGH, JE
    VARWIG, TA
    [J]. COMMUNICATIONS OF THE ACM, 1990, 33 (11) : 99 - 109
  • [10] ROOST - A RELATIONAL OBJECT ORIENTED SYSTEM
    ROUSSOPOULOS, N
    KIM, HS
    [J]. LECTURE NOTES IN COMPUTER SCIENCE, 1989, 367 : 404 - 420