Uncertainty representation in software models: a survey

被引:45
|
作者
Troya, Javier [1 ]
Moreno, Nathalie [2 ]
Bertoa, Manuel F. [2 ]
Vallecillo, Antonio [2 ]
机构
[1] Univ Seville, SCORE Lab, Inst I3US, Seville, Spain
[2] Univ Malaga, ITIS Software, Malaga, Spain
来源
SOFTWARE AND SYSTEMS MODELING | 2021年 / 20卷 / 04期
关键词
Software models; Uncertainty; Modeling languages; UML; Systematic literature review; CYBER-PHYSICAL SYSTEMS; FUZZY UML MODELS; SEQUENCE DIAGRAMS; RELATIONAL DATABASES; DESCRIPTION LOGIC; EXTENDING UML; PETRI NETS; FRAMEWORK; REQUIREMENTS; INFORMATION;
D O I
10.1007/s10270-020-00842-1
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper provides a comprehensive overview and analysis of research work on how uncertainty is currently represented in software models. The survey presents the definitions and current research status of different proposals for addressing uncertainty modeling and introduces a classification framework that allows to compare and classify existing proposals, analyze their current status and identify new trends. In addition, we discuss possible future research directions, opportunities and challenges.
引用
收藏
页码:1183 / 1213
页数:31
相关论文
共 50 条
  • [21] Evaluation of software for propagating uncertainty through risk assessment models
    Metzger, JN
    Fjeld, RA
    Hammonds, JS
    Hoffman, FO
    HUMAN AND ECOLOGICAL RISK ASSESSMENT, 1998, 4 (02): : 263 - 290
  • [22] Uncertainty associated with survey design in Species Distribution Models
    Tessarolo, Geiziane
    Rangel, Thiago F.
    Araujo, Miguel B.
    Hortal, Joaquin
    DIVERSITY AND DISTRIBUTIONS, 2014, 20 (11) : 1258 - 1269
  • [23] A constraint-based approach to the representation of software usage models
    Poore, J
    Walton, GH
    Whittaker, JA
    INFORMATION AND SOFTWARE TECHNOLOGY, 2000, 42 (12) : 825 - 833
  • [24] Transformers for Tabular Data Representation: A Survey of Models and Applications
    Badaro, Gilbert
    Saeed, Mohammed
    Papotti, Paolo
    TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2023, 11 : 227 - 249
  • [25] Software cost estimation models: A survey of key research
    Al-Elaiwi, AH
    Shaikh, MA
    Whittaker, JA
    ISE'2001: PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON INFORMATION SYSTEMS AND ENGINEERING, 2001, : 194 - 201
  • [26] A Comparative Survey of Economic Models for Software Product Lines
    Ali, Muhammad Sarmad
    Babar, Muhammad Ali
    Schmid, Klaus
    2009 35TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS, PROCEEDINGS, 2009, : 275 - +
  • [27] Survey on software trustworthiness evaluation: standards, models and tools
    Shen G.-H.
    Huang Z.-Q.
    Xie B.
    Zhu Y.-Q.
    Liao L.-L.
    Wang F.
    Liu Y.-L.
    Ruan Jian Xue Bao/Journal of Software, 2016, 27 (04): : 955 - 968
  • [28] A survey of software for fitting capture-recapture models
    Bunge, John A.
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2013, 5 (02): : 114 - 120
  • [29] A Comprehensive Survey on Word Representation Models: From Classical to State-of-the-Art Word Representation Language Models
    Naseem, Usman
    Razzak, Imran
    Khan, Shah Khalid
    Prasad, Mukesh
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021, 20 (05)
  • [30] Representation of Uncertainty in Electric Energy Market Models: Pricing Implication and Formulation
    Ghaljehei, Mohammad
    Khorsand, Mojdeh
    IEEE SYSTEMS JOURNAL, 2021, 15 (03): : 3703 - 3713