Multi-level ontology-based conceptual modeling

被引:36
|
作者
Carvalho, Victorio A. [1 ,2 ]
Almeida, Joao Paulo A. [1 ]
Fonseca, Claudenir M. [1 ]
Guizzardi, Giancarlo [1 ,3 ]
机构
[1] Fed Univ Espirito Santo UFES, Ontol & Conceptual Modeling Res Grp NEMO, Vitoria, ES, Brazil
[2] Fed Inst Espirito Santo IFES, Dept Informat, Res Grp Appl Informat, Colatina, ES, Brazil
[3] Free Univ Bozen Bolzano, Fac Comp Sci, Bolzano, Italy
关键词
Ontology; Conceptual modeling; Multi-level modeling;
D O I
10.1016/j.datak.2017.03.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Since the late 1980s, there has been a growing interest in the use of foundational ontologies to provide a sound theoretical basis for the discipline of conceptual modeling. This has led to the development of ontology-based conceptual modeling techniques whose modeling primitives reflect the conceptual categories defined in a foundational ontology. The ontology-based conceptual modeling language OntoUML, for example, incorporates the distinctions underlying the taxonomy of types in the Unified Foundational Ontology (UFO) (e.g., kinds, phases, roles, mixins, etc.). This approach has focused so far on the support to types whose instances are individuals in the subject domain, with no provision for types of types (or categories of categories). In this paper we address this limitation by extending the Unified Foundational Ontology with the MLT multi-level theory. The UFO-MLT combination serves as a foundation for conceptual models that can benefit from the ontological distinctions of UFO as well as MLT's basic concepts and patterns for multi-level modeling. We discuss the impact of the extended foundation to multi-level conceptual modeling.
引用
收藏
页码:3 / 24
页数:22
相关论文
共 50 条
  • [1] Extending the Foundations of Ontology-Based Conceptual Modeling with a Multi-level Theory
    Carvalho, Victorio A.
    Almeida, Joao Paulo A.
    Fonseca, Claudenir M.
    Guizzardi, Giancarlo
    [J]. CONCEPTUAL MODELING, ER 2015, 2015, 9381 : 119 - 133
  • [2] An Ontology-based Algorithm for Managing the Evolution of Multi-Level Territorial Partitions
    Bernard, Camille
    Plumejeaud-Perreau, Christine
    Villanova-Oliver, Marlene
    Gensel, Jerome
    Dao, Hy
    [J]. 26TH ACM SIGSPATIAL INTERNATIONAL CONFERENCE ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS (ACM SIGSPATIAL GIS 2018), 2018, : 456 - 459
  • [3] Ontology-Driven Multi-Level Conceptual Modeling for Dataset and Distributions Descriptions
    Borges, Vania
    Prata, Eduardo M.
    Campos, Maria Luiza M.
    [J]. FORMAL ONTOLOGY IN INFORMATION SYSTEMS, FOIS 2023, 2023, 377 : 242 - 256
  • [4] Multi-level Conceptual Modeling and OWL
    Neumayr, Bernd
    Schrefl, Michael
    [J]. ADVANCES IN CONCEPTUAL MODELING - CHALLENGES PERSPECTIVES, 2009, 5833 : 189 - 199
  • [5] An ontology-based multi-level semantic representation model for learning objects annotation
    Rezgui, Kalthoum
    Mhiri, Hedia
    Ghedira, Khaled
    [J]. 2017 IEEE/ACS 14TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2017, : 1391 - 1398
  • [6] A Multi-level Knowledge Representation Ontology for Conceptual Design
    Guo, Qiantong
    Tian, Ling
    Wu, Yuanhao
    [J]. PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE, 2015, : 401 - 405
  • [7] Ontology-Based Conceptual Domain Modeling for Educational Portal
    Gavrilova, Tatiana
    Gorovoy, Vladimir
    Petrashen, Elena
    [J]. ICALT: 2009 IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, 2009, : 495 - 496
  • [8] Ontology-based Product Information Modeling of Conceptual Design
    Wang Youyuan
    [J]. ECBI: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE AND BUSINESS INTELLIGENCE, PROCEEDINGS, 2009, : 53 - 56
  • [9] Epistemological perspectives on ontology-based theories for conceptual modeling
    Recker, Jan
    Niehaves, Bjorn
    [J]. APPLIED ONTOLOGY, 2008, 3 (1-2) : 111 - 130
  • [10] Ontology-based verification of core model conformity in conceptual modeling
    Hess, Claudia
    Schlieder, Christoph
    [J]. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2006, 30 (05) : 543 - 561