An ontology-driven framework for specifying, adapting and implementing educational settings

被引:3
|
作者
Rius, Angels [1 ]
Conesa, Jordi [1 ]
Garcia-Barriocanal, Elena [2 ]
Angel Sicilia, Miguel [2 ]
机构
[1] Univ Oberta Catalunya, Estudis Informat & Multimedia, Rambla Poblenou 156, E-08018 Barcelona, Spain
[2] Univ Alcala, Dept Comp Sci, Ctra Barcelona Km 33,600-28871, Madrid, Spain
关键词
Educational settings; ontologies; mapping; reuse; data sharing; workflow management;
D O I
10.3233/AO-170176
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Learning institutions can work in very different manners, but they all share many common and regularly repeated processes. The unambiguous specification of both the processes involved in educational activities and how to adapt such processes to different contexts have not been covered by standards and specifications up to now. Therefore, processes are usually defined from scratch, even when they share and can reuse a great deal of other processes. Taking into account all learning institutions share many common and regularly repeated processes and the high number of information systems involved in educational activities, this lack of specification, reutilization and integration may be very limiting; making the deployment of educational processes repetitive and costly, while they could be easily automated. The goal of the presented research is to address this problem, by providing a system to facilitate the specification of educational processes, to promote their reusability and adaptability and to automate their implementation. To do so, the paper presents an integrated ontological framework that allows creating (or reusing) generic educational processes, adapting them to the particularities of each organization and generating part of their implementations. The framework has been constructed integrating different existing ontologies by providing an intermediate ontological level that connects them. The paper describes the details of the framework, evaluates its feasibility, shows some of its limitations and provides its improvement opportunities. The evaluation was carried out in the context of the Universitat Oberta de Catalunya (UOC), a real, complex and representative educational setting.
引用
收藏
页码:33 / 58
页数:26
相关论文
共 50 条
  • [1] An Ontology-Driven Software Development Framework
    Mavetera, Nehemiah
    Kroeze, Jan
    [J]. BUSINESS TRANSFORMATION THROUGH INNOVATION AND KNOWLEDGE MANAGEMENT: AN ACADEMIC PERSPECTIVE, VOLS 3 AND 4, 2010, : 1713 - 1724
  • [2] Framework for ontology-driven decision making
    Baclawski, Kenneth
    Chan, Eric S.
    Gawlick, Dieter
    Ghoneimy, Adel
    Gross, Kenny
    Liu, Zhen Hua
    Zhang, Xing
    [J]. APPLIED ONTOLOGY, 2017, 12 (3-4) : 245 - 273
  • [3] An ontology-driven process modeling framework
    Greco, G
    Guzzo, A
    Pontieri, L
    Saccà, D
    [J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, 3180 : 13 - 23
  • [4] Ontology-driven development of intelligent educational systems
    Deline, Gordon
    Lin, Fuhua
    Wen, Dunwei
    Gagevic, Dragan
    Kinshuk, A.
    [J]. 2007 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 34 - 37
  • [5] Ontology-driven Framework for Community Networking Management
    Barraca, Joao Paulo
    Aguiar, Rui L.
    [J]. 2008 INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS, VOLS 1 AND 2, 2008, : 353 - 359
  • [6] A PRACTICAL ONTOLOGY-DRIVEN WORKFLOW COMPOSITION FRAMEWORK
    Huy Pham
    Stacey, Deborah
    Dara, Rozita
    [J]. KEOD 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2011, : 242 - 248
  • [7] An ontology-driven framework for data transformation in scientific workflows
    Bowers, S
    Ludäscher, B
    [J]. DATA INTEGRATION IN THE LIFE SCIENCES, PROCEEDINGS, 2004, 2994 : 1 - 16
  • [8] An Ontology-Driven Framework for Data Transformation in Scientific Workflows
    Bowers, Shawn
    Ludäscher, Bertram
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, 2994 : 1 - 16
  • [9] A Framework Model Study for Ontology-driven ETL Processes
    Zhang, Zhuolun
    Wang, Sufen
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 11397 - 11400
  • [10] An ontology-driven framework for process-oriented applications
    Benjamin, P
    Akella, KV
    Malek, K
    Fernandes, R
    [J]. PROCEEDINGS OF THE 2005 WINTER SIMULATION CONFERENCE, VOLS 1-4, 2005, : 2355 - 2363