Ontology-based Integration and Sharing of Big Data Educational Resources

被引:4
|
作者
Xiong, Jing [1 ]
Liu, Yuntong [1 ]
Liu, Wei [2 ]
机构
[1] Anyang Normal Univ, Sch Comp & Informat Engn, Anyang, Peoples R China
[2] Neusoft Grp Ltd, Dept Govt Div 3, Jinan, Peoples R China
关键词
ontology; educational resources; big data; semantic integration; information retrieval;
D O I
10.1109/WISA.2014.51
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the era of big data, massive educational resources are stored on the internet and mobile networks. However, most of these resources are heterogeneous and decentralized, they have different format. The resources are designed for humans to read and not understandable to the machine. Their low level sharing and reuse make them difficult to acquire. How to access the resources the users need quickly and efficiently and take advantage of them is a serious problem. In order to solve the problem, an ontology-based integration educational resources framework and sharing strategies are proposed. Using the advantages of ontological semantics these educational resources can be annotated semantically, so that the computer can understand and deal with the marked information. The ontology-based integration and sharing strategies can improve the recall and precision of the educational resources retrieval.
引用
收藏
页码:245 / 248
页数:4
相关论文
共 50 条
  • [1] Ontology-Based Data Integration and Sharing for Facility Maintenance Management
    Chen, Weiwei
    Das, Moumita
    Chen, Keyu
    Cheng, Jack C. P.
    [J]. CONSTRUCTION RESEARCH CONGRESS 2020: COMPUTER APPLICATIONS, 2020, : 1353 - 1362
  • [2] Research on ontology-based emergency situation data integration and sharing
    Shan, Gao
    Rui, Gao
    Wenjun, Wang
    Xiankun, Zhang
    [J]. Journal of Convergence Information Technology, 2012, 7 (09) : 238 - 245
  • [3] Ontology-based integration of XML Web resources
    Amann, B
    Beeri, C
    Fundulaki, I
    Scholl, M
    [J]. SEMANTIC WEB - ISWC 2002, 2002, 2342 : 117 - 131
  • [4] Ontology-based integration of data sources
    Gagnon, Michel
    [J]. 2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 896 - 903
  • [5] A Framework For Ontology-based Data Integration
    Li Dong
    Huang Linpeng
    [J]. ICICSE: 2008 INTERNATIONAL CONFERENCE ON INTERNET COMPUTING IN SCIENCE AND ENGINEERING, PROCEEDINGS, 2008, : 207 - 214
  • [6] Ontology-based product data integration
    Guo, M
    Li, SP
    Dong, JX
    Fu, XJ
    Hu, YJ
    Yin, QW
    [J]. AINA 2003: 17TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, 2003, : 530 - 533
  • [7] Ontology-based integration for relational data
    Dou, DJ
    LePendu, P
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2005: OTM 2005 WORKSHOPS, PROCEEDINGS, 2005, 3762 : 35 - 36
  • [8] An Ontology-based Framework for Itembank Integration and Knowledge Sharing
    Tseng, Shih-Pang
    Chiang, Ming-Chao
    Yang, Chu-Sing
    Tsai, Chun-Wei
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2010, 12 (02) : 116 - 124
  • [9] Ontology-based integration of heterogeneous material data resources in Product Lifecycle Management
    Rahmani, Touba
    Bougain, Sebastien
    Gerhard, Detlef
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 4589 - 4594
  • [10] Ontology-Based Approaches to Big Data Analytics
    Konys, Agnieszka
    [J]. HARD AND SOFT COMPUTING FOR ARTIFICIAL INTELLIGENCE, MULTIMEDIA AND SECURITY, 2017, 534 : 355 - 365