Discovery of Interest Topics in Web-based Educational Communities

被引：0
|
作者：
Tobarra, Llanos [1 ]
Robles-Gomez, Antonio [1 ]
Ros, Salvador [1 ]
Hernandez, Roberto [1 ]
Caminero, Agustin C. [1 ]
机构：
[1] Spanish Univ Distance Educ, UNED, Control & Commun Syst Dept, Fac Comp Sci, Madrid 28040, Spain
来源：
2012 INTERNATIONAL SYMPOSIUM ON COMPUTERS IN EDUCATION (SIIE) | 2012年
关键词：
Learning Analytics; Interest Topics; Distance Education; Asynchronous Discussion Forums; STUDENT INTERACTIONS; CONSTRUCTION; DISCUSSIONS;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this work, the dynamics of interest topics in web-based educational environments are studied by analysing the students' interactions during the teaching/learning process. Forums are the main tools to observe these interactions for distance learning. Specific techniques are needed for analysing the large amount of data generated in the course, which allows faculty making interesting conclusions to improve it. In particular, we propose a set of algorithms to discover relevant topics (and subtopics) appeared in the forums' messages. The results obtained are also discussed in order to find out patterns of behaviour.
引用
收藏
页数：6
相关论文
共 50 条
  • [31] Web-based educational programs in precision agriculture
    Pocknee S.
    Kvien C.
    Rains G.
    Fiez T.
    Durfey J.
    Mask P.
    Precision Agriculture, 2002, 3 (4) : 327 - 340
  • [32] Web-based educational portal on EMF for children
    Ng, Kwan-Hoong
    Tan, Li-Kuo
    Kadri, Nahrizul Adib
    Lee, Siew-Eng
    Siow, Heng-Loke
    2006 INTERNATIONAL RF AND MICROWAVE CONFERENCE, PROCEEDINGS, 2006, : 377 - +
  • [33] Selected styles in Web-based educational research
    Marshall, Nancy
    GOVERNMENT INFORMATION QUARTERLY, 2007, 24 (01) : 233 - 234
  • [34] A web-based educational software for structural dynamics
    Panagiotopoulos, Christos G.
    Manolis, George D.
    COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2016, 24 (04) : 599 - 614
  • [35] Web-based communities in e-learning
    McArdle, Gavin
    Monahan, Teresa
    Bertolotto, Michela
    WEBIST 2007: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL SEBEG/EL: SOCIETY, E-BUSINESS AND E-GOVERNMENT, E-LEARNING, 2007, : 265 - +
  • [36] Supporting on demand collaboration in web-based communities
    Paal, Stefan
    Broecker, Lars
    Borowski, Marion
    SEVENTEENTH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2006, : 293 - +
  • [37] Towards web-based adaptive learning communities
    Gaudioso, E
    Boticario, JG
    ARTIFICIAL INTELLIGENCE IN EDUCATION: SHAPING THE FUTURE OF LEARNING THROUGH INTELLIGENT TECHNOLOGIES, 2003, 97 : 237 - 244
  • [38] On the development of adaptive web-based learning communities
    Rigou, M
    PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON WEB-BASED EDUCATION, 2004, : 625 - 630
  • [39] Semantic Web-Based Supplier Discovery Framework
    Lee, Jaehun
    Jung, Kiwook
    Kim, Bo Hyun
    Cho, Hyunbo
    ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: SUSTAINABLE PRODUCTION AND SERVICE SUPPLY CHAINS, PT 1, 2013, 414 : 477 - 484
  • [40] Teaching Dimension in Web-Based Learning Communities
    Pozzi, Francesca
    International Journal of Web-Based Learning and Teaching Technologies, 2008, 3 (03) : 34 - 43
12345