A Framework of Educational App Repositories with Recommendation Powered by Social Tag Mining

被引:0
作者
Shih, Wen-Chung [1 ]
机构
[1] Asia Univ, Dept Appl Informat & Multimedia, Taichung 41354, Taiwan
来源
2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND APPLICATIONS (ICISA) | 2014年
关键词
Data mining; social tagging; tutor training; recommender systems; educational App repositories; DIAGNOSIS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Existing remedial instruction focuses on teacher-oriented or self-learning approaches. However, we think that the tutor-based approach with the support of educational repositories can provide students with an opportunity to correct their misconceptions. In this paper, the architecture is proposed to help users find suitable educational App's in repositories for the purpose of Math tutoring. The proposed recommender subsystem is combined with a social tagging mining approach. Evaluation results indicate that despite the need for further improvement, the tutoring method with the educational repositories is promising for remedial instruction.
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页数:3
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共 18 条
  • [1] Burke R., 2007, The Adaptive Web. Methods and Strategies of Web Personalization, P377
  • [2] Enhancement of student learning performance using personalized diagnosis and remedial learning system
    Chen, Ling-Hsiu
    [J]. COMPUTERS & EDUCATION, 2011, 56 (01) : 289 - 299
  • [3] Social trend tracking by time series based social tagging clustering
    Chen, Shihn-Yuarn
    Tseng, Tzu-Ting
    Ke, Hao-Ren
    Sun, Chuen-Tsai
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (10) : 12807 - 12817
  • [4] Which App? A recommender system of applications in markets: Implementation of the service for monitoring users' interaction
    Costa-Montenegro, Enrique
    Belen Barragans-Martinez, Ana
    Rey-Lopez, Marta
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (10) : 9367 - 9375
  • [5] Gaustad J., 1992, TUTORING AT RISK STU
  • [6] Heh JS, 2008, EDUC TECHNOL SOC, V11, P29
  • [7] Huang TH, 2012, EDUC TECHNOL SOC, V15, P248
  • [8] IMS Global Learning Consortium, 2003, IMS DIG REP INT COR
  • [9] A framework for tag-aware recommender systems
    Kim, Hyunwoo
    Kim, Hyoung-Joo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (08) : 4000 - 4009
  • [10] Pu H.-T., 2007, DEV APPL FOLKSONOMY