Computer Science ›› 2019, Vol. 46 ›› Issue (6A): 598-600.

• Interdiscipline & Application • Previous Articles     Next Articles

Approach for Discovering Prerequisite Relationships Between User Generated Learning Resources

XIAO Kui1, CHEN Zhi-xiong1, LIU Guo-jun1, HUANG Zhi-fang2   

  1. School of Computer Science and Information Engineering,Hubei University,Wuhan 430062,China1;
    School of Education,Hubei University,Wuhan 430062,China2
  • Online:2019-06-14 Published:2019-07-02

Abstract: In recent years,the number of user generated learning resources grew rapidly along with the popularity of the Internet.This paper proposed an approach for discovering prerequisite relationships between user generated learning resources based on Wikipedia.The relationships between related learning resources are find out by Wikipedia categories,article links,as well as article length.The experiment results show that these properties are useful for sequencing lear-ning resources.

Key words: Course building, Learning objects sequencing, Prerequisite relationship, User generated learning resource, Wikipedia

CLC Number: 

  • TP391.1
[1]GASPARETTI F,LIMONGELLI C,SCIARRONE F.Exploiting wikipedia for discovering prerequisite relationships among learning objects[C]∥2015 International Conference on Information Technology Based Higher Education and Training (ITHET).IEEE,2015:1-6.
[2]GRASHA A F.Teaching with style:The integration of teaching and learning styles in the classroom[J].Essays on Teaching Excellence,1996,7(5):1995-1996.
[3]GASPARETTI F,LIMONGELLI C,SCIARRONE F.A content-based approach for supporting teachers in discovering dependency relationships between instructional units in distance learning environments[C]∥International Conference on Human-Computer Interaction.Springer,Cham,2015:241-246.
[4]LIMONGELLI C,GASPARETTI F,SCIARRONE F.Wiki course builder:a system for retrieving and sequencing didactic materials from wikipedia[C]∥2015 International Conference on Information Technology Based Higher Education and Trai-ning (ITHET).IEEE,2015:1-6.
[5]GASPARETTI F,LIMONGELLI C,MILITA A,et al.Sequencing wikipedia pages:An on-the-fly approach to course building[C]∥Proceedings of the 8th International Conference on Computer Supported Education.SCITEPRESS-Science and Techno-logy Publications,Lda,2016:397-404.
[6]DE MEDIO C,GASPARETTI F,LIMONGELLI C,et al.Automatic Extraction and Sequencing of Wikipedia Pages for Smart Course Building[C]∥2017 21st International Conference Information Visualisation(IV).IEEE,2017:378-383.
[7]万力勇,赵呈领.用户生成性学习资源的质量控制框架与策略研究——以维基百科为例[J].远程教育杂志,2013,31(6):18-25.
[8]万力勇,黄志芳,邢楠,等.用户生成性学习资源建设的驱动因素研究——以百度百科平台为例[J].电化教育研究,2015,36(2):50-57.
[9]FORTE A,BRUCKMAN A.From Wikipedia to the classroom:Exploring online publication and learning[C]∥Proceedings of the 7th international conference on Learning sciences.International Society of the Learning Sciences,2006:182-188.
[10]PARKER K,CHAO J.Wiki as a teaching tool[J].Interdisciplinary Journal of e-learning and Learning Objects,2007,3(1),57-72.
[11]ALLEN M,TAY E.Wikis as individual student learning tools:The limitations of technology[J].International Journal of Information and Communication Technology Education(IJICTE),2012,8(2):61-71.
[12]COLE M.Using Wiki technology to support student engagement:Lessons from the trenches[J].Computers & education,2009,52(1):141-146.
[13]MEYER M,RENSING C,STEINMETZ R.Categorizing Lear-ning Objects Based On Wikipedia as Substitute Corpus[C]∥First International Workshop on Learning Object Discovery & Exchange.FIRE/LRE,2017:64-71.
[14]DE MEDIO C,GASPARETTI F,LIMONGELLI C,et al.Automatic extraction of prerequisites among learning objects using wikipedia-based content analysis[C]∥International Conference on Intelligent Tutoring Systems.Springer,Cham,2016:375-381.
[15]GARLASCHELLI D,LOFFREDO M I.Patterns of link reci-procity in directed networks[J].Physical review letters,2004,93(26):268701.
[1] PENG Li-zhen and WU Yang-yang. Semantic Similarity Computing Based on Community Mining of Wikipedia [J]. Computer Science, 2016, 43(4): 45-49.
[2] ZHAO Dong-jie,HAO Li,LI De-yi,WANG Hua,HE Yu. Research on Article Edit Characteristic in Wikipedia [J]. Computer Science, 2011, 38(Z10): 153-156.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!