Personalized Teaching Platform Based on Web Data Mining

被引:4
作者
Wang, Lanzhong [1 ]
机构
[1] Shandong Univ, Jinan, Peoples R China
关键词
personalized teaching platform; modern distance education; web data mining;
D O I
10.3991/ijet.v11i11.6253
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
The purpose of this study is to develop a distance personalized teaching platform. The web data mining is used for the construction of the system and by analyzing the character of web data mining (WDM) and the essence of personalization teaching and instruction, based on WDM, The system contains knowledge base, individual database, WDM and web server four modules. The web data mining is used for the construction of the system and by analyzing the character of web data mining (WDM) and the essence of personalization teaching and instruction. Simulation results show that model has important enlightenment and pushing effect for promoting the individual service and improving teaching quality of modern distance education.
引用
收藏
页码:15 / 20
页数:6
相关论文
共 50 条
[31]   A Novel Intelligent Recommendation Algorithm based on Web Data Mining Technique under the Background of Deep Neural Network [J].
Yang, Changchun ;
Wang, Jun ;
Yuan, Min ;
Lei, Chenyang .
INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (02) :437-450
[32]   Analyzes and Solves the Top Enterprise Network Data Security Issues with the Web Data Mining Technology [J].
Chai, Wenguang .
FIRST INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS, PROCEEDINGS, 2009, :312-314
[33]   FCA -based web user profile mining for topics of interest [J].
He, Huang ;
Hai, Huang ;
Rujing, Wang .
2007 IEEE INTERNATIONAL CONFERENCE ON INTEGRATION TECHNOLOGY, PROCEEDINGS, 2007, :778-+
[34]   Multi-Feature and DAG-Based Multi-Tree Matching Algorithm for Automatic Web Data Mining [J].
Shi, Shengsheng ;
Liu, Chengfei ;
Yuan, Chunfeng ;
Huang, Yihua .
2014 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 1, 2014, :118-125
[35]   A Proposal of Web Data Mining Application for Mapping Crime Areas in the Czech Republic [J].
Lnenicka, Martin ;
Hovad, Jan ;
Komarkova, Jitka ;
Pasler, Miroslav .
2015 10TH INTERNATIONAL JOINT CONFERENCE ON SOFTWARE TECHNOLOGIES (ICSOFT), VOL 1, 2015, :450-455
[36]   Research on the Application of Web Data Mining Technology in Tourism E-Commerce [J].
Hu Jing-fang ;
Li Bu-sheng .
2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
[37]   Introducing the Concept of Decisional DNA-Based Web Content Mining [J].
Wang, Peng ;
Sanin, Cesar ;
Szczerbicki, Edward .
CYBERNETICS AND SYSTEMS, 2012, 43 (02) :136-142
[38]   Research of Data Mining Based on E-Commerce [J].
Li Yong-hong ;
Liu Xiao-liang .
ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4, 2010, :719-722
[39]   Modeling Personalized Smart Teaching for Learner Needs [J].
Wu J. .
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[40]   A CNN based real-time eye tracker for web mining applications [J].
Kenan Donuk ;
Ali Ari ;
Davut Hanbay .
Multimedia Tools and Applications, 2022, 81 :39103-39120