Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining
In order to study the problem that most of the existing Web-based distance education systems lack the monitoring of the learning process and the evaluation of students’ online learning behavior, a method of designing an online learning behavior evaluation system based on data mining is proposed, and...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/4259913 |
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| _version_ | 1832551182324727808 |
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| author | Bo Zhang Jiali Xie |
| author_facet | Bo Zhang Jiali Xie |
| author_sort | Bo Zhang |
| collection | DOAJ |
| description | In order to study the problem that most of the existing Web-based distance education systems lack the monitoring of the learning process and the evaluation of students’ online learning behavior, a method of designing an online learning behavior evaluation system based on data mining is proposed, and an online learning behavior evaluation system is implemented. The system evaluates students’ online learning and gives formative evaluation results. The evaluation results are more accurate, and the recognition of teachers and students is more than 90%. The application of the system provides methods and means for objective, fair, and reasonable evaluation of students’ online learning and plays a guiding role for students in rationally arranging online learning; 99% of users said that the application of this system has a greater effect on promoting ordinary online learning help. The application of the system promotes students’ online learning to a certain extent, and the “learning behavior-effect” model constructed by the system has guiding significance for students to reasonably arrange online learning. |
| format | Article |
| id | doaj-art-51006c4fe2f74b8b9f8887cc2ae057f4 |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-51006c4fe2f74b8b9f8887cc2ae057f42025-02-03T06:04:44ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/4259913Design and Implementation of an Online Learning Behavior Evaluation System Based on Data MiningBo Zhang0Jiali Xie1Software InstituteShijiazhuang Institute of TechnologyIn order to study the problem that most of the existing Web-based distance education systems lack the monitoring of the learning process and the evaluation of students’ online learning behavior, a method of designing an online learning behavior evaluation system based on data mining is proposed, and an online learning behavior evaluation system is implemented. The system evaluates students’ online learning and gives formative evaluation results. The evaluation results are more accurate, and the recognition of teachers and students is more than 90%. The application of the system provides methods and means for objective, fair, and reasonable evaluation of students’ online learning and plays a guiding role for students in rationally arranging online learning; 99% of users said that the application of this system has a greater effect on promoting ordinary online learning help. The application of the system promotes students’ online learning to a certain extent, and the “learning behavior-effect” model constructed by the system has guiding significance for students to reasonably arrange online learning.http://dx.doi.org/10.1155/2022/4259913 |
| spellingShingle | Bo Zhang Jiali Xie Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining Advances in Multimedia |
| title | Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining |
| title_full | Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining |
| title_fullStr | Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining |
| title_full_unstemmed | Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining |
| title_short | Design and Implementation of an Online Learning Behavior Evaluation System Based on Data Mining |
| title_sort | design and implementation of an online learning behavior evaluation system based on data mining |
| url | http://dx.doi.org/10.1155/2022/4259913 |
| work_keys_str_mv | AT bozhang designandimplementationofanonlinelearningbehaviorevaluationsystembasedondatamining AT jialixie designandimplementationofanonlinelearningbehaviorevaluationsystembasedondatamining |