Personalized Distance Learning System based on Sequence Analysis Algorithm

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Title Personalized Distance Learning System based on Sequence Analysis Algorithm
 
Creator Zhao, Ji-chun; Beijing Academy of Agriculture and Forestry Sciences Institute of Agricultural Information, Chinese Academy of Agricultural Sciences
Liu, Shi-hong; Institute of Agricultural Information, Chinese Academy of Agricultural Sciences
Zhang, Jun-feng; Beijing Academy of Agriculture and Forestry Sciences The Research Center of Beijing Engineering technology for Rural Remote Information Services
 
Subject Distance Learning; Sequence Analysis; Personalized Learning
 
Description Personalized learning system can provide users with the most valuable learning resource to them through intelligent recommendation models and algorithms. This paper proposed the classical sequence analysis algorithms, and the Prefixspan algorithm is validated through distance learning platform data. In the event that the minimum support threshold is between 0.003 to 0.004%, test data shows that the performance of the algorithm's accuracy rate is relatively stable and the recommendation effect is satisfactory.
 
Publisher kassel university press GmbH
 
Contributor
 
Date 2015-08-31
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion

 
Format application/pdf
 
Identifier https://online-journals.org/index.php/i-joe/article/view/4764
10.3991/ijoe.v11i7.4764
 
Source International Journal of Online and Biomedical Engineering (iJOE); Vol 11, No 7 (2015): Special Issue MESI 2014; pp. 33-36
2626-8493
 
Language eng
 
Relation https://online-journals.org/index.php/i-joe/article/view/4764/3576
 
Rights Copyright (c) 2017 Ji-chun Zhao, Shi-hong Liu, Jun-feng Zhang
 

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