基于能力的DNA计算学习对象排序方法

D. Amina, Mohamed Ben Ali Yamina
{"title":"基于能力的DNA计算学习对象排序方法","authors":"D. Amina, Mohamed Ben Ali Yamina","doi":"10.1109/ICDATA52997.2021.00030","DOIUrl":null,"url":null,"abstract":"In the e- learning systems, a learning path is known as a sequence of learning materials linked to each others to help learners achieving their learning goals. As it is difficult to have the same learning path that suits different learners, the Curriculum Sequencing problem (CS) consists of the generation of a personalized learning path for each learner according to his learner profile. This last one is represented through competencies. The proposed approach includes two components: (1) competency based approach that is used to represent the knowledge model and to deliver to the learner the learning path; and (2) a DNA computing approach based on a weighted graph is used to deliver a learning path to each learner. An example regarding the course of algorithmic is presented to demonstrate the effectiveness of the proposed design. Results show that competency based DNA computing approach can generate a personalized learning path successfully.","PeriodicalId":231714,"journal":{"name":"2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Competenty-Based Approach for Learning Objects sequencing using DNA computing\",\"authors\":\"D. Amina, Mohamed Ben Ali Yamina\",\"doi\":\"10.1109/ICDATA52997.2021.00030\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the e- learning systems, a learning path is known as a sequence of learning materials linked to each others to help learners achieving their learning goals. As it is difficult to have the same learning path that suits different learners, the Curriculum Sequencing problem (CS) consists of the generation of a personalized learning path for each learner according to his learner profile. This last one is represented through competencies. The proposed approach includes two components: (1) competency based approach that is used to represent the knowledge model and to deliver to the learner the learning path; and (2) a DNA computing approach based on a weighted graph is used to deliver a learning path to each learner. An example regarding the course of algorithmic is presented to demonstrate the effectiveness of the proposed design. Results show that competency based DNA computing approach can generate a personalized learning path successfully.\",\"PeriodicalId\":231714,\"journal\":{\"name\":\"2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA)\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDATA52997.2021.00030\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDATA52997.2021.00030","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在电子学习系统中,学习路径被称为一系列相互联系的学习材料,以帮助学习者实现他们的学习目标。由于很难有适合不同学习者的相同学习路径,课程排序问题(CS)包括根据每个学习者的学习概况为每个学习者生成个性化的学习路径。最后一个是通过能力来表现的。该方法包括两个组成部分:(1)基于能力的方法,用于表示知识模型并向学习者提供学习路径;(2)使用基于加权图的DNA计算方法为每个学习者提供学习路径。最后以算法过程为例,验证了所提设计的有效性。结果表明,基于胜任力的DNA计算方法可以成功地生成个性化的学习路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Competenty-Based Approach for Learning Objects sequencing using DNA computing
In the e- learning systems, a learning path is known as a sequence of learning materials linked to each others to help learners achieving their learning goals. As it is difficult to have the same learning path that suits different learners, the Curriculum Sequencing problem (CS) consists of the generation of a personalized learning path for each learner according to his learner profile. This last one is represented through competencies. The proposed approach includes two components: (1) competency based approach that is used to represent the knowledge model and to deliver to the learner the learning path; and (2) a DNA computing approach based on a weighted graph is used to deliver a learning path to each learner. An example regarding the course of algorithmic is presented to demonstrate the effectiveness of the proposed design. Results show that competency based DNA computing approach can generate a personalized learning path successfully.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信