[1]宋庭新,肖立柯.基于个性课程推荐技术的线上学习地图设计[J].湖北工业大学学报,2023,(3):108-113.
　SONG Tinxin,XIAO Like.Design of Online Learning Map Based on Personalized [JZ]Course Recommendation Technology[J].,2023,(3):108-113.
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基于个性课程推荐技术的线上学习地图设计()
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《湖北工业大学学报》[ISSN:1003-4684/CN:42-1752/Z]

卷:
期数:
2023年第3期
页码:
108-113
栏目:
湖北工业大学学报
出版日期:
2023-07-06

文章信息/Info

Title:
Design of Online Learning Map Based on Personalized [JZ]Course Recommendation Technology
文章编号:
1003-4684(2023)03-0108-06
作者:
 宋庭新;  肖立柯
 湖北工业大学职业技术师范学院，湖北 武汉 430068
Author(s):
SONG Tinxin;  XIAO Like
Vocational and Technical Normal College, Hubei Univ. of Tech., Wuhan 430068, China
关键词:
 ; 学习地图' target="_blank" rel="external"> FONT-FAMILY: 宋体">学习地图;  课程推荐;  个性化学习
Keywords:
learning map' target="_blank" rel="external"> FONT-FAMILY: 宋体">learning map;  recommended courses;  personalized learning
分类号:
G434
文献标志码:
A
摘要:
 为有效利用线上课程学习资源来帮助职业教育发展，采用学习地图设计模式，以分层混合个性推荐算法为基础，通过挖掘学习者的兴趣、知识水平、能力水平等个性化信息，结合职业教育“岗课赛证”融通模式，按照职业技能发展顺序，从技能梳理、能力分析、内容设计以及地图绘制四个步骤对线上学习地图进行设计。以此为广大学习者提供自主学习辅助支持，帮助学习者进行个性化在线学习和职业路径选择。
Abstract:
With the large scale popularization of online learning, there are already a large number of course learning resources on the Internet. How to effectively use online course learning resources to help the development of vocational education is a problem faced by major vocational education learning platforms. Referring to the traditional learning map design mode, based on the hierarchical hybrid personalized recommendation algorithm, this paper designs the online learning map from four steps: skill sorting, ability analysis, content design and map drawing according to the order of vocational skill development by mining the personalized information of learners’ interest, knowledge level and ability level, combined with the "post course competition certificate" accommodation mode of vocational education. Based on the analysis, it aims to provide autonomous learning support for the majority of learners, and help learners carry out personalized online learning and career path selection.

参考文献/References:

 

［1］郭阳,李全龙,李骐.基于学习者兴趣挖掘的个性化课程推荐方法\[J\].郑州大学学报(理学版),2021,53(04):7782.

[2]CHEN Y,LI X,LIU J,et al. Recommendation system for adaptive learning\[J\].Applied psychological measurement,2018 ,42(01):2441.

[3]JING XIA, TANG JIE. Guess you like: Course recommendation in MOOCs\[C\] ∥Proco of the 7th Int Conf on Web Itelligence. NewYork: ACM, 2017: 783789.

[4]王莉莉,郭威彤,杨鸿武.利用学习者画像实现个性化课程推荐\[J\].电化教育研究,2021,42(12):5562.

[5]简富临.绘制学习地图\[J\].企业管理,2014(06):99102.

[6]刘华真,王巍,谷壬倩,等.基于用户浏览行为的个性化推荐研究综述\[J\].计算机应用研究,2021,38(08):22682277.

[7]董伟,董思遥,王聪,等.基于TFIDF算法和DTM模型的网络学习社区主题分析\[J\].现代教育技术,2022,32(02):9098.

[8]肖祥林,周春容,万铮.基于个性化推荐算法的多终端微型课程平台设计与实现\[J\].计算机应用与软件,2018,35(01):123127.

[9]刘仕昌,陈鹏,左小军.基于岗位能力的高职数控技术专业人才培养方案\[J\].职业教育研究,2014(05):3638.

[10] 陈泽宇.数控机床装调\[M\]. 武汉:华中科技大学出版社, 2014:204.

[11] 孔令叶,王平.中德数控技术资格考试对比与反思\[J\].教育教学论坛,2018(33):154156.

[12] 孔令叶,王平.高职院校数控技术专业“双证制”的研究与实践\[J\].教育教学论坛,2017(21):262264.

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备注/Memo

备注/Memo:

［收稿日期］ 2022-06-04

［基金项目］ 湖北职业教育发展研究院开放基金课题（2021Z02）

［第一作者］ 宋庭新（1972-），男，湖北宜都人，湖北工业大学教授，研究方向为机械制造与自动化

［通信作者］ 肖立柯（1997-），男，湖北武汉人，湖北工业大学硕士研究生，研究方向为职业技术教育

更新日期/Last Update: 2023-07-04