Intelligent Tutoring Systems approach to Introductory Programming Courses

José Figueiredo, F. García-Peñalvo
{"title":"Intelligent Tutoring Systems approach to Introductory Programming Courses","authors":"José Figueiredo, F. García-Peñalvo","doi":"10.1145/3434780.3436614","DOIUrl":null,"url":null,"abstract":"Programming is difficult and requires a lot of work and dedication from the students and teachers. Programming is part of the curriculum of many courses, but especially in computer science, and most teaching and learning is problematic. Despite all the efforts of the researchers, it seems to be difficult to find an effective method of teaching that is suitable for all students. This paper describes a set of possible instructional strategies for teaching and learning and its application to an introductory programming course. The goal of utilizing a smart learning system was to increase student scores, pass rate, and increase efficiency for both students and teachers. The set of instructional strategies based on technology was implemented in an introductory programming course over several academic years. Data were collected and the results are analyzed. The results show that there are significant improvements in the grade distributions, the pass/fail rate, in the interest and participation of the students in the different activities developed throughout the course, greater motivation and passion in solving problems, and the more efficient use of teacher time and effort.","PeriodicalId":430095,"journal":{"name":"Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3434780.3436614","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

Abstract

Programming is difficult and requires a lot of work and dedication from the students and teachers. Programming is part of the curriculum of many courses, but especially in computer science, and most teaching and learning is problematic. Despite all the efforts of the researchers, it seems to be difficult to find an effective method of teaching that is suitable for all students. This paper describes a set of possible instructional strategies for teaching and learning and its application to an introductory programming course. The goal of utilizing a smart learning system was to increase student scores, pass rate, and increase efficiency for both students and teachers. The set of instructional strategies based on technology was implemented in an introductory programming course over several academic years. Data were collected and the results are analyzed. The results show that there are significant improvements in the grade distributions, the pass/fail rate, in the interest and participation of the students in the different activities developed throughout the course, greater motivation and passion in solving problems, and the more efficient use of teacher time and effort.
编程入门课程的智能辅导系统方法
编程是困难的,需要大量的工作和奉献,从学生和老师。编程是许多课程的一部分,特别是在计算机科学中,大多数教学和学习都是有问题的。尽管研究人员做了很多努力,但似乎很难找到一种适合所有学生的有效教学方法。本文描述了一套可能的教学策略及其在程序设计入门课程中的应用。利用智能学习系统的目标是提高学生的分数,通过率,提高学生和教师的效率。这一套基于技术的教学策略在数学年的编程入门课程中得以实施。收集数据并对结果进行分析。结果表明,在成绩分布、及格/不及格率、学生对课程中开展的不同活动的兴趣和参与程度、解决问题的动力和热情以及教师时间和精力的有效利用方面都有了显著的改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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