Supporting Students by Integrating an Open Learner Model in a Peer Assessment Platform

被引:4
作者
Badea, Gabriel [1 ]
Popescu, Elvira [1 ]
机构
[1] Univ Craiova, Comp & Informat Technol Dept, Craiova, Romania
来源
INTELLIGENT TUTORING SYSTEMS (ITS 2020) | 2020年 / 12149卷
关键词
Open learner model; Peer assessment; Peer review platform; Student modeling;
D O I
10.1007/978-3-030-49663-0_14
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An open learner model uses system's representation of the student to support learning and reveal progress. The model contains information regarding learner's characteristics such as level of knowledge, interests, involvement and other relevant cognitive aspects. The current paper presents an example of incorporating an open learner model in a peer assessment platform, more specifically LearnEval, and applying it in the context of a project-based learning scenario in a Web Applications Design course. The student is modeled based on several traits such as competence, involvement and assessment abilities. Furthermore, an aggregated overall score offers a general overview of the student capabilities. To incorporate the open learner model, a Scores module was integrated into LearnEval, offering intuitive, friendly and effective visualizations of the scores and a breakdown of the metrics composing them in the form of progress bars, gauges, column bars, trophies and medals. We offer a description of the context where the open learner model was put in practice as well as an example of how a learner could utilize it. An opinion survey regarding the experience with the open learner model was applied to the students at the end of the semester. The findings are encouraging, as the learners found the module easy to use, helpful and comprehensive and they examined it relatively often.
引用
收藏
页码:105 / 114
页数:10
相关论文
共 16 条
[1]  
Badea G, 2019, INT CONF SYST THEO, P691, DOI [10.1109/icstcc.2019.8885687, 10.1109/ICSTCC.2019.8885687]
[2]   A Web-Based Platform for Peer Assessment in Technology Enhanced Learning: Student Module Prototype [J].
Badea, Gabriel ;
Popescu, Elvira .
2019 IEEE 19TH INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES (ICALT 2019), 2019, :372-374
[3]   Open Learner Models and Learning Analytics Dashboards: A Systematic Review [J].
Bodily, Robert ;
Kay, Judy ;
Aleven, Vincent ;
Jivet, Ioana ;
Davis, Dan ;
Xhakaj, Franceska ;
Verbert, Katrien .
PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE (LAK'18): TOWARDS USER-CENTRED LEARNING ANALYTICS, 2018, :41-50
[4]   Alternative assessment methods in technology enhanced project-based learning [J].
Boubouka, Maria ;
Papanikolaou, Kyparisia A. .
INTERNATIONAL JOURNAL OF LEARNING TECHNOLOGY, 2013, 8 (03) :263-296
[5]  
Bull S., 1995, Artificial Intelligence in Education, 1995. Proceedings of AI-ED 95 - 7th World Conference on Artificial Intelligence in Education, P501
[6]  
Bull S., 2003, Proceedings of Workshop on Learner Modelling for Reflection, Supplementary Proceedings of the 11th International Conference, V5, P199
[7]   Students' interest in their misconceptions in first-year electrical circuits and mathematics courses [J].
Bull, Susan ;
Jackson, Tim J. ;
Lancaster, Michael J. .
INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION, 2010, 47 (03) :307-318
[8]   CrowdGrader: A Tool For Crowdsourcing the Evaluation of Homework Assignments [J].
de Alfaro, Luca ;
Shavlovsky, Michael .
PROCEEDINGS OF THE 45TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION (SIGCSE'14), 2014, :415-420
[9]   Talking about Code: Integrating Pedagogical Code Reviews into Early Computing Courses [J].
Hundhausen, Christopher D. ;
Agrawal, Anukrati ;
Agarwal, Pawan .
ACM TRANSACTIONS ON COMPUTING EDUCATION, 2013, 13 (03)
[10]  
Law CY, 2016, S VIS LANG HUM CEN C, P49, DOI 10.1109/VLHCC.2016.7739663