Recommendation and Students' Authoring in Repositories of Learning Objects: A Case-Based Reasoning Approach

被引:12
|
作者
Gomez-Albarran, M. [1 ]
Jimenez-Diaz, G. [1 ]
机构
[1] Univ Complutense Madrid, Dept Ingn Software & Inteligencia Artificial, E-28040 Madrid, Spain
关键词
Case-based recommenders; Social filtering; Learning objects; Programming learning;
D O I
10.3991/ijet.v4s1.797
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This paper presents a Case-Based Reasoning approach for the personalized recommendation and the students' authoring tasks in on-line repositories of Learning Objects (LOs). The recommender combines content-based filtering techniques together with collaborative filtering mechanisms. Students' authoring tasks include the incorporation of ratings of the existing LOs and new LOs, which are peer reviewed. This approach is going to be applied to a repository with more than 200 programming examples written in different programming languages.
引用
收藏
页码:35 / 40
页数:6
相关论文
共 50 条
  • [1] Learning Material Recommendation Based on Case-Based Reasoning Similarity Scores
    Masood, Mona
    Mokmin, Nur Azlina Mohamed
    2ND INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2017 (ICAST'17), 2017, 1891
  • [2] Service Recommendation with Case-based Reasoning
    Yang, Pei
    Mao, Ke
    Zhong, Xianzhong
    Xu, Feng
    2015 IEEE 12TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2015, : 631 - 635
  • [3] Product Recommendation in Case-based Reasoning
    Aldayel, Mashael
    Benhidour, Hafida
    2019 2ND INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS), 2019,
  • [4] A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation
    Amador-Dominguez, Elvira
    Serrano, Emilio
    Manrique, Daniel
    Bajo, Javier
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2021, 7 (02): : 15 - 26
  • [5] Maintaining case-based reasoning systems: A machine learning approach
    Arshadi, N
    Jurisica, I
    ADVANCES IN CASE-BASED REASONING, PROCEEDINGS, 2004, 3155 : 17 - 31
  • [6] Fuzzy Relational Learning: A New Approach to Case-Based Reasoning
    Xiong, Ning
    Ma, Liangjun
    Zhang, Shouchuan
    2013 10TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2013, : 594 - 599
  • [7] Personalized Recommendation Systems: An Application in Case-based Reasoning
    Sun, Jieli
    Zhao, Qingwei
    Antony, Solomon
    Chen, Si
    PROCEEDINGS OF THE 2015 AASRI INTERNATIONAL CONFERENCE ON CIRCUITS AND SYSTEMS (CAS 2015), 2015, 9 : 369 - 371
  • [8] Qualitative case-based reasoning and learning
    Donadon Homem, Thiago Pedro
    Santos, Paulo Eduardo
    Reali Costa, Anna Helena
    da Costa Bianchi, Reinaldo Augusto
    de Mantaras, Ramon Lopez
    ARTIFICIAL INTELLIGENCE, 2020, 283 (283)
  • [9] Case-Based Reasoning in Transfer Learning
    Aha, David W.
    Molineaux, Matthew
    Sukthankar, Gita
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS, 2009, 5650 : 29 - +
  • [10] Case-Based Reasoning for Eliciting the Evolution of Geospatial Objects
    Mota, Joice Seleme
    Camara, Gilberto
    Sobral Escada, Maria Isabel
    Bittencourt, Olga
    Garcia Fonseca, Leila Maria
    Vinas, Lubia
    SPATIAL INFORMATION THEORY, PROCEEDINGS, 2009, 5756 : 405 - 420