Sustaining Continuous Collaborative Learning Flows in MOOCs: Orchestration Agent Approach

被引:0
|
作者
Amarasinghe, Ishari [1 ]
Hernandez-Leo, Davinia [1 ]
Manathunga, Kalpani [1 ]
Jonsson, Anders [1 ]
机构
[1] Univ Pompeu Fabra, ICT Dept, Barcelona, Spain
关键词
Computer-Supported Collaborative Learning (CSCL); Intelligent Agents; Massive Open Online Courses (MOOCs); Collaborative Learning Flow Patterns (CLFPs);
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Collaborative learning spaces deployed in Massive Open Online Courses (MOOCs) provide productive social learning opportunities. However, sustaining collaboration in these spaces is challenging. This paper provides a classification of MOOCs participants based on their behavior in a structured collaborative learning space. This analysis leads to requirements for new technological interventions to orchestrate collaborative learning flows in MOOCs. The paper proposes the design of an intelligent agent to address these requirements and reports a study which shows that the intervention of the proposed orchestration agent in a MOOC facilitates to maintain continuous yet meaningful collaboration learning flows.
引用
收藏
页码:1034 / 1051
页数:18
相关论文
共 50 条
  • [31] A multi-agent approach to providing different forms of assessment in a collaborative learning environment
    Mirzarezaee, M
    Badie, K
    Dehghan, M
    Kharrat, M
    INTELLIGENT TUTORING SYSTEMS, PROCEEDINGS, 2004, 3220 : 836 - 838
  • [32] Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach
    Mak, Stephen
    Xu, Liming
    Pearce, Tim
    Ostroumov, Michael
    Brintrup, Alexandra
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2023, 157
  • [33] On an agent-based architecture for collaborative continuous auditing
    Wu, Chien-Ho
    Shao, Yuehjen E.
    Ho, Bih-Yih
    Chang, Tsair-Yuan
    PROCEEDINGS OF THE 2008 12TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOLS I AND II, 2008, : 355 - +
  • [34] The Extensible Orchestration Framework approach to collaborative design in architectural, urban and construction engineering
    Perisic, Ana
    Lazic, Marko
    Perisic, Branko
    AUTOMATION IN CONSTRUCTION, 2016, 71 : 210 - 225
  • [35] A New Shopfloor Orchestration Approach for Collaborative Human-Robot Device Disassembly
    Chatzikonstantinou, Ioannis
    Giakoumis, Dimitrios
    Tzovaras, Dimitrios
    2019 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI 2019), 2019, : 225 - 230
  • [36] An instructional assistant agent for distributed collaborative learning
    Chen, WQ
    Wasson, B
    INTELLIGENT TUTORING SYSTEMS, 2002, 2363 : 609 - 618
  • [37] An agent-based collaborative learning system
    Florea, AM
    ADVANCED RESEARCH IN COMPUTERS AND COMMUNICATIONS IN EDUCATION, VOL 1: NEW HUMAN ABILITIES FOR THE NETWORKED SOCIETY, 1999, 55 : 161 - 164
  • [38] Intelligent learning agent for collaborative virtual workspace
    Shakshuki, Elhadi
    Matin, Abdur
    INTERNATIONAL JOURNAL OF PERVASIVE COMPUTING AND COMMUNICATIONS, 2010, 6 (02) : 131 - +
  • [39] Collaborative learning agent for promoting group interaction
    Suh, Hee-Jeon
    Lee, Seung-Wook
    ETRI JOURNAL, 2006, 28 (04) : 461 - 474
  • [40] Mobile agent based collaborative learning system
    Khaing Moe San
    Hninn Aye Thant
    Sint Sint Aung
    Khin Mar Lar Tun
    Thinn Thu Naing
    Ni Lar Thein
    APSITT 2005: 6th Asia-Pacific Symposium on Information and Telecommunication Technologies, Proceedings, 2005, : 83 - 88