Group Formation in Computer-Supported Collaborative Learning
dc.contributor.author | Wessner, Martin | |
dc.contributor.author | Pfister, Hans-Rüdiger | |
dc.date.accessioned | 2023-06-08T11:43:20Z | |
dc.date.available | 2023-06-08T11:43:20Z | |
dc.date.issued | 2001 | |
dc.description.abstract | Group formation in CSCL environments is either done manually with little support from the system, or the system needs an elaborated model of the learning domain in order to select potential peer learners and to form learning groups in a pedagogically sound way. Our research objectives include the integration of collaborative learning into the learning environment so that knowledge about the collaboration context can be used to support collaboration, including group formation without the need for a detailed model of the learning domain. In this paper we describe how so-called Intended Points of Cooperation (IPoCs) can be integrated into a (web-based) course. The course author defines at which points in the course a collaborative activity should occur and specifies the cooperative activity, i.e., type and size of the learning group, the collaboration type, and additional material for each activity. We explain how the system can utilize the knowledge about the collaboration context in order to form appropriate learning groups. Finally, we illustrate our approach with examples from the project L3: Lifelong learning as a utility", a German federally funded project which serves as a use case." | en |
dc.identifier.doi | 10.1145/500286.500293 | |
dc.identifier.uri | https://dl.eusset.eu/handle/20.500.12015/4796 | |
dc.language.iso | en | |
dc.publisher | Association for Computing Machinery | |
dc.relation.ispartof | Proceedings of the 2001 ACM International Conference on Supporting Group Work | |
dc.subject | computer-supported cooperative learning | |
dc.subject | points of cooperation | |
dc.subject | distributed learning | |
dc.subject | L3 | |
dc.subject | group formation | |
dc.title | Group Formation in Computer-Supported Collaborative Learning | en |
gi.citation.publisherPlace | New York, NY, USA | |
gi.citation.startPage | 24–31 | |
gi.citations.count | 40 | |
gi.citations.element | Deller James Ferreira, Samuel Sabino Caetano, Celso Gonçalves Camilo Junior (2017): Automatic Group Formation Method to Foster Innovation in Collaborative Learning at Workplace, In: International Journal for Innovation Education and Research 4(5), doi:10.31686/ijier.vol5.iss4.645 | |
gi.citations.element | Joerg M. Haake, Anja Haake, Till Schümmer, Mohamed Bourimi, Britta Landgraf (2004): End-user controlled group formation and access rights management in a shared workspace system, In: Proceedings of the 2004 ACM conference on Computer supported cooperative work, doi:10.1145/1031607.1031702 | |
gi.citations.element | Shuangyan Liu, Mike Joy, Nathan Griffiths (2009): iGLS: Intelligent Grouping for Online Collaborative Learning, In: 2009 Ninth IEEE International Conference on Advanced Learning Technologies, doi:10.1109/icalt.2009.41 | |
gi.citations.element | Travis Faas, Lynn Dombrowski, Alyson Young, Andrew D. Miller (2018): Watch Me Code, In: Proceedings of the ACM on Human-Computer Interaction CSCW(2), doi:10.1145/3274319 | |
gi.citations.element | I. Guven Arkilic, Serhat Peker, M. Erhan Uyar (2013): Students’ Preferences of Communication Tools for Group Projects in a Computer-supported Collaborative Learning Environment: A Survey, In: Procedia - Social and Behavioral Sciences, doi:10.1016/j.sbspro.2013.06.214 | |
gi.citations.element | Lynda Haddadi, Farida Bouarab‐Dahmani, Nathalie Guin, Tassadit Berkane, Samia Lazib (2018): Peer assessment and groups formation in massive open online courses, In: Computer Applications in Engineering Education 5(26), doi:10.1002/cae.22005 | |
gi.citations.element | Ioannis Giannoukos, Ioanna Lykourentzou, Giorgos Mpardis, Vassilis Nikolopoulos, Vassili Loumos, Eleftherios Kayafas (2008): Collaborative e-learning environments enhanced by wiki technologies, In: Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, doi:10.1145/1389586.1389657 | |
gi.citations.element | Thomas Largillier, Julita Vassileva (2012): Using Collective Trust for Group Formation, In: Lecture Notes in Computer Science, doi:10.1007/978-3-642-33284-5_12 | |
gi.citations.element | Seiji Isotani, Riichiro Mizoguchi (2008): Theory-Driven Group Formation through Ontologies, In: Lecture Notes in Computer Science, doi:10.1007/978-3-540-69132-7_67 | |
gi.citations.element | R Hübscher (2010): Assigning Students to Groups Using General and Context-Specific Criteria, In: IEEE Transactions on Learning Technologies 3(3), doi:10.1109/tlt.2010.17 | |
gi.citations.element | Pilar Prieto-Linillos, Sergio Gutiérrez, Abelardo Pardo, Carlos Delgado Kloos (2000): Guaranteeing the Correctness of an Adaptive Tutoring System, In: Lecture Notes in Computer Science, doi:10.1007/978-3-540-70987-9_46 | |
gi.citations.element | Seiji Isotani, Akiko Inaba, Mitsuru Ikeda, Riichiro Mizoguchi (2009): An ontology engineering approach to the realization of theory-driven group formation, In: International Journal of Computer-Supported Collaborative Learning 4(4), doi:10.1007/s11412-009-9072-x | |
gi.citations.element | Pierre Dillenbourg, Fabrice Hong (2008): The mechanics of CSCL macro scripts, In: International Journal of Computer-Supported Collaborative Learning 1(3), doi:10.1007/s11412-007-9033-1 | |
gi.citations.element | Changhao Liang, Rwitajit Majumdar, Yuta Nakamizo, Brendan Flanagan, Hiroaki Ogata (2022): Algorithmic group formation and group work evaluation in a learning analytics-enhanced environment: implementation study in a Japanese junior high school, In: Interactive Learning Environments 4(32), doi:10.1080/10494820.2022.2121730 | |
gi.citations.element | Farnaz Jahanbakhsh, Wai-Tat Fu, Karrie Karahalios, Darko Marinov, Brian Bailey (2017): You Want Me to Work with <i>Who</i> ?, In: Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, doi:10.1145/3025453.3026011 | |
gi.citations.element | Dabae Lee, Yeol Huh, Charles M. Reigeluth (2015): Collaboration, intragroup conflict, and social skills in project-based learning, In: Instructional Science 5(43), doi:10.1007/s11251-015-9348-7 | |
gi.citations.element | Michael Mutingi, Charles Mbohwa (2016): Exploring Grouping Problems in Industry, In: Studies in Computational Intelligence, doi:10.1007/978-3-319-44394-2_1 | |
gi.citations.element | Budi Laksono Putro, Yusep Rosmansyah, Suhardi, Setiawan Hadi, Rizky Rachman Judhie Putra, Eka Fitrajaya Rachman (2025): A learning service computing model in Computer-Supported Collaborative Learning (CSCL), In: Interactive Learning Environments 5(33), doi:10.1080/10494820.2024.2443777 | |
gi.citations.element | Markus Bick, Achim Jughardt, Jan M. Pawlowski, Patrick Veith (2000): Spontaneous Group Learning in Ambient Learning Environments, In: IFIP International Federation for Information Processing, doi:10.1007/978-0-387-75494-9_56 | |
gi.citations.element | Wilmax Marreiro Cruz, Seiji Isotani (2014): Group Formation Algorithms in Collaborative Learning Contexts: A Systematic Mapping of the Literature, In: Lecture Notes in Computer Science, doi:10.1007/978-3-319-10166-8_18 | |
gi.citations.element | Julie Williamson, Jie Li, Vinoba Vinayagamoorthy, David A. Shamma, Pablo Cesar (2021): Proxemics and Social Interactions in an Instrumented Virtual Reality Workshop, In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, doi:10.1145/3411764.3445729 | |
gi.citations.element | Antonello Comi, Lidia Fotia, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné (2016): GroupTrust: Finding Trust-based Group Structures in Social Communities, In: Studies in Computational Intelligence, doi:10.1007/978-3-319-48829-5_14 | |
gi.citations.element | Anal Acharya, Devadatta Sinha (2018): A “Mixed” Strategy for Collaborative Group Formation and Its Learning Outcomes, In: Journal of Educational Technology Systems 4(46), doi:10.1177/0047239517749246 | |
gi.citations.element | Vanessa Echeverria, Kexin Yang, LuEttaMae Lawrence, Nikol Rummel, Vincent Aleven (2023): Designing Hybrid Human–AI Orchestration Tools for Individual and Collaborative Activities: A Technology Probe Study, In: IEEE Transactions on Learning Technologies 2(16), doi:10.1109/tlt.2023.3248155 | |
gi.citations.element | E. Muuro Maina, Peter W. Wagacha, Robert Oboko (2000): Enhancing Active Learning Pedagogy through Online Collaborative Learning, In: Blended Learning, doi:10.4018/978-1-5225-0783-3.ch103 | |
gi.citations.element | Stefan Münzer (2003): An Evaluation of Synchronous Co-operative Distance Learning in the Field: The Importance of Instructional Design, In: Educational Media International 1-2(40), doi:10.1080/0952398032000092143 | |
gi.citations.element | Changhao Liang, Rwitajit Majumdar, Izumi Horikoshi, Hiroaki Ogata (2024): Data-Driven Support Infrastructure for Iterative Team-Based Learning, In: IEEE Access, doi:10.1109/access.2024.3393421 | |
gi.citations.element | Yuki Miyashita, Masashi Hayano, Toshiharu Sugawara (2016): Formation of Association Structures Based on Reciprocity and Their Performance in Allocation Problems, In: Lecture Notes in Computer Science, doi:10.1007/978-3-319-42691-4_15 | |
gi.citations.element | Gerry Stahl (2005): Groups, Group Cognition and Groupware, In: Lecture Notes in Computer Science, doi:10.1007/11560296_1 | |
gi.citations.element | Xingwei Hao, Xiangxu Meng (2006): The Research on a Kind of Knowledge Network for Self-learning, In: Lecture Notes in Computer Science, doi:10.1007/11736639_16 | |
gi.citations.element | Francesca Pozzi, Donatella Persico (2013): Sustaining learning design and pedagogical planning in CSCL, In: Research in Learning Technology, doi:10.3402/rlt.v21i0.17585 | |
gi.citations.element | Oluwabunmi Adewoyin Olakanmi, Julita Vassileva (2017): Group Matching for Peer Mentorship in Small Groups, In: Lecture Notes in Computer Science, doi:10.1007/978-3-319-63874-4_6 | |
gi.citations.element | E. Muuro Maina, Peter W. Wagacha, Robert Oboko (2016): Enhancing Active Learning Pedagogy through Online Collaborative Learning, In: Advances in Educational Technologies and Instructional Design, doi:10.4018/978-1-4666-9680-8.ch012 | |
gi.citations.element | Enrique Alfonseca, Rosa M. Carro, Estefanía Martín, Alvaro Ortigosa, Pedro Paredes (2006): The impact of learning styles on student grouping for collaborative learning: a case study, In: User Modeling and User-Adapted Interaction 3-4(16), doi:10.1007/s11257-006-9012-7 | |
gi.citations.element | Simone Borges, Riichiro Mizoguchi, Ig Ibert Bittencourt, Seiji Isotani (2018): Group Formation in CSCL: A Review of the State of the Art, In: Communications in Computer and Information Science, doi:10.1007/978-3-319-97934-2_5 | |
gi.citations.element | Rosanna Costaguta (2015): Algorithms and Machine Learning Techniques in Collaborative Group Formation, In: Lecture Notes in Computer Science, doi:10.1007/978-3-319-27101-9_18 | |
gi.citations.element | Changhao Liang, Rwitajit Majumdar, Hiroaki Ogata (2021): Learning log-based automatic group formation: system design and classroom implementation study, In: Research and Practice in Technology Enhanced Learning 1(16), doi:10.1186/s41039-021-00156-w | |
gi.citations.element | Henrik Bellhäuser, Johannes Konert, Adrienne Müller, René Röpke (2018): Who is the Perfect Match?, In: i-com 1(17), doi:10.1515/icom-2018-0004 | |
gi.citations.element | Christopher G. Lechuga, Shayan Doroudi (2022): Three Algorithms for Grouping Students: A Bridge Between Personalized Tutoring System Data and Classroom Pedagogy, In: International Journal of Artificial Intelligence in Education 4(33), doi:10.1007/s40593-022-00309-y | |
gi.citations.element | L.O. Häll, T. Söderström, J. Ahlqvist, T. Nilsson (2011): Collaborative learning with screen-based simulation in health care education: an empirical study of collaborative patterns and proficiency development, In: Journal of Computer Assisted Learning 5(27), doi:10.1111/j.1365-2729.2011.00407.x | |
gi.conference.location | Boulder, Colorado, USA |