skip to main content
10.1145/2554850.2555126acmconferencesArticle/Chapter ViewAbstractPublication PagessacConference Proceedingsconference-collections
research-article

Towards a learning design authoring tool that generates personalized units of learning for CSCL

Published: 24 March 2014 Publication History

Abstract

The generation of personalized Unit of Learning (UoLs), such as a course, module, or lesson, is one of the most studied topics within the field of adaptive learning environments. Nevertheless, the authoring of these UoLs in the context of Computer Supported Collaborative Learning (CSCL) using current learning design authoring tools is a complex task that requires practice and experience. Usually, practitioners (i.e. non-expert teachers) have difficulties to use these tools because they must manually define all UoL components (such as group composition, students' roles, learning activities/goals, types of interactions, and so on) taking into account the needs and preferences of each learner. This paper introduces a learning design authoring tool, referred to as Adaptive Learning Design (ALD), that helps instructional designers to semi-automatically generate personalized UoLs for CSCL. ALD uses a courseware web service that employs the representation of Instructional Design (ID) using CSCL Script Design Patterns as Hierarchical Task Network (HTN) Planning. We present the architecture of this courseware and others web services used by ALD, our goal is to show the facility of our approach and some of the functionalities it offers for non-expert.

References

[1]
G. C. Challco. Planejamento instrucional automatizado em aprendizagem colaborativa com suporte computacional utilizando planejamento hierárquico. Master's thesis, Institute of Mathematics and Statistics, University of São Paulo, Brazil, 2012.
[2]
M. Ghallab, D. Nau, and P. Traverso. Automated Planning: Theory & Practice. Access Online via Elsevier, 2004.
[3]
Y. Hayashi, J. Bourdeau, and R. Mizoguchi. Ontological support for a theory-eclectic approach to instructional and learning design. In W. Nejdl and K. Tochtermann, editors, Innovative Approaches for Learning and Knowledge Sharing, Lecture Notes in Computer Science, pages 155--169. Springer Berlin Heidelberg, 2006.
[4]
D. Hernández-Leo, E. Villasclaras-Fernández, J. I. Asensio-Pérez, and Y. Dimitriadis. Generating CSCL scripts: From a conceptual model of pattern languages to the design of real scripts. E-learning Design Patterns Book, pages 49--64, 2009.
[5]
D. Hernández-Leo, E. Villasclaras-Fernández, I. Jorrín-Abellán, J. Asensio-Pérez, Y. Dimitriadis, I. Ruiz-Requies, and B. Rubia-Avi. COLLAGE, a collaborative learning design editor based on patterns. Journal of Educational Technology and Society, 9: 58--71, 2006.
[6]
S. Isotani and R. Mizoguchi. Adventures in the boundary between domain-independent ontologies and domain content for cscl. In Knowledge-Based Intelligent Information and Engineering Systems, pages 523--532. Springer, 2008.
[7]
N. Pinkwart. A plug-in architecture for graph based collaborative modeling systems. In Supplementary Proceedings of the 11th Conference on Artificial Intelligence in Education, Sydney (Australia), pages 89--94, 2003.
[8]
C. Ullrich. Pedagogically founded courseware generation for web-based learning: an HTN-planning-based approach implemented in PAIGOS, volume 5260. Springer, 2008.
[9]
K. Van Marcke. GTE: An epistemological approach to instructional modelling. Instructional Science, 26(3--4): 147--191, 1998.
[10]
H. Vogten, H. Martens, R. Nadolski, C. Tattersall, P. van Rosmalen, and R. Koper. CopperCore Service Integration - Integrating IMS Learning Design and IMS Question and Test Interoperability. In Advanced Learning Technologies. Sixth International Conference on, pages 378--382, 2006.
[11]
B. Wasson. Instructional planning and contemporary theories of learning: Is this a self-contradiction. In Proceedings of the European Conference on Artificial Intelligence in Education, pages 23--30. Lisbon: Colibri, 1996.

Index Terms

  1. Towards a learning design authoring tool that generates personalized units of learning for CSCL

          Recommendations

          Comments

          Information & Contributors

          Information

          Published In

          cover image ACM Conferences
          SAC '14: Proceedings of the 29th Annual ACM Symposium on Applied Computing
          March 2014
          1890 pages
          ISBN:9781450324694
          DOI:10.1145/2554850
          Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

          Sponsors

          Publisher

          Association for Computing Machinery

          New York, NY, United States

          Publication History

          Published: 24 March 2014

          Permissions

          Request permissions for this article.

          Check for updates

          Author Tags

          1. CSCL
          2. HTN planning
          3. learning design
          4. web services

          Qualifiers

          • Research-article

          Conference

          SAC 2014
          Sponsor:
          SAC 2014: Symposium on Applied Computing
          March 24 - 28, 2014
          Gyeongju, Republic of Korea

          Acceptance Rates

          SAC '14 Paper Acceptance Rate 218 of 939 submissions, 23%;
          Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

          Upcoming Conference

          SAC '25
          The 40th ACM/SIGAPP Symposium on Applied Computing
          March 31 - April 4, 2025
          Catania , Italy

          Contributors

          Other Metrics

          Bibliometrics & Citations

          Bibliometrics

          Article Metrics

          • 0
            Total Citations
          • 110
            Total Downloads
          • Downloads (Last 12 months)0
          • Downloads (Last 6 weeks)0
          Reflects downloads up to 01 Mar 2025

          Other Metrics

          Citations

          View Options

          Login options

          View options

          PDF

          View or Download as a PDF file.

          PDF

          eReader

          View online with eReader.

          eReader

          Figures

          Tables

          Media

          Share

          Share

          Share this Publication link

          Share on social media