Multi-agent systems; organisational patterns; social patterns; joint venture
Abstract :
[en] With the emergence of cloud technologies, on the one hand, and social networks, on the other hand, the possibilities for e-learning have been drastically enhanced in the latest years. Virtual Learning Environments (VLE) can now indeed contain a huge amount of learning resources; in parallel, large user communities are available in social networks. These nevertheless remain different systems but, by using these heterogeneous software environments together, the possibilities for interaction could be multiplied. That is why, this paper suggests to build a Massive Open Online Course (MOOC) environment through a Multi-Agent System (MAS) working as a virtual abstraction layer over heterogeneous software platforms. The idea is to aggregate different traditional VLE to dispose of the learning objects they own as well as other platforms such as social networks to furnish an easy access to the MOOC of their large user communities. The MAS design has been architectured around a real-life organisational pattern – the joint venture – allowing one to deal with the complexity of heterogeneous software environments in a manner that real-life companies set up joint governance. Communication scenarios issued of a field analysis are pointed out in the paper; these are supported by the MOOC platform in the native environment as well as in Facebook. The proposal is indeed validated through the development of a prototype using Facebook as a case study for third-party platform interfacing. We finally highlight the benefits for the user experience.
Research Center/Unit :
LouRIM
Disciplines :
Management information systems Computer science
Author, co-author :
Wautelet, Yves
Heng, Samedi ; Université de Liège - ULiège > HEC Liège : UER > Digital Business
Kolp, Manuel
Penserini, Loris
Poelmans, Stephan
Language :
English
Title :
Designing an MOOC as an agent-platform aggregating heterogeneous virtual learning environments
scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.
Bibliography
M.Armbrust, I.Stoica, M.Zaharia, A.Fox, R.Griffith, A.D.Joseph, and R.Katz,. 2010. “A View of Cloud Computing.” Commun. ACM 53 (4):50–58. doi:10.1145/1721654.1721672
V.Balasubramanee, C.Wimalasena, R.Singh, and M.Pierce. 2013. “Twitter Bootstrap and AngularJS:Frontend Frameworks to Expedite Science Gateway Development.” In 2013 IEEE International Conference on Cluster Computing, CLUSTER 2013, Indianapolis, IN, USA, September 23–27, Vol. 1. IEEE Computer Society.
F.Bellifemine, G.Caire, and D.Greenwood. 2007. Developing Multi-Agent Systems with JADE, Vol. 5. Chichester:Wiley.
M.E.Bratman, 1999. Intention, Plans, and Practical Reason. Cambridge:Cambridge University Press.
A.Casali, L.Godo, and C.Sierra. 2011. “A Graded BDI Agent Model to Represent and Reason About Preferences.” Artificial Intelligence 175 (7–8):1468–1478. doi:10.1016/j.artint.2010.12.006
D.Churchill, 2007. “Towards a Useful Classification of Learning Objects.” Educational Technology Research and Development 55 (5):479–497. doi:10.1007/s11423-006-9000-y
R.Coerderoi, and A.Vas. 2015. MOOC Fondements de la stratégie d'entreprise. [online] https://www.facebook.com/moocstrat/timeline
D.Crockford, 2006. The application/json Media Type for JavaScript Object Notation (JSON). [online], (4627). https://rfc-editor.org/rfc/rfc4627.txt
R.Daft, 2012. Organization Theory and Design. Mason:Cengage Learning.
P.B.Darwin, and P.Kozlowski. 2013. AngularJS Web Application Development. Birmingham:Packt Publishing.
P.Dillenbourg, A.Fox, C.Kirchner, J.C.Mitchell, and M.Wirsing. 2014. “Massive Open Online Courses:Current State and Perspectives (Dagstuhl Perspectives Workshop 14112).” Dagstuhl Manifestos 4 (1):1–27.
P.Dillenbourg, D.Schneider, and P.Synteta. 2002. “Virtual Learning Environments.” In 3rd Hellenic Conference “Information & Communication Technologies in Education”, edited by P. Dillenbourg, A. Fox, C. Kirchner, J. Mitchell and M. Wirsing, 3–18. Dagstuhl:Schloss Dagstuhl – Leibniz-Zentrum für Informatik.
P.Dussauge, and B.Garrette. 1999. Cooperative Strategy:Competing Successfully Through Strategic Alliances. Chichester:Wiley and Sons.
D.Flanagan,. 2011. JavaScript:The Definitive Guide Activate Your Web Pages. 6th ed. Sebastopol:O'Reilly Media, Inc.
W.W.Fong, 2011. “From Web 2.0 to Classroom 3.0.” In Hybrid Learning – 4th International Conference, ICHL 2011, Hong Kong, China, August 10–12, 2011. Proceedings, edited by R. Kwan, J. Fong, L. F. Kwok and J. Lam, 298–305. Vol. 6837 of Lecture Notes in Computer Science, Heidelberg:Springer.
P.Fraternali, G.Rossi, and F.Sánchez-Figueroa. 2010. “Rich Internet Applications.” IEEE Internet Computing 14 (3):9–12. doi:10.1109/MIC.2010.76
N.Gillani, and R.Eynon. 2014. “Communication Patterns in Massively Open Online Courses.” The Internet and Higher Education 23:18–26. doi:10.1016/j.iheduc.2014.05.004
S.A.Gillani, and A.Ko. 2015. “Incremental Ontology Population and Enrichment Through Semantic-based Text Mining:An Application for IT Audit Domain.” Int. J. Semantic Web Inf. Syst. 11 (3):44–66. doi:10.4018/IJSWIS.2015070103
J.Gluz, R.M.Vicari, and L.Passerino. 2015. “The Socio-Cultural Approach to Software Engineering:An Application on the Analysis and Design of a Semantic Platform for Learning Objects.” In First International Workshop on Social Computing in Digital Education (SOCIALEDU 2015), Stanford, CA, USA, Revised Selected Papers, Vol. 606 of Communications in Computer and Information Science, edited by F. Koch, A. Koster and T. Primo. Heidelberg:Springer.
A.Goldstein, L.Lazaris, and E.Weyl. 2015. HTML5 & CSS3 for the Real World. Collingwood:sitepoint.
B.Gomes-Casseres, 1996. The Alliance Revolution:The New Shape of Business Rivalry. Cambridge, MA:Harvard University Press.
K.F.Hew, and W.S.Cheung. 2014. “Students' and Instructors' Use of Massive Open Online Courses (MOOCs):Motivations and Challenges.” Educational Research Review 12:45–58. doi:10.1016/j.edurev.2014.05.001
C.Hu, X.Mao, M.Li, and Z.Zhu. 2014. “Organization-Based Agent-Oriented Programming:Model, Mechanisms, and Language.” Frontiers of Computer Science 8 (1):33–51. doi:10.1007/s11704-013-2345-6
M.Ivanovic, and L.C.Jain, eds. 2014. E-Learning Paradigms and Applications - Agent-based Approach, Vol. 528, Studies in Computational Intelligence. Heidelberg:Springer.
M.Kolp, S.Faulkner, and Y.Wautelet. 2008. “Social Structure Based Design Patterns for Agent-Oriented Software Engineering.” IJIIT 4 (2):1–23.
M.Kolp, and Y.Wautelet. 2015. “Human Organizational Patterns Applied to Collaborative Learning Software Systems.” Computers in Human Behavior 51:742–751. doi:10.1016/j.chb.2014.11.094
M.Kolp, Y.Wautelet, and S.Faulkner. 2011. “Social-Centric Design of Multi-Agent Architectures.” In Social Modeling for Requirements Engineering, edited by P. Giorgini, N. Maiden, J. Mylopoulos and E. Yu. Cambridge:MIT Press.
R.Kop, 2011. “The Challenges to Connectivist Learning on Open Online Networks:Learning Experiences During a Massive Open Online Course.” The International Review of Research in Open and Distance Learning 12 (3):19–38.
M.D.Lytras, H.I.Mathkour, H.Abdalla, W.Al-Halabi, C.Yanez-Marquez, and S.W.M.Siqueira. 2015. “An Emerging – Social and Emerging Computing Enabled Philosophical Paradigm for Collaborative Learning Systems:Toward High Effective Next Generation Learning Systems for the Knowledge Society.” Computers in Human Behavior 51 (0):557–561. doi:10.1016/j.chb.2015.06.004
X.Mao, and E.S.K.Yu. 2004. “Organizational and Social Concepts in Agent Oriented Software Engineering.” In Agent-Oriented Software Engineering V, 5th International Workshop, AOSE 2004, New York, NY, USA, July 19, 2004, Revised Selected Papers, edited by J. Odell, P. Giorgini and J. P. Muller, 1–15. Vol. 3382 of Lecture Notes in Computer Science. Heidelberg:Springer.
M.A.H.Masud, and X.Huang. 2012. “An e-Learning System Architecture based on Cloud Computing.” System 10 (11):255–259.
A.Mesbah, and A.van Deursen. 2007. “Migrating Multi-page Web Applications to Single-page AJAX Interfaces.” In Proceedings of the 11th European Conference on Software Maintenance and Reengineering (CSMR '07), 181–190. Washington, DC:IEEE Computer Society.
M.Mikowski, and J.Powell. 2013. Single Page Web Applications:JavaScript End-to-end (1st ed.). Greenwich, CT:Manning Publications Co.
H.Mintzberg, 1992. Structure in Fives:Designing Effective Organizations. London:Prentice-Hall.
J.Morabito, I.Sack, and A.Bhate. 1999. Organization Modeling:Innovative Architectures for the 21st Century. London:Prentice-Hall.
J.Mylopoulos, M.Kolp, and P.Giorgini. 2002. “Agent-Oriented Software Development.” In Methods and Applications of Artificial Intelligence, Second Hellenic Conference on AI, SETN 2002. Thessaloniki, Greece, April 11–12, 2002, Proceedings, edited by I. P. Vlahavas and C. D. Spyropoulos, 3–17. Vol. 2308 of Lecture Notes in Computer Science. Heidelberg:Springer.
M.Panti, L.Spalazzi, and L.Penserini. 2001. “Cooperation Strategies for Information Integration.” In Cooperative Information Systems, 9th International Conference, CoopIS 2001, Trento, Italy, September 5–7, 2001, Proceedings, edited by C. Batini, F. Giunchiglia, P. Giorgini and M. Mecella, 123–134. Vol. 2172 of Lecture Notes in Computer Science. Heidelberg:Springer.
Y.Papakonstantinou, H.Garcia-Molina, and J.D.Ullman. 1996. “MedMaker:A Mediation System Based on Declarative Specifications.” In Proceedings of the Twelfth International Conference on Data Engineering, February 26–March 1, 1996, New Orleans, Louisiana, edited by S. Y. W. Su, 132–141. Washington, DC:IEEE Computer Society.
L.Penserini, L.Liu, J.Mylopoulos, M.Panti, and L. Spalazzi. 2003. “Cooperation Strategies for Agent-Based P2P Systems.” Web Intelligence and Agent Systems 1 (1):3–21.
K.Pireva, P.Kefalas, D.Dranidis, T.Hatziapostolou, and A.Cowling. 2014. “Cloud e-Learning:A New Challenge for Multi-Agent Systems.” Agent and Multi-Agent Systems:Technologies and Applications, 277–287. Heidelberg:Springer.
A.Pokahr, L.Braubach, C.Haubeck, and J.Ladiges. 2014. “Programming BDI Agents with Pure Java.” In Multiagent System Technologies – 12th German Conference, MATES 2014, Stuttgart, Germany, September 23–25, 2014. Proceedings, edited by J. P. Müller, M. Weyrich and A. L. C. Bazzan, 216–233. Vol. 8732 of Lecture Notes in Computer Science, Springer.
S.Poslad, 2007. “Specifying Protocols for Multi-Agent Systems Interaction.” TAAS 2 (4):15:1–15:24. doi:10.1145/1293731.1293735
A.S.Rao, and M.P.Georgeff. 1995. “BDI Agents:From Theory to Practice.” In Proceedings of the First International Conference on Multiagent Systems, June 12–14, 1995, San Francisco, CA, USA, edited by V. R. Lesser and L. Gasser, 312–319. Cambridge:The MIT Press.
W.Scott, 1998. Organizations:Rational, Natural, and Open Systems. Chichester:Prentice-Hall.
L.Segil, 1996. Intelligent Business Alliances:How to Profit Using Today's Most Important Strategic Tool. New York:Times Business.
A.Tibaut, D.Rebolj, K.Menzel and R.Jardim-Goncalves. 2014. Inter-university Virtual Learning Environment. Ivanovic and Jain (2014). 97–119. Heidelberg:Springer.
I.-H.Ting, W.-J.Wu, H.-T.Kao, and D.Wang. 2015. An Implementation of Online Learning and Course Management System Based on Facebook, Learning Technology for Education in Cloud, Communications in Computer and Information Science, Vol. 533, 208–218. Heidelberg:Springer.
E.Todeva, and D.Knoke. 2005. “Strategic Alliances and Models of Collaboration.” Management Decision 43 (1):123–148. doi:10.1108/00251740510572533
Y.Wautelet, and M.Kolp. 2016. “Business and Model-Driven Development of BDI Multi-Agent Systems.” Neurocomputing 182:304–321. doi:10.1016/j.neucom.2015.12.022
M.Weller, 2007. Virtual Learning Environments:Using, Choosing and Developing your VLE. New York:Routledge.
G.Wiederhold, 1992. “Mediators in the Architecture of Future Information Systems.” IEEE Computer 25 (3):38–49. doi:10.1109/2.121508
J.Wulf, I.Blohm, J.M.Leimeister, and W.Brenner. 2014. “Massive Open Online Courses.” Business & Information Systems Engineering 6 (2):111–114. doi:10.1007/s12599-014-0313-9
M.Yoshino, and U.S.Rangan. 1995. Strategic Alliances:An Entrepreneurial Approach to Globalization. Boston:Harvard Business School Press.
E.Yu, P.Giorgini, N.Maiden, and J.Mylopoulos. 2011. Social Modeling for Requirements Engineering. Cambridge:MIT Press.
Similar publications
Sorry the service is unavailable at the moment. Please try again later.
This website uses cookies to improve user experience. Read more
Save & Close
Accept all
Decline all
Show detailsHide details
Cookie declaration
About cookies
Strictly necessary
Performance
Strictly necessary cookies allow core website functionality such as user login and account management. The website cannot be used properly without strictly necessary cookies.
This cookie is used by Cookie-Script.com service to remember visitor cookie consent preferences. It is necessary for Cookie-Script.com cookie banner to work properly.
Performance cookies are used to see how visitors use the website, eg. analytics cookies. Those cookies cannot be used to directly identify a certain visitor.
Used to store the attribution information, the referrer initially used to visit the website
Cookies are small text files that are placed on your computer by websites that you visit. Websites use cookies to help users navigate efficiently and perform certain functions. Cookies that are required for the website to operate properly are allowed to be set without your permission. All other cookies need to be approved before they can be set in the browser.
You can change your consent to cookie usage at any time on our Privacy Policy page.
