Recommendation of Pedagogical Resources within a Learning Ecosystem

With the current development of Information and Communication Technologies (ICT), organizations deal with great amount of information coming from many systems. Identifying a resource of relevant information to a specific context becomes a real challenge. In the course of our work we are interested in recommendation of pedagogical resources within a learning ecosystem. We have chosen to model a learning ecosystem as a system of information systems (SoIS). In this SoIS we introduce a resource recommender system. This system is based on users’ votes (learners, teachers), and the similarity between the description of pedagogical resources and the learners' profile. In our approach, we take into account the willingness to collaborate. Therefore, we exploit a collaboration model that supports learning ecosystem to answer the demand for questions such as, who collaborates with whom, how, when, why, on what and where, etc. The work presented in this paper is focused on at recommendation of pedagogical resources within a learning ecosystem. 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 ACM 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 permissions@acm.org. MEDES '17, Bangkok, Thailand © 2017 ACM. 978-1-4503-4895-9/17/11...$15.00 DOI: 10.1145/3167020.3167023 CCS Concept Human-centered computing~Collaborative and social computing systems and tools; Information systems~Answer ranking; Information systems~Social tagging systems

[1]  David N. Perkins L'individu-plus. Une vision distribuée de la pensée et de l'apprentissage , 1995 .

[2]  Ricardo Conejo,et al.  A Learner Model in a Distributed Environment , 2004, AH.

[3]  Stanley Frielick,et al.  Beyond constructivism : An ecological approach to e-learning , 2004 .

[4]  Michael J. Pazzani,et al.  Content-Based Recommendation Systems , 2007, The Adaptive Web.

[5]  Wilson Vicente Ruggiero Itana Stiubiener,et al.  An Approach in Personalisation and Privacy in E-Learning Systems , 2010 .

[6]  Rogelio Lozano,et al.  Controllability and observability of leader-based multi-agent systems , 2008, 2008 47th IEEE Conference on Decision and Control.

[7]  Yuan Fan Zhang Modélisation de l'apprenant dans le cadre d'un environnement informatique pour l'apprentissage humain offrant des conseils personnalisés , 2010 .

[8]  Christian Gütl,et al.  Ecosystem-based Theoretical Models for Learning in Environments of the 21st Century , 2008, Int. J. Emerg. Technol. Learn..

[9]  Marie-Hélène Abel,et al.  Integration of brainstorming platform in a system of information systems , 2016, MEDES.

[10]  Hai Dong,et al.  Digital Ecosystem Ontology , 2007, 2007 IEEE International Symposium on Industrial Electronics.

[11]  Ido Guy,et al.  Social Recommender Systems , 2015, Recommender Systems Handbook.

[12]  Marie-Hélène Abel,et al.  Recommandation argumentée de ressources pédagogiques au sein d'un écosystème apprenant , 2016, IC.

[13]  Ioannis Hatzilygeroudis Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities , 2004, Expert Syst. Appl..

[14]  Maria Virvou,et al.  Personalised adult e-training on computer use based on multiple attribute decision making , 2004, Interact. Comput..

[15]  B. Carlsson,et al.  On the nature, function and composition of technological systems , 1991 .

[16]  Earl J. Hess July 21–22 , 2018 .

[17]  Peter Brusilovsky,et al.  Methods and techniques of adaptive hypermedia , 1996, User Modeling and User-Adapted Interaction.

[18]  Maria Virvou,et al.  Using Web Services for Personalised Web-based Learning , 2003, J. Educ. Technol. Soc..

[19]  Vasile Paul Bresfelean,et al.  Mining the students' preferences regarding e-learning environments , 2010, ICSE 2010.

[20]  Cong Chun-yu Using Web Services for Personalized Web-based Learning , 2004 .

[21]  Abel Marie-Hélène,et al.  Integration of brainstorming platform in a system of information systems , 2016, MEDES 2016.

[22]  M. Lefèvre,et al.  Modèles et outils pour rendre possible la réutilisation informatique de profils d’apprenants hétérogènes , 2009 .

[23]  Kristian J. Hammond,et al.  Knowledge-Based Navigation of Complex Information Spaces , 1996, AAAI/IAAI, Vol. 1.

[24]  Douglas B. Terry,et al.  Using collaborative filtering to weave an information tapestry , 1992, CACM.

[25]  Marie-Hélène Abel,et al.  Knowledge map-based web platform to facilitate organizational learning return of experiences , 2015, Comput. Hum. Behav..

[26]  Siu-Ming Yiu,et al.  SmartTutor: An intelligent tutoring system in web-based adult education , 2003, J. Syst. Softw..