Articles in International Peer-Reviewed Journal

[1] G. Bonnin, A. Boyer, “Apport des Learning Analytics”, Administration & Education, Bulletin de l’AFAE, 2015, https://hal.inria.fr/hal-01259230.
[2] G. Bonnin, A. Brun, A. Boyer, “Exploitation du skipping pour la modélisation prédictive des usages du web. Vers une meilleure prise en compte du bruit”, Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle 26, 6, December 2012, p. 609–642, https://hal.inria.fr/hal-00778498.
[3] A. Brun, A. Boyer, “Détection de communautés d’intérêt et recommandation sociale par leaders”, Revue des Sciences et Technologies de l’Information - Série ISI : Ingénierie des Systèmes d’Information 17, 6, November 2012, p. 91–113, https://hal.inria.fr/hal-00778500.
[4] A. Brun, S. Castagnos, A. Boyer, “From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering”, Advances in Multimedia Journal 2011, January 2011, p. 1–19, https://hal.inria.fr/inria-00580116.
[5] S. Castagnos, A. Brun, A. Boyer, “La diversité : entre besoin et méfiance dans les systèmes de recommandation”, Information - Interaction - Intelligence, December 2014, https://hal.inria.fr/hal-01108998.
[6] I. Esslimani, A. Brun, A. Boyer, “Densifying a Behavioral Recommender System by Social Networks link prediction methods”, Social Network Analysis and Mining 1, 3, July 2011, p. 159–172, https://hal.inria.fr/inria-00430331.
[7] M. Grandbastien, S. Nowakowski, “Connaissances embarquées pour personnaliser les environnements d’apprentissage : Application à la plate-forme OP4L”, Sciences et Technologies de l’Information et de la Communication pour l’Education et la Formation 21, December 2014, p. 22, https://hal.inria.fr/hal-01102143.
[8] C. Haydar, A. Roussanaly, A. Boyer, “Comparing Local, Collective, and Global Trust Models”, International Journal On Advances in Life Sciences 6, 1&2, January 2014, p. 10, https://hal.inria.fr/hal-01109270.
[9] H. N. Ho, M. Rabah, S. Nowakowski, P. Estraillier, “Trace-Based Weighting Approach for Multiple Criteria Decision Making”, Journal of Software (JSW) 9, 8, August 2014, p. 2180–2187, https://hal.archives-ouvertes.fr/hal-01058156.
[10] P. Le-Hong, A. Roussanaly, T. M. Huen Nguyen, “A syntactic component for Vietnamese language processing”, Journal of Language Modelling 3, 1, 2015, p. 146–184, https://hal.archives-ouvertes.fr/hal-01255977.
[11] S. Nowakowski, A. Boyer, “Automatic tracking and control for web recommendation New approaches for web recommendation”, International Journal On Advances in Intelligent Systems, 2013, https://hal.inria.fr/hal-00770530.
[12] S. Sidhom, N. Khemiri, “Specific ontologies for semantic indexing from natural language properties”, EJDE - Electronic Journal of Digital Enterprise (ISSN: 1776-2960) 1, 1776-2960 R291 (ISSN), July 2012, p. 1–8, https://hal.inria.fr/hal-00782918.
[13] S. Sidhom, P. Lambert, “Information Design for ”Weak Signal” detection and processing in Economic Intelligence: A case study on Health resources”, (JISIB) Journal of Intelligence Studies in Business 1 (2011) 40-48 1, 1, February 2011, p. 40–48, Paper Received 20 February 2011; received in revised form 22 November 2011; accepted 25 December 2011, https://hal.inria.fr/hal-00783286.

Major International Conferences

[14] Y. Abboud, A. Boyer, A. Brun, “Predict the emergence - Application to competencies in job offers”, in : International Conference on Tools with Artificial Intelligence (ICTAI), Vietri Sul Mare, Italy, November 2015, https://hal.inria.fr/hal-01254179.
[15] M. Aleksandrova, A. Brun, A. Boyer, “Search for User-related Features in Matrix Factorization-based Recommender Systems”, in : ECML-PKDD - Doctoral session, Nancy, France, September 2014, https://hal.inria.fr/hal-01108732.
[16] M. Aleksandrova, A. Brun, A. Boyer, “What about Interpreting Features in Matrix Factorization-based Recommender Systems as Users?”, in : 25th ACM Conference on Hypertext and Social Media - Workshop on Social Personalisation , santiago du chili, Chile, September 2014, https://hal.inria.fr/hal-01108748.
[17] B. Batouche, A. Brun, A. Boyer, “Clustering Based Recommendation of Pedagogical Resources”, in : EDEN - Research Workshop, zaghreb, Croatia, June 2014, https://hal.inria.fr/hal-01108740.
[18] B. Batouche, A. Brun, A. Boyer, “Unsupervised Machine Learning based recommendation of pedagogical resources”, in : EC-TEL, Graz, Austria, October 2014, https://hal.inria.fr/hal-01108735.
[19] S. Ben Ticha, A. Roussanaly, A. Boyer, K. Bsaies, “User-Feature Model for Hybrid Recommender System”, in : 4th International Conference on Information Systems and Economic Intelligence - SIIE’2011, I. M. I. M. s. ESCE-University la Manouba (Tunisia), Nancy University (France) (editor), nformation Systems and Economic Intelligence (SIIE’2011) : 4th International Conference. (Proceedings), IGA, Casablanca Maroc, IGA Maroc, Marrakech, Morocco, March 2011, https://hal.inria.fr/inria-00580523.
[20] S. Ben Ticha, A. Roussanaly, A. Boyer, K. Bsaies, “User Semantic Preferences for Collaborative Recommendations”, in : EC-Web 2012 : 13th International Conference on Electronic Commerce and Web Technologies, C. Huemer, P. Lops (editors), 123, Springer Berlin Heidelberg, p. 203–211, Vienne, Austria, September 2012, https://hal.inria.fr/hal-00776962.
[21] S. Ben Ticha, A. Roussanaly, A. Boyer, K. Bsaies, “Feature Frequency Inverse User Frequency for Dependant Attribute to Enhance Recommendations”, in : SOTICS 2013, The Third International Conference on Social Eco-Informatics, IARA, p. 45–50, Lisbonne, Portugal, November 2013, https://hal.inria.fr/hal-00930911.
[22] S. Ben Ticha, A. Roussanaly, A. Boyer, K. Bsaïes, “User Semantic Model for Dependent Attributes to Enhance Collaborative Filtering”, in : Conference on Web Information Systems an technologies, INSTICC, Barcelona, Spain, April 2014, https://hal.inria.fr/hal-01109271.
[23] S. Ben Ticha, A. Roussanaly, A. Boyer, “User Semantic Model for Hybrid Recommender Systems”, in : The First International Conference on Social Eco-Informatics - SOTICS 2011, IARIA, Barcelona, Spain, October 2011, https://hal.inria.fr/hal-00679215.
[24] C. Bernier, S. Nowakowski, A. Boyer, “Poursuite de cibles dans l’espace de recommandation - vers un nouveau système de recommandation basé sur le filtrage de Kalman”, in : COnférence en Recherche d’Information et Applications - CORIA 2011, p. pp 57–65, Avignon, France, March 2011, https://hal.archives-ouvertes.fr/hal-00579799.
[25] A. Boumaza, A. Brun, “From Neighbors to Global Neighbors in Collaborative Filtering: an Evolutionary Optimization Approach”, in : GECCO - Genetic and Evolutionary Computation Conference - 2012, Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO’12, ACM, p. 345–352, Philadelphia, United States, July 2012, https://hal.inria.fr/hal-00778495.
[26] A. Boumaza, A. Brun, “Stochastic Search for Global Neighbors Selection in Collaborative Filtering”, in : SAC - 27th Annual ACM Symposium on Applied Computing - 2012, Proceedings of the 27th Annual ACM Symposium on Applied Computing SAC’12, ACM, p. 232–237, Riva del Garda, Italy, March 2012, https://hal.inria.fr/hal-00778497.
[27] N. Bourkache, S. Sidhom, M. Laghrouche, “Apprentissage numérique pour la recherche d’informations en imagerie médicale : Modélisation des filtres de Gabor”, in : International symposium ISKO-Maghreb 2013 ”Concepts and Tools for Knowledge Management (KM)”, M. ENSIAS Université Mohammed V Souissi, Rabat (editor), 1 (ISBN : 978-1-4799-3391-4 / Part Number : CFP1316X-CDR), ENSIAS - Université Mohammed V Souissi, Rabat, Maroc, Marrakech, Morocco, November 2013. ISBN : 978-1-4799-3391-4 / Part Number : CFP1316X-CDR, https://hal.inria.fr/hal-00927280.
[28] N. Bourkache, S. Sidhom, M. Laghrouche, “Étude Comparative en Indexation Appliquée à l’Image Médicale”, in : 5th. International Symposium ISKO-Maghreb (2015) on Knowledge Organization in the perspective of Digital Humanities: Researches and Applications, E. U. de la Manouba (Tunisie) (editor), Organisation de la Connaissance dans la perspective des Humanités Numériques : recherches et applications, 1, 1, ESC Université de la Manouba (Tunisie), ESC Université de la Manouba (Tunisie), p. 191, Hammamet, Tunisia, November 2015, https://hal.inria.fr/hal-01255992.
[29] A. Brun, m. aleksandrova, A. Boyer, “Can Latent Features be Interpreted as Users in Matrix Factorization-based Recommender Systems?”, in : WI-IAT IEEE/ACM Web Intelligence Conference, Varsovie, Poland, August 2014, https://hal.inria.fr/hal-01108807.
[30] A. Brun, A. Boyer, “Inspiration des sondages d’opinion pour réduire la latence en filtrage collaboratif.”, in : COnférence en Recherche d’Information et Applications - CORIA 2011, p. 49–56, Avignon, France, March 2011, https://hal.inria.fr/inria-00580117.
[31] A. Brun, M. Grandbastien, J. Henry, E. Vandeput, “Analyse de besoins pour un service en ligne”, in : Environnements Informatiques pour l’Apprentissage Humain (EIAH), Agadir, Morocco, June 2015, https://hal.inria.fr/hal-01254183.
[32] A. Brun, M. Grandbastien, J. Henry, E. Vandeput, “Needs analysis for an online learning service”, in : IFIP TC3 Working Conference, Vilnius, Lithuania, July 2015, https://hal.inria.fr/hal-01254182.
[33] S. Castagnos, A. Brun, A. Boyer, “Utilité et perception de la diversité dans les systèmes de recommandation”, in : CORIA 2013 - 10ème COnférence en Recherche d’Information et Applications, Neuchâtel, Switzerland, April 2013, https://hal.inria.fr/hal-00783329.
[34] S. Castagnos, A. Brun, A. Boyer, “When Diversity Is Needed... But Not Expected!”, in : International Conference on Advances in Information Mining and Management, IARIA XPS Press, p. 44–50, Lisbon, Portugal, November 2013, https://hal.inria.fr/hal-00931805.
[35] S. Castagnos, A. L ’huillier, A. Boyer, “Toward a Robust Diversity-Based Model to Detect Changes of Context”, in : 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2015), Vietri sul Mare, Italy, November 2015, https://hal.inria.fr/hal-01252832.
[36] L. Fahed, A. Brun, A. Boyer, “Episode Rules Mining Algorithm for Distant Event Prediction”, in : KDIR - 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management., rome, Italy, October 2014, https://hal.inria.fr/hal-01108803.
[37] L. Fahed, A. Brun, A. Boyer, “Extraction de règles d’épisodes minimales dans des séquences complexes”, in : EGC 2014, Rennes, France, January 2014, https://hal.inria.fr/hal-00940601.
[38] L. Fahed, A. Brun, A. Boyer, “Extraction de règles d’épisodes minimales dans des séquences complexes”, in : EGC - Extraction et Gestion des Connaissances, Rennes, France, January 2014, https://hal.inria.fr/hal-01108744.
[39] L. Fahed, A. Brun, A. Boyer, “Influencer events in episode rules: a way to impact the occurrence of events”, in : 19th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Singapour, Singapore, September 2015, https://hal.inria.fr/hal-01254175.
[40] M. Grandbastien, S. Loskovska, S. Nowakowski, J. Jovanovic, “Using online presence data for recommending human resources in the OP4L project”, in : 7th European Conference on Technology Enhanced Learning (EC-TEL 2012), Sarrebruck, Germany, September 2012, https://hal.inria.fr/hal-00770017.
[41] M. Grandbastien, S. Nowakowski, J. Jovanovic, “Recommander des ressources humaines dans un LMS Exemple du projet OP4L”, in : 8ème Colloque Technologies de l’Information et de la Communication pour l’Enseignement - TICE 2012, R. N. et al. (editor), Intégration Technologique et Nouvelles Perspectives d’Usage, p. 61–68, Lyon, France, December 2012. ISBN : 978-2-9813635-1-0 (version PDF) / 978-2-9813635-0-3 (version imprimée), https://hal.inria.fr/hal-00770029.
[42] b. gras, A. Brun, A. Boyer, “Identification des utilisateurs atypiques dans les systèmes de recommandation sociale”, in : EGC - Extraction et Gestion de Connaissances, Esch sur Alzette, Luxembourg, January 2015, https://hal.inria.fr/hal-01109257.
[43] B. Gras, A. Brun, A. Boyer, “Identifying Users with Atypical Preferences to Anticipate Inaccurate Recommendations”, in : Webist 2015 - 11th International Conference on Web Information Systems and Technologies, Lisbonne, Portugal, May 2015, https://hal.inria.fr/hal-01254172.
[44] A. Harbaoui, S. Sidhom, M. Ghenima, G. Henda Ben, “Towards an architecture for personalized information retrieval implying the user’s profile and votes”, in : 4th International Conference on Information Systems and Economic Intelligence - SIIE’2011, I. M. M. I.-M. S. ESCE-Université La Manouba (Tunisia), Nancy University (France) (editor), 1, IGA Maroc, IGA, p. 60–66, Marrakech, Morocco, February 2011, https://hal.inria.fr/inria-00580167.
[45] C. Haydar, A. Boyer, A. Roussanaly, “Hybridising collaborative filtering and trustaware recommender systems”, in : 8th International Conference on Web Information Systems and Technologies -WEBIST’2012, INSTICC, Porto, Portugal, April 2012, https://hal.inria.fr/hal-00679233.
[46] C. Haydar, A. Roussanaly, A. Boyer, “Integrating Social Trust and Reputation in Resource Filtering and Recommendation Services”, in : The 3rd Workshop on Social Web Search and Mining - SWSM 2011 : Analysis of User Generated Content Under Crisis (in conjunction with SIGIR 2011), Beijing, China, July 2011, https://hal.inria.fr/hal-00679206.
[47] C. Haydar, A. Roussanaly, A. Boyer, “Analyzing Recommender System’s Performance Fluctuations across Users”, in : CD-ARES 2012 : International Cross Domain Conference and Workshop, D. Hutchison, T. Kanade, J. Kittler, J. M. Kleinberg, F. Mattern, J. C. Mitchell, M. Naor, O. Nierstrasz, C. P. Rangan, B. Steffen, M. Sudan, D. Terzopoulos (editors), 7465, IFIP TC 8 (WG 8.4, WG 8.9) and TC 5, Springer, p. 390–402, Prague, Czech Republic, August 2012, https://hal.inria.fr/hal-00776932.
[48] C. Haydar, A. Roussanaly, A. Boyer, “Individual Opinions Versus Collective Opinions in Trust Modelling”, in : SOTICS 2013, The Third International Conference on Social Eco-Informatics, IARA, p. 92–99, Lisbonne, Portugal, November 2013, https://hal.inria.fr/hal-00929925.
[49] C. Haydar, A. Roussanaly, A. Boyer, “Local Trust Versus Global Trust Networks in Subjective Logic”, in : Web Intelligence (WI) 2013, 1, IEEE/WIC/ACM, p. 29–36, Atlanta, United States, November 2013, https://hal.inria.fr/hal-00929913.
[50] S. Haydar, A. Roussanaly, A. Boyer, “Clustering Users to Explain Recommender Systems’ Performance Fluctuation”, in : ISMIS12 - The 20th International Symposium on Methodologies for Intelligent Systems - 2012, L. Chen, A. Felfernig, J. Liu, Z. W. Ras (editors), 7661, Springer Berlin Heidelberg, p. 357–366, Macau, China, December 2012, https://hal.inria.fr/hal-00777218.
[51] C. Henry, S. Sidhom, I. Saleh, “Fondements de dématérialisation et traitement des données sensibles: cadre d’étude sur l’impression bancaire.”, in : 4th. International Symposium ISKO-Maghreb : Concepts and Tools for Knowledge Management (KM), B. K. B. N. M. A. E. SIDHOM Sahbi, GHENIMA Malek (editor), Actes du Colloque International ISKO Maghreb 2014, 1, 1-2014, CERIST Algeria, p. 7, Alger, Algeria, November 2014, https://hal.inria.fr/hal-01109154.
[52] C. Henry, S. Sidhom, I. Saleh, “Dematerialization of information supports and their appropriation by usage: Process of value added”, in : 6th International Conference on Information Systems and Economic Intelligence (SIIE), IEEE (editor), Information Systems and Economic Intelligence (SIIE), 2015, 1, 1, ESC University of la Manouba (Tunisia), IEEE Conference Publications, p. 7, Hammamet, France, February 2015. DOI:10.1109/ISEI.2015.7358742 Publisher: IEEE, https://hal.inria.fr/hal-01255938.
[53] C. Henry, S. Sidhom, I. Saleh, “Méthodologie de pérennisation des données sensibles en entreprise : Études de terrain sur le patrimoine immatériel dans son organisation”, in : 5th. International Symposium ISKO-Maghreb (2015) on Knowledge Organization in the perspective of Digital Humanities: Researches and Applications, E. U. de la Manouba (Tunisie) (editor), Knowledge Organization in the perspective of Digital Humanities: Researches and Applications, 1, 1, ESC Université de la Manouba (Tunisie), ESC Université de la Manouba (Tunisie), p. 191, Hammamet, Tunisia, November 2015, https://hal.inria.fr/hal-01256004.
[54] H. N. Ho, M. Rabah, P. Estraillier, S. Nowakowski, “A process for Trace-Based Criteria Weighting in Multiple Criteria Decision Making”, in : 6th International Conference on Computer Research and Development, p. 77–84, Hanoi, Vietnam, February 2014, https://hal.archives-ouvertes.fr/hal-00941228.
[55] H. N. Ho, M. Rabah, S. Nowakowski, P. Estraillier, “Trace-Based Decision Making in Interactive Application: Case of Tamagotchi systems”, in : IEEE International Conference on Control, Decision and Information Technologies, p. 123–127, Metz, France, November 2014, https://hal.archives-ouvertes.fr/hal-01088140.
[56] H. N. Ho, M. Rabah, S. Nowakowski, P. Estraillier, “Aide à la décision multicritère à base de traces avec PROMETHEE II”, in : 16ème conférence ROADEF - Société Française de Recherche Opérationnelle et Aide à la Décision, Marseille, France, February 2015, https://hal.archives-ouvertes.fr/hal-01194554.
[57] H. N. Ho, M. Rabah, S. Nowakowski, P. Estraillier, “Application of TraceBased Subjective Logic to User Preferences Modeling”, in : 20th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, G. S. Ansgar Fehnker, Annabelle McIver, A. V. (editors) (editors), LPAR-20. 20th International Conferences on Logic for Programming, Artificial Intelligence and Reasoning - Short Presentations, EPiC Series in Computer Science, 35, p. 94–105, Suva, Fiji, November 2015, https://hal.archives-ouvertes.fr/hal-01223265.
[58] I. Houot, N. Issenmann, S. Nowakowski, “Quels impacts du déploiement d’un ePortfolio sur le cadre institutionnel et pédagogique ? Retour d’expérience”, in : 4ème Colloque International de l’Université à l’Ere du Numérique - CIUEN 2012, p. 10 pages, Lyon, France, April 2012, https://hal.inria.fr/hal-00770008.
[59] N. Jones, A. Brun, A. Boyer, “Initial Perspectives From Preferences Expressed Through Comparisons”, in : The 14th International Conference on Human-Computer Interaction - HCI International 2011, C. Stephanidis (editor), 173, Springer Verlag, p. 33–37, Orlando, United States, July 2011. The original publication is available at www.springerlink.com, https://hal.inria.fr/inria-00579606.
[60] N. Khemiri, S. Sidhom, M. Ghenima, H. Ben Ghezala, “Natural ontology representation based on NP’s properties and semantic relations”, in : Information Systems and Economic Intelligence, I. M. I. M. s. ESCE-University La Manouba (Tunisia), Nancy University (France) (editor), 1, IGA Maroc, IGA Maroc, p. 315–321, Marrakech, Morocco, February 2011, https://hal.inria.fr/inria-00580171.
[61] A. Knauf, G. Joel, M. Morieux, “TICE et enseignement supérieur, quelle efficacité auprès des étudiants issus de Bacs professionnels?”, in : 84e Congrès de l’Acfas, ACFAS, Montréal, France, May 2016, https://hal.inria.fr/hal-01260068.
[62] A. Knauf, S. Nowakowski, “How everyday digital practices affect students use of their Personal Learning Environments - case study at the University of Lorraine”, in : PLE 2014, p. 17, Tallinn, Estonia, July 2014, https://hal.inria.fr/hal-01078216.
[63] A. Knauf, “Comment conduire le changement pour optimiser la scénarisation pédagogique ?”, in : Concepts and Tools for Knowledge Management, ISKO Maghreb, p. C32, Hammamet, Tunisia, November 2012, https://hal.archives-ouvertes.fr/hal-00772573.
[64] P. Lambert, S. Sidhom, “Problématique de la veille informationnelle en contexte interculturel : étude de cas d’un processus d’identification d’experts vietnamiens”, in : Concepts et outils pour le management de la connaissance - ISKO-Maghreb 2011, p. N/c, Hammamet, Tunisia, May 2011. Nom anglais de la conférence : 1st. International Symposium ISKO-Maghreb’2011 - ”Concepts and Tools for Knowledge Management (KM)”, https://hal.archives-ouvertes.fr/hal-00677794.
[65] P. Le Hong, T. Minh Huyen Nguyen, A. Roussanaly, “Vietnamese Parsing with an Automatically Extracted Tree-Adjoining Grammar”, in : 9th IEEE-RIFV International Conference on Computing and Communication Technologies, IEEE, Ho Chi Minh City, Vietnam, February 2012, https://hal.inria.fr/hal-00679223.
[66] A. Lelu, A. Roussanaly, “Espaces intrinsèques des relations entre mots : une exploration multi-échelle.”, in : JADT 2014 : 12e Journées internationales d’Analyse statistique des Données Textuelles, M. Valette, S. Fleury (editors), INALCO, p. 409–420, Paris, France, June 2014, https://hal.archives-ouvertes.fr/hal-01067984.
[67] A. L’Huillier, S. Castagnos, A. Boyer, “Understanding Usages by Modeling Diversity over Time”, in : 22nd Conference on User Modeling, Adaptation, and Personalization, UMAP 2014 Extended Proceedings, 1181, Aalborg University, Denmark, Aalborg, Denmark, July 2014, https://hal.inria.fr/hal-01108990.
[68] N. C. Nguyen, A. Roussanaly, A. Boyer, “Studying Relations Between E-learning Resources to Improve the Quality of Searching and Recommendation”, in : Proceedings of the 7th International Conference on Computer Supported Education, p. 119–129, Lisbon, Portugal, May 2015, https://hal.inria.fr/hal-01253030.
[69] C. Nguyen Ngoc, A. Roussanaly, A. Boyer, “Learning Resource Recommendation: An Orchestration of Content-Based Filtering, Word Semantic Similarity and Page Ranking”, in : EC-TEL 2014 : 9th European Conference on Technology Enhanced Learning, Open Learning and Teaching in Educational Communities, European Association of Technology Enhanced Learning, Springer, p. 302–316, Gratz, Austria, September 2014, https://hal.inria.fr/hal-01109258.
[70] S. Nowakowski, N. Bernard-Issenmann, I. Cherqui-Houot, A. Brun, “Technical and pedagogical feedback on the deployment of an ePortfolio. Models of the uses, analysis and perspectives”, in : 10th ePorftolio and Identity conference - ePIC 2013, Proceedings of ePIC 2012, the 10th International ePortfolio and Identity Conference, p. 177–185, Londres, United Kingdom, July 2012. ISBN: 9782954014418, https://hal.inria.fr/hal-00770013.
[71] S. Nowakowski, N. Bernard-Issenmann, I. Cherqui-Houot, “Toward an innovative strategy for the deployment of a regional ePortfolio”, in : 9th ePortfolio and Identity Conference - ePIC 2011, p. 206–207, London, United Kingdom, July 2011. ISBN 978-2-9540144-0-1, https://hal.archives-ouvertes.fr/hal-00591895.
[72] S. Nowakowski, A. Boyer, B. Cédric, “Target Tracking in the recommender space - Toward a new recommender system based on Kalman filtering”, in : INTERNET 2011, p. non connus, Luxembourg, Luxembourg, June 2011, https://hal.archives-ouvertes.fr/hal-00591812.
[73] S. Nowakowski, N. Issenmann, I. Houot, “ePortfolios in France: from e-identity to an assessment and application instrument - First results of the (era.net.rus project ”ePortfolio for Human Resources”)”, in : ePIC forum 2013, Londres, United Kingdom, July 2013, https://hal.inria.fr/hal-00835772.
[74] S. Nowakowski, N. Issenmann, “ePortfolios - challenges and recommendations - toward an identity through digital technologie”, in : Siberian Federal University, Krasnoyarsk, Russia, June 2013, https://hal.inria.fr/hal-00835172.
[75] S. Nowakowski, N. Issenmann, “ePortfolios in France: toward identity through digital technologies. From eHR project to ADN project”, in : ePIC forum 2013, Londres, United Kingdom, July 2013, https://hal.inria.fr/hal-00844369.
[76] S. Nowakowski, N. Issenmann, “From presence to distance - toward a new learning and training paradigm”, in : Siberian Federal University, Krasnoyarsk, Russia, June 2013, https://hal.inria.fr/hal-00835173.
[77] S. Nowakowski, N. Issenmann, “Higher Education and Research in France - Presentation of the university of Lorraine and presentation of the french higher education system”, in : Siberian Federal University, Krasnoyarsk, Russia, June 2013, https://hal.inria.fr/hal-00835166.
[78] S. Nowakowski, M. Schneewele, I. Houot, N. Issenmann, “Dynamics of the learning process and specificities of the digital being in the university”, in : ePIC Forum 2014, Londres, United Kingdom, July 2014, https://hal.inria.fr/hal-01108233.
[79] S. Nowakowski, “Apprendre et enseigner en numérique. Un état de la recherche”, in : Forum eLearning Tunisie 2013, Tunis, Tunisia, October 2013, https://hal.inria.fr/hal-00933428.
[80] S. Nowakowski, “Anatomy of digital roaming - from the dividuation to individuation”, in : ePIC Forum, Londres, United Kingdom, July 2014, https://hal.inria.fr/hal-01063103.
[81] S. Nowakowski, “Une anatomie de l’errance numérique ou vers une vision renouvelée des usages du web”, in : À travers Champs, L’École Doctorale 355, a FRUMAM, l’I2M, Le LabEx Archimède, La MMSH, Marseille, France, June 2014, https://hal.inria.fr/hal-01020822.
[82] E. Perrin, A. Brun, B. Anne, “Utilisation d’invariants pour une médiation interdomaines de modèles utilisateurs : ressources invariantes et invariants sémantiques”, in : EGC - 12e Conférence Internationale Francophone sur l’Extraction et la Gestion des Connaissances - 2012, Bordeaux, France, January 2012, https://hal.inria.fr/hal-00778493.
[83] L. Razmerita, A. Brun, “Collaborative Learning in Heterogeneous Classes: Towards a Group Formation Methodology”, in : International Conference on Computer Supported Education - CSEDU 2011, Noordwijkerhout, Netherlands, May 2011, https://hal.inria.fr/inria-00580118.
[84] M. Rim, S. Sidhom, M. Ghenima, H. Ben Ghezala, “From information to decision: information management methodology in decisional process”, in : 4th International Conference on Information Systems and Economic Intelligence - SIIE’2011, I. M. I. M. s. ESCE-University la Manouba (Tunisia), Nancy University (France) (editor), 1, IGA Maroc, IGA Maroc, p. 219–226, Marrakech, Morocco, February 2011, https://hal.inria.fr/inria-00580172.
[85] M. Rim, S. Sidhom, M. Ghenima, H. Ben Ghézala, “Modélisation centrée sur l’acteur dans une approche e-veille : analyse de corpus sur les nanotechnologies”, in : International symposium ISKO-Maghreb 2013 ”Concepts and Tools for Knowledge Management (KM)”, M. ENSIAS Université Mohammed V Souissi, Rabat (editor), ”Concepts and Tools for Knowledge Management (KM)”, 1 (ISBN : 978-1-4799-3391-4 / Part Number : CFP1316X-CDR), ENSIAS - Université Mohammed V Souissi, Rabat, Maroc, Marrakech, Morocco, November 2013, https://hal.inria.fr/hal-00927284.
[86] M. Scherer, S. Sidhom, “Progress of concepts and processes in library information system: towards Library 2.0”, in : 4th international conference on Information Systems and Economic Intelligence - SIIE’2011, 1, IGA Maroc, IGA Maroc, p. 123–130, Marrakech, Morocco, February 2011, https://hal.inria.fr/inria-00580168.
[87] M. Schneewele, S. Nowakowski, I. Cherqui-Houot, A. Zapata, “Analysis and Understanding Practices and Uses of a VLE in Secondary Education: Toward a New Model of the Uses”, in : EDEN Open Classroom 2011 Conference, S. Sotiriou, A. Szucs (editors), European Distance and E-Learning Network, p. 83–88, Athens, Greece, October 2011, https://hal.archives-ouvertes.fr/hal-00636848.
[88] M. Schneewele, S. Nowakowski, A. Zapata, “Implantation d’un ENT dans l’enseignement secondaire, analyse et modélisation des usages : le cas lorrain”, in : Conférence EIAH 2011 (Environnements Informatiques pour l’Apprentissage Humain), p. 1–3, Mons, Belgium, May 2011, https://hal.archives-ouvertes.fr/hal-00592214.
[89] S. Sidhom, P. Lambert, “”Information Design” for ”Weak Signal” detection and processing in Economic Intelligence: case study on Health resources”, in : 4th International Conference on Information Systems and Economic Intelligence - SIIE’2011, I. M. I. M. s. ESCE-University la Manouba (Tunisia), Nancy University (France) (editor), 1, IGA Maroc, IGA Maroc, p. 315–321, Marrakech, Morocco, February 2011, https://hal.inria.fr/inria-00580174.
[90] S. Sidhom, P. Lambert, “Management (by concepts and processes) in Economic Intelligence: nanoMetrology cluster Project”, in : Colloque international de l’Institut de Management Stratégique et d’Intelligence Economique (IMSIE) d’Alger - Algérie., I. A. et ESAA Alger (editor), IMSIE 2013, 1, IMSIE Alger, Alger, Algeria, June 2013, https://hal.inria.fr/hal-00927188.
[91] S. Sidhom, P. Lambert, “Project Management within Economic Intelligence: Diagnostic Tool for nanometrology cluster”, in : NooJ 2013 International Conference, G. R. C. for Artificial Intelligence (DFKI GmbH) (editor), The Language Technology Lab of the German Research Center for Artificial Intelligence (DFKI GmbH): Thierry Declerck (DFKI) Stefania Racioppa (DFKI) Max Silberztein (Université de Franche-Comté), p. 2, Saarbrücken, Germany, June 2013, https://hal.inria.fr/hal-01109146.
[92] S. Sidhom, P. Lambert, “Project Management within Economic Intelligence: using NooJ as Diagnostic Tool for nanometrology cluster”, in : NooJ 2013 International Conference, T. L. T. L. of the German Research Center for Artificial Intelligence (DFKI GmbH) (editor), NooJ’2013, 1, The Language Technology Lab of the German Research Center for Artificial Intelligence (DFKI GmbH), Saarbrücken, Germany, June 2013, https://hal.inria.fr/hal-00927180.
[93] S. Sidhom, P. Lambert, “Traitement de l’information scientifique et technique dans un contexte de veille : plateforme d’apprentissage multilingue”, in : Cinquième journée Technopolice spécialisée (19 septembre 2013 à Paris (direction générale de la gendarmerie nationale (DGGN))., Technopolice 2013 - journée Technopolice spécialisée (19 septembre 2013 à Paris (direction générale de la gendarmerie nationale (DGGN))., Paris, France, September 2013, https://hal.inria.fr/hal-00927193.
[94] S. Sidhom, P. Lambert, “Validations informationnelles pour l’organisation des connaissances sur le Community Manager : contexte d’étude en nano-sciences et -technologies”, in : IDEKI - Didactiques et métiers de l’humain, I. U. de Lorraine (editor), 1, IUFM - Université de Lorraine, Nancy, France, October 2013, https://hal.inria.fr/hal-00927176.
[95] S. Sidhom, P. Lambert, “Modèle d’analyse pour l’activité en Community Management : de la ré-indexation sociale à l’organisation des connaissances en nanosciences”, in : 1er Colloque International CIA ” Connaissances et Informations en Action : Transfert et organisation des connaissances en contexte ”, U. de Bordeaux (editor), Université de Bordeaux, Sous la direction de : LIQUÈTE Vincent et BRUNEL Stéphane - ESPE Aquitaine - Université de Bordeaux - France, p. 20, Bordeaux, France, May 2014, https://hal.inria.fr/hal-01109142.
[96] S. Sidhom, “Modèle d’analyse morpho-syntaxique adaptatif au web usages : ré-indexation sociale dans une norme syntagmatique”, in : Colloque International CNPLET/MENLABORATOIRE (Alégrie) & Laboratoire PARAGRAPHE Paris8 (France, L. P. U. de Paris 8 (France) (editor), 1, Le C.N.P.L.E.T et le C.R.S.T.D.L.A (Algérie), en partenariat avec le Laboratoire Paragraphe des Universités (Paris 8 et Cergy - Pontoise, France), Ghardaïa, Algeria, November 2013. Colloque international, Novembre 2013, sur : ”La Néologie, les corpus informatisés et les processus d’élaboration des langues de moindre diffusion”, tenu à Ghardaïa, Algérie. (http://www.paragraphe.univparis8.fr/colloque_international/amenagement_lexical_terminologie_traductionnelle/)., https://hal.inria.fr/hal-00927183.
[97] A. Tebbakh, S. Sidhom, “De l’hypertexte en libre accès aux réseaux sémantiques : l’apport du wiki sémantique.”, in : ISKO-Maghreb 2012 - ”Concepts and Tools for Knowledge Management (KM)”, E. universitaires Université de la Manouba (editor), 1, p. 134–141, Hammamet, Tunisia, November 2012, https://hal.inria.fr/hal-00782914.
[98] I. Vatolkin, G. Bonnin, D. Jannach, “Comparing Audio Features and Playlist Statistics for Music Classification”, in : European Conference on Data Analysis (ECDA), Bremen, Germany, July 2014, https://hal.inria.fr/hal-01259247.

Books

<strong>[99]</strong> P. Pecquet, S. Sidhom, Editorial Concepts and Tools on Knowledge Management: factors that organize knowledge and phenomena that affect the information society A special issue of e-JDE on Knowledge Management to design the best strategies process, special issue of e-JDE on Knowledge Management to design the best strategies process, 37, 1-2, June 2014, <a href="https://hal.inria.fr/hal-01109152">https://hal.inria.fr/hal-01109152</a>.

Books or Proceedings Editing

[100] N. Boudjlida, S. Sidhom, M. Ghenima, Information Systems and Economic Intelligence (SIIE’2015), Information Systems and Economic Intelligence (Proceedings of SIIE’2015), 1, 1, IEEE Conference Publications, January 2015, https://hal.inria.fr/hal-01255470.
[101] A. e Journal eJ.D.E. (editor), General applications from Information Analysis, Data Mining and Knowledge representation using Ontology Model : A special issue of e-JDE on Knowledge Management to design the best strategies process, Academic e-Journal eJ.D.E., Montpellier, France, January 2011, 1–7p. Direction d’un ouvrage scientifique dans le journal académique : e-Journal eJ.D.E., https://hal.inria.fr/hal-00783274.
[102] J.-P. Haton, S. Sidhom, M. Ghenima (editors), Information Systems and Economic Intelligence : 4th. International Conference SIIE 2011. (Proceedings). February 17-19, 2011 (Marrakech, Morocco), IGA Morocco, 1, IGA Morocco, February 2011, 529p., https://hal.inria.fr/inria-00580162.
[103] C. M. of Higher Education, A. Scientific Reasearch (editors), Concepts and Tools for Knowledge Management (KM), CERIST - ISKO Maghreb 2014, 1, 1, CERIST Algeria, Alger, Algeria, November 2014, 250p. DL (Dépôt Légal en Algeria): 266-2014 CERIST-AlgérieIEEE Xplore: DOI: 10.1109/ISKO-Maghreb.2014, https://hal.inria.fr/hal-01109139.
[104] K. B. A. M. E. S. Sidhom, M. Ghenima (editor), Knowledge Organization in the perspective of Digital Humanities: Researches and Applications (ISKO-Maghreb’2015), Knowledge Organization in the perspective of Digital Humanities: Researches and Applications: ISKO-Maghreb’2015 proceedings, 1, 1, Ecole de Commerce de Tunis, Université de la Manouba (Tunisie), Hammamet, Tunisia, November 2015, 191p., https://hal.inria.fr/hal-01255488.
[105] S. Sidhom, M. Ghenima, K. Baïna, M. Abik, Concepts and Tools for Knowledge Management (KM), ISKO-Maghreb : concepts et outils pour le management de la connaissance, 1 (ISBN : 978-1-4799-3391-4 / Part Number : CFP1316X-CDR), November 2013, https://hal.inria.fr/hal-00927290.
[106] S. Sidhom, M. Ghenima, Concepts and Tools for Knowledge Management (KM) : Proceedings ISKO-Maghreb’2011, ISKO-Maghreb : concepts et outils pour le management de la connaissance, 1, May 2011, https://hal.inria.fr/hal-00927725.
[107] S. Sidhom, M. Ghenima, ”Concepts and Tools for Knowledge Management (KM)” : Proceedings of ISKO-Maghreb’2012, ISKO-Maghreb : concepts et outils pour le management de la connaissance, 1, November 2012, https://hal.inria.fr/hal-00927711.
[108] E. universitaires Université de la Manouba (editor), Proceedings of the 5th International Conference on Information Systems and Economic Intelligence (SIIE’2012), SIIE : EDISCIENCES, 1, C&R : EDISCIENCES, February 2012, 332p. Conference: www.siie.fr (February 16-18, 2012 in Djerba, Tunisia), https://hal.inria.fr/hal-00784379.

Book chapters

[109] S. Ben Ticha, A. Roussanaly, A. Boyer, K. Bsaies, “Rocchio Algorithm to Enhance Semantically Collaborative Filtering”, in : Lecture Notes in Business Information Processing, K.-H. K. Valérie Monfort (editor), 226, Springer International Publishing, December 2015, p. 295–311, https://hal.archives-ouvertes.fr/hal-01255469.
[110] A. Brun, S. Castagnos, A. Boyer, “Social recommendations: mentor and leader detection to alleviate the cold-start problem in collaborative filtering”, in : Social Network Mining, Analysis and Research Trends: Techniques and Applications, T.-P. H. I-Hsien Ting and L. S. Wang (editors), IGI Global, November 2011, p. 270–290, https://hal.inria.fr/inria-00580119.
[111] I. Esslimani, A. Brun, A. Boyer, “Towards Leader Based Recommendations”, in : The Influence of Technology on Social Network Analysis and Mining, G. W. A. H. R. Tansel Ozyer, Jon Rokne (editor), 6, Springer, July 2013, p. 455–470, https://hal.inria.fr/hal-00940600.
[112] A. Knauf, S. Goria, “Les pratiques du Web 2.0 comme grille de lecture du territoire 2.0 ” collaboratif et compétitif ” pour identifier des facteurs de clés de succès et d’échecs liés à la gestion d’une grappe d’entreprises.”, in : Mondialisation et résilience des territoires : Trajectoires, dynamiques d’acteurs et expériences locales, P. de l’Université du Québec (editor), Presses de l’Université du Québec, May 2012, p. 318, https://hal.archives-ouvertes.fr/hal-00772605.
[113] A. Knauf, “Emerging Functions for driving Competitive Intelligence at Regional Level”, in : Competitive intelligence and decision problems, A. David (editor), Wiley, June 2011, https://hal.inria.fr/inria-00618419.
[114] S. Nowakowski, I. Ognjanović, M. Grandbastien, J. Jovanovic, R. Šendelj, “Two Recommending Strategies to Enhance Online Presence in Personal Learning Environments”, in : Recommender Systems for Technology Enhanced Learning: Research Trends and Applications, S. S. M. N. Y. 2014 (editor), Recommender Systems for Technology Enhanced Learning: Research Trends and Applications, Springer Science+Business Media New York 2014, 2014, https://hal.inria.fr/hal-01102265.
[115] S. Sidhom, N. Bourkache, M. Laghrouche, “Numerical training for the information research in medical imagery : Modeling of the Gabor filters”, in : Knowledge organization in the 21st century: between historical patterns and future prospects, I. International (editor), Würzburg: Ergon, 2014. pp. 596, ISBN: 9783956500404, 1, Ergon, April 2014, p. 8, https://hal.inria.fr/hal-01109145.
[116] S. Sidhom, N. Bourkache, M. Laghrouche, “Multimodal Indexing and Information Retrieval in Medical Image Mammographies: Digital Learning Based on Gabor Filters Model”, in : Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes, E. T. Wahiba Ben Abdessalem Karaa (Taif University, Saudi Arabia & RIADI-GDL Laboratory and K. I. Nilanjan Dey (Department of Information Technology, Techno India College of Technology (editors), Advances in Bioinformatics and Biomedical Engineering (ABBEà Book Series, 1, IGI Global, November 2015, p. 414, https://hal.inria.fr/hal-01255457.
[117] S. Sidhom, P. Lambert, “Le ”Community Manager” dans un contexte d’étude en nanosciences et nanotechnologies : de la validation informationnelle à l’organisation des connaissances”, in : IDÉKI nouvel espace et nouveaux enjeux pour construire et innover en didactiques, L’Harmattan (editor), 1, L’Harmattan, July 2014, (sous la direction de) Muriel FRISCH (Eds.) chez L’Harmattan, France., https://hal.inria.fr/hal-00927289.
[118] S. Sidhom, P. Lambert, “Project Management in Economic Intelligence: NooJ as Diagnostic Tool for Nanometrology Cluster”, in : Formalising Natural Languages with NooJ 2013: Selected Papers from the NooJ 2013 International Conference, Formalising Natural Languages with NooJ 2013, 1, 1, Cambridge Scholars Publishing (June 1, 2014), June 2014, p. 250 (Sahbi Sidhom and Philippe Lambert pp.173–190), https://hal.inria.fr/hal-01109149.
[119] S. Sidhom, “Conjoncture des processus d’indexation et de gestion des connaissances : vers la réindexaton par les usages.”, in : DIDACTIQUES ET MÉTIERS DE L’HUMAIN ET DE LA RELATION - Nouveaux espaces et dispositifs en question, Nouveaux horizons en formation et en recherche : Objets de recherche et pratiques ” en écloserie”, L’Harmattan (editor), ID/Emergences, cheminements et constructions de savoirs EDUCATION FORMATION SOCIOLOGIE, 1, L’Harmattan, July 2013, p. 85–124, Mots-clés : indexation automatique, organisation de la connaissance, filtrage sémantique, traitement automatique du langage (TAL), réindexation, management de la connaissance., https://hal.inria.fr/hal-00927285.

Other Publications

[120] A. Boyer, G. Casanova, A. Roussanaly, F. Ducreau, “Pericles or How to Assess and to Improve Quality in Higher Education”, EDEN Annual Conference 2015, Expanding Learning Scenarios, Opening Out the Educational Landscape, June 2015, Poster, https://hal.archives-ouvertes.fr/hal-01256003.
[121] S. Castagnos, F. Marchal, D. Benmouffek, A. Boyer, “Modélisation de la mémoire à partir du comportement oculaire”, 1ère conférence sur les approches oculométriques en psychologie, November 2015, Poster, https://hal.inria.fr/hal-01252854.
[122] M. Demange, F. Marchal, A. Besozzi, S. Castagnos, G. Watfa, “Utilité de l’EyeTracker dans l’évaluation neuropsychologique diagnostique : étude pilote sur une tâche de flexibilité mentale”, Congrès National 2014 des unités de soins Alzheimer, December 2014, Poster, https://hal.inria.fr/hal-01109008.
[123] L. Fahed, A. Brun, A. Boyer, “Episode Rules Mining Algorithm for Distant Event Prediction”, Research report, Université de Lorraine, August 2014, https://hal.inria.fr/hal-01062542.
[124] C. Haydar, A. Boyer, A. Roussanaly, “Time-aware trust model for recommender systems”, International Symposium on Web AlGorithms, June 2015, Poster, https://hal.archives-ouvertes.fr/hal-01171324.
[125] H. N. Ho, M. Rabah, S. Nowakowski, P. Estraillier, “Personnalisation interactive de parcours pédagogiques par une méthode de décision multicritère à base de traces”, 7ème Conférence sur les Environnements Informatiques pour l’Apprentissage Humain, June 2015, Poster, https://hal.archives-ouvertes.fr/hal-01211604.
[126] I. Houot, N. Issenmann, S. Nowakowski, “e-insertion ou comment le numérique vient en appui des stratégies d’insertion des étudiants”, Research report, Université Nancy 1, April 2013, https://hal.inria.fr/hal-00822799.
[127] J.-D. Mellot, A. Boyer, “Avant la bibliographie nationale française : pionniers et prédécesseurs, du XVIe siècle à 1811”, working paper or preprint, October 2011, https://hal-bnf.archives-ouvertes.fr/hal-00738455.
[128] S. Nowakowski, C. Bernier, A. Boyer, “Target tracking in the recommender space: Toward a new recommender system based on Kalman filtering”, Research report, Université Nancy 1, July 2011, https://hal.inria.fr/inria-00534413.
[129] S. Nowakowski, N. Issenmann, I. Houot, “ADN - Apprentissages et iDentité Numérique.”, 1er congrès du GIS Réseau National des Maisons des Sciences de l’Homme, December 2012, https://hal.inria.fr/hal-00770033.
[130] S. Nowakowski, “P2CeL - Production Collaborative de Connaissances et eLearning : une approche par wikis sociaux sémantiques”, 1er congrès du GIS Réseau National des Maisons des Sciences de l’Homme, December 2012, https://hal.inria.fr/hal-00770139.
[131] S. Nowakowski, “ePortfolio : enjeux et recommandations ! du Livre Blanc ”La démarche ePortfolio dans l’enseignement supérieur français” à des échappées belles en Europe en passant par les enjeux de l’université française”, June 2014, Il s’agit d’une intervention faite dans le cadre d’un séminaire organisé par l’URCA (Université Reims Champagne Ardenne) sur le thème des ePortfolios et de la pédagogie universitaire., https://hal.inria.fr/hal-01020787.
[132] S. Nowakowski, “Towards a sustainable vision of the digital citizen”, Lecture, April 2015, https://hal.inria.fr/cel-01102272.
[133] A. Roussanaly, “Bringing Personalized Recommendations of Open Educational Resources into the Student Private Digital Learning Environment”, E-Learning conference and celebration of the 30th anniversary of the Charter Saar Lor Lux Rhineland-Palatinate Wallony, October 2014, Poster, https://hal.inria.fr/hal-01081499.
[134] S. Sidhom, “Veille Scientifique et Technique : Modèle d’observation et d’analyse issu de l’intelligence collective en nanosciences”, Collecte, filtrage et veille aujourd’hui, January 2015, Type :ColloqueLieu : Université Jean Moulin. Salon des Symboles Nord – site Manufacture des Tabacs, Lyon 8eContact Organisateur : Mabrouka EL HACHANI, mabrouka.el-hachani@univ-lyon3.fr, https://hal.inria.fr/hal-01255394.