Bénédicte Le Grand
Publications
Publications
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Mean Absolute Percentage Error for regression modelsNeurocomputing, 2016, Advances in artificial neural networks, machine learning and computational intelligence — Selected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015), 192, pp.38 - 48. ⟨10.1016/j.neucom.2015.12.114⟩ |
Introduction. Méthodes empiriques et expérimentales en ingénierie des SIRevue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2015, 20 (6), pp.7 - 9 |
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Multi-ego-centered communities in practiceSocial Network Analysis and Mining, 2014, 4 (1), pp.180. ⟨10.1007/s13278-014-0180-x⟩ |
Studying Graph Dynamics Through Intrinsic Time Based Diffusion AnalysisApplications of Social Media and Social Network Analysis, 2014 |
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Towards multi-ego-centered communities: a node similarity approachInternational Journal of Web Based Communities, 2013, 9 (3), pp.299-322. ⟨10.1504/ijwbc.2013.054906⟩ |
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Visualisation de grands réseaux dynamiques: Application à la détection d'anomalies de routage dans l'Internet.Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 26 (4), pp.409-427. ⟨10.3166/ria.26.409-427⟩ |
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Diffusion Cascades: Spreading Phenomena in Blog Network CommunitiesParallel Processing Letters, 2012, 22 (1), pp.1-16. ⟨10.1142/S0129626412400026⟩ |
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Citations among blogs in a hierarchy of communities: method and case studyJournal of computational science, 2011, 2 (3), pp.247-252. ⟨10.1016/j.jocs.2011.05.010⟩ |
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Self-organised virtual communities: bridging the gap between web-based communities and P2P systemsInternational Journal of Web Based Communities, 2009, 5 (2), pp.179-194. ⟨10.1504/ijwbc.2009.023964⟩ |
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Community Building over Neighbourhood Wireless Mesh NetworksIEEE Technology and Society Magazine, 2008, 27 (1), pp.48-56. ⟨10.1109/MTS.2008.918950⟩ |
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Visualisation exploratoire, généricité, exhaustivité et facteur d'échelleRevue des Nouvelles Technologies de l'Information, 2006, Visualisation en Extraction des Connaissances, RNTI-E-7, pp.1-20 |
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SEPT : Détecter les difficultés des étudiants à travers le clustering de leurs trajectoires émotionnelles et physique lors d’évaluations en ligne sur Moodle20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI), 2025, Marseille, France. pp.111-125 |
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A Systematic Literature Review on Affective Computing Techniques for Workplace Stress Detection - Challenges, Future Directions, from Data Collection to Stress DetectionInternational Conference on Computer Communication and the Internet (ICCCI), Leipzig University, Sep 2024, Leipzig, Germany, France |
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Using Formal Concept Analysis for Corpus Visualisation and Relevance Analysis16th International Conference on Knowledge Management and Information Systems, Nov 2024, Porto, Portugal. pp.120-129, ⟨10.5220/0013047800003838⟩ |
IoT Botnet Detection using Black-box Machine Learning Models: the Trade-off between Performance and Interpretability2021 IEEE 30th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Oct 2021, Bayonne, France. pp.101-106, ⟨10.1109/WETICE53228.2021.00030⟩ |
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Le Machine Learning pour un Context Mining FacilityINFORSID 2021, Jun 2021, Dijon, France. pp.107-110 |
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Machine Learning for a Context Mining Facility16th Workshop on Context and Activity Modeling and Recognition, Mar 2020, Austin, United States. pp.678 |
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Challenges in Knowledge Intensive Process Management2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW), Oct 2019, Paris, France. pp.65-74, ⟨10.1109/EDOCW.2019.00023⟩ |
New Hashtags' Weighting Schemes for Hashtag and User Recommendation on Twitter14th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2017, Oct 2017, Hammamet (TUN), Tunisia |
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Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions22nd International Conference on Applications of Natural Language to Information Systems (NLDB 2017), Jun 2017, Liège, Belgium. pp.124-130, ⟨10.1007/978-3-319-59569-6_12⟩ |
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Extraction de connaissances dans les Systèmes d'Information Pervasifs par l'Analyse Formelle de ConceptsExtraction et Gestion des Connaissances (EGC 2016), Jan 2016, Reims France. pp.291-296 |
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Towards an Automatic Extraction of Smartphone Users' Contextual BehaviorsIEEE 10th International Conference on Research Challenges in Information Science (RCIS), Jun 2016, Grenoble, France |
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Semantics of Higraphs for Process Modeling and Analysis AdaptiveCM 2016 – 5th International Workshop on Adaptive Case Management and other non-workflow approaches to BPM, Sept. 2016, Vienna, Austria. |
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Reducing offline evaluation bias of collaborative filtering algorithmsEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.137-142 |
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Using the Mean Absolute Percentage Error for Regression ModelsEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium |
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Modeling crisis management process from goals to scenariosAdaptiveCM 2015 – 4th International Workshop on Adaptive Case Management and other non-workflow approaches to BPM, Aug 2015, Innsbruck, Austria |
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Study of a bias in the offline evaluation of a recommendation algorithm11th Industrial Conference on Data Mining, ICDM 2015, Jul 2015, Hamburg, Germany. pp.57-70 |
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Modeling Business Processes for Automated Crisis Management Support: Lessons LearnedIEEE Ninth International Conference on Research Challenges in Information Science, May 13-15 2015, Athens, Greece, May 2015, Athens, Greece |
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Restitution aux enseignants de l'évaluation des apprentissages dans des EIAHAtelier Évaluation des Apprentissages et Environnements Informatiques de la conférence EIAH 2015 (Environnements Informatiques pour l'Apprentissage Humain),, Jun 2015, Agadir, Maroc |
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Modeling and Animation of Crisis Management Process with Statecharts14th International Conference on Perspectives in Business Informatics Research (BIR 2015), Aug 2015, Tartu, Estonia |
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Déplier la structure communautaire d’un réseau en mesurant la proximité aux représentants de communautéSixième conférence Modèles et Analyses Réseau : Approches Mathématiques et Informatiques (MARAMI 2015), Oct 2015, Nîmes, France. ⟨10.3166/RIA.28.1-12⟩ |
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Refinement Strategies for Correlating Context and User Behavior in Pervasive Information SystemsInternational Workshop on Big Data and Data Mining Challenges on IoT and Pervasive Systems (BigD2M 2015), Jun 2015, London, United Kingdom. ⟨10.1016/j.procs.2015.05.103⟩ |
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Consistance de la minimisation du risque empirique pour l'optimisation de l'erreur relative moyenne47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France |
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Learning a proximity measure to complete a community2014 International Conference on Data Science and Advanced Analytics (DSAA2014), Oct 2014, Shanghai, China. pp.90-96, ⟨10.1109/DSAA.2014.7058057⟩ |
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A user-centric vision of service-oriented Pervasive Information SystemsIEEE RCIS 2014, May 2014, Marrakesh, Morocco. pp.359-370 |
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Unified and Conceptual Context Analysis in Ubiquitous EnvironmentsThe Eighth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, Aug 2014, Rome, Italy. pp.8 |
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Complétion de communautés par l'apprentissage d'une mesure de proximitéALGOTEL 2014 -- 16èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2014, Le Bois-Plage-en-Ré, France. pp.1-4 |
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Reducing Offline Evaluation Bias in Recommendation Systems23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.55-62 |
Investigation visuelle d'événements dans un grand flot de liens.EGC 2014, Jan 2014, Rennes, France |
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On the use of intrinsic time scale for dynamic community detection and visualization in social networks8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861033⟩ |
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Suivi de la Dynamique Intrinsèque des Interactions entre Utilisateur et SI31ème Congrès INFormatique des ORganisations et Systèmes d'Information et de Décision, May 2013, Paris, France |
Context-Aware Agile Business Process Engine: Foundations and ArchitectureProceedings of the 14th Working Conference on Business Process Modeling, Development, and Support ( BPMDS 2013)., Jun 2013, Valence, Spain |
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CAPE: Context-Aware Agile Business Process EngineWorkshop GT EASY-DIM 2013 : Vers l'Ingénierie d'Entreprise de demain : les enjeux d'une maquette numérique de l'entreprise, May 2013, France |
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Déplier les structures communautaires egocentrées - une approche à base de similaritéAtelier Fouille de Grands Graphes - EGC, Jan 2013, Toulouse, France |
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A Matter of Time - Intrinsic or Extrinsic - for Diffusion in Evolving Complex NetworksConference on Advances in Social Networks Analysis and Mining, Aug 2013, Niagara Falls, Canada. pp.202-206, ⟨10.1145/2492517.2492634⟩ |
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Une approche à base de proximité pour la détection de communautés egocentrées15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), May 2013, Portnic, France. pp.1-4 |
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Espace de Services : Vers une formalisation des Systèmes d'Information PervasifsXXXIème Congrès INFORSID 2013 : Informatique des Organisations et Systèmes d'Information et de Décision, May 2013, Paris, France. pp.215-223 |
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CAPE: Context-Aware Agile Business Process EngineWorkshop GT EASY-DIM 2013 : Vers l'Ingénierie d'Entreprise de demain : les enjeux d'une maquette numérique de l'entreprise, May 2013, Paris, France. pp.8-11 |
Unfolding ego-centered community structures with "a similarity approachThe 4th Workshop on Complex Networks CompleNet 2013, Mar 2013, Berlin, Germany. pp.145-153, ⟨10.1007/978-3-642-36844-8_14⟩ |
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Monitoring User-System Interactions through Graph-Based Intrinsic Dynamics Analysis7th IEEE International Conference on Research Challenges in Information Science, May 2013, Paris, France. pp.1-10, ⟨10.1109/RCIS.2013.6577695⟩ |
A data-driven analysis to question epidemic models for citation cascades on the blogosphere7th International AAAAI Conference on Weblogs and Social Media, ICWSM 2012, Jul 2013, Boston, United States. pp.00 |
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Visual Analysis of Complex Networks for Business Intelligence with Gephi1st International Symposium on Visualisation and Business Intelligence, in conjunction with the 17th International Conference Information Visualisation, Jul 2013, London, United Kingdom. pp.307-312, ⟨10.1109/IV.2013.39⟩ |
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Towards A Redefinition of Time in Information Networks?WebSci 2013 - 5th Annual ACM Web Science Conference, May 2013, Paris, France. pp.158-161, ⟨10.1145/2464464.2464498⟩ |
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Systèmes d'Information Pervasifs et Espaces de Services : Définition d'un cadre conceptuelUbiMob 2013 : 9èmes journées francophones Mobilité et Ubiquité, Jun 2013, Nancy, France. pp.sciencesconf.org:ubimob2013:19119 |
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File Diffusion in a Dynamic Peer-to-peer NetworkMining Social Network Dynamic 2012 Workshop (MSND), In conjunction with the international conference World Wide Web WWW 2012, Apr 2012, Lyon, France. pp.1169-1172, ⟨10.1145/2187980.2188257⟩ |
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Extracting and Visualizing Tree-Like Structures from Concept LatticesIV'2011 International Conference on Information Visualisation, Jul 2011, London, United Kingdom. pp.261-266, ⟨10.1109/IV.2011.46⟩ |
Détection visuelle d'événements dans des grands réseaux d'interaction dynamiques. Application à l'InternetAtelier Visualisation et Extraction de Connaissances de la conférence EGC 2011, Jan 2011, Brest, France |
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Some Insight on Dynamics of Posts and Citations in Different Blog CommunitiesIEEE ICC 2010 workshop SocNets, May 2010, Capetown, South Africa. pp.1-6, ⟨10.1109/ICCW.2010.5503930⟩ |
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Interactive multiscale visualization of huge graphs: application to a network of weblogs8th Workshop on Visualization and Knowledge Extraction (EGC 2010), Jan 2010, Hammamet, Tunisia |
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Empreintes conceptuelles et spatiales pour la caractérisation des réseaux sociauxConférence EGC 2009 (Extraction et Gestion des Connaissances), Jan 2009, Strasbourg, France. pp.349-354 |
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Socially-Motivated Wireless Neighborhood CommunitiesInternational Workshop on Wireless Community Networks, Aug 2008, Hangzhou, China. pp.1336-1341, ⟨10.1109/CHINACOM.2008.4685274⟩ |
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Spatial Visualization of Conceptual DataThe 1st joint meeting of the Société Francophone de Classification and the Classification And Data Analysis Group of SIS, Jun 2008, Caserta, Italy. pp.379-388, ⟨10.1007/978-3-642-13312-1_40⟩ |
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Une mesure de similarité contextuelle pour l'aide à la navigation dans un treillisExtraction et gestion des connaissances. (EGC'2008), Jan 2008, Sophia-Antipolis, France. pp.103-114 |
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Incentives for Resource Sharing in Self-Organized Communities: from Economics to Social PsychologyDynamic Communities: from Connectivity to Information Society, Oct 2007, Lyon, France. pp.756-761, ⟨10.1109/ICDIM.2007.4444315⟩ |
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FCA for contextual semantic navigation and information retrieval in heterogeneous information systemsDEXA 2007 - 18th International Conference on Database and Expert Systems Applications, Sep 2007, Regensburg, Germany. pp.534-539, ⟨10.1109/DEXA.2007.147⟩ |
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Sémantique et contextes conceptuels pour la recherche d'informationEGC 2007 - 5èmes journées Extraction et Gestion des Connaissances, Jan 2007, Namur, Belgique. pp.575-586 |
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Semantic and Conceptual Context-Aware Information RetrievalIEEE/ACM International Conference on Signal-Image Technology & Internet-Based Systems. (SITIS 2006), Dec 2006, Hammamet, Tunisia. pp.322-332 |
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Metamodel and Language: Towards an Unified Modeling Language (UML) Profile for Systems BiologyThe 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Jul 2005, Orlando, FL, United States |
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La visualisation, un complément indispensable à l'extraction des connaissances ?EGC 2004 - Atelier Visualisation et Extraction de Connaissances, Jan 2004, Clermont-Ferrand, France |
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Topic Maps et navigation intelligente sur le Web SémantiqueAS CNRS Web Sémantique, 2002, Ivry-sur-Seine, France |
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Visualisation of the Semantic Web: Topic Maps VisualisationIEEE IV 2002 - Sixth International Conference on Information Visualisation, Jul 2002, London, United Kingdom. pp.344-349, ⟨10.1109/IV.2002.1028798⟩ |
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Semantic Web Mining with XML Topic MapsXML 2001 Conference, Dec 2001, Orlando, FL, United States. pp.16 |
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XML Topic Maps and Semantic Web MiningSemantic Web Mining Workshop at ECML/PKDD 2001, Sep 2001, Freiburg, Germany. pp.17 |
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Visualizing Topic MapsXML Scandinavia'2000 conference, May 2000, Göteborg, Sweden. pp.10 |
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Information Management - Topic Maps VisualizationXML Europe 2000 - Graphic Communications Association Conference, Jun 2000, Paris, France |
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Navigation in Huge Information Hierarchies - Application to Network ManagementWorkshop on New Paradigms in Information Visualization and Manipulation (NPIVM '99), in conjunction with the Eigth ACM International Conference on Information and Knowledge Management (CIKM '99), Nov 1999, Kansas City, Missouri, United States. pp.56-61, ⟨10.1145/331770.331785⟩ |
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XML and information visualization: Application to Network managementMarkup Technologies 99 - SGML, XML and beyond: real data, real problems, real solutions, Dec 1999, Philadelphia, United States. pp.11 |
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Navigation dans des Structures Hiérarchiques de Grande Dimension - Application à la Supervision de RéseauJDIR 99 - Journées doctorales en informatique et réseaux, 1999, Évry, France. pp.10 |
Semantic Social Networks AnalysisSpringer. Semantic Social Networks Analysis, 2nd edition, 2018 |
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Towards Executable Specifications for Case Management ProcessesAdvances in Intelligent Process-Aware Information Systems, 123, Springer International Publishing, pp.49-77, 2017, Intelligent Systems Reference Library, ⟨10.1007/978-3-319-52181-7_3⟩ |
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Context Management and Intention Mining for Adaptive Systems in Mobile Environments: from Business Process Management to Video Games?Digital Interfaces in Situation of Mobility: Cognitive, Artistic and Game devices, 2016 |
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Multi-ego-centered communitiesComplex Networks, Cambridge Scholars Publishing, pp.76-111, 2014 |
Semantic Social Networks AnalysisEncyclopedia of Social Network Analysis and Mining (ESNAM), Springer New York, pp.1659-1669, 2014 |
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Automated Guidance for Case Management: Science or Fiction?Empowering Knowledge Workers: New Ways to Leverage Case Management, Future Strategies Inc., pp.224, 2013, BPM and Workflow Handbook Series, 978-0-984976478 |
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Web Usage Mining for Ontology ManagementData Mining with Ontologies: Implementation, Findings and Framework, Idea Group Publishing, pp.37-64, 2007 |
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Metadata- and Ontology- Based Semantic Web MiningWeb Semantics and Ontology, Idea Group Publishing, pp.259-296, 2006 |
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Topic Maps VisualisationVisualizing the Semantic Web, Springer, pp.49-62, 2002, ⟨10.1007/978-1-4471-3737-5_4⟩ |
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Topic Maps VisualizationXML Topic Maps: Creating and Using Topic Maps for the Web, Ed. Addison Wesley, 2002 |