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Florence Sèdes
Full professor in Computer Science (she/her)
https://www.irit.fr/~Florence.Sedes/
50%
Open access
317
Documents
Current affiliations
- 217752
- 34499
- 1075660
- 441569
- 402019
Researcher identifiers
florence-sedes-
0000-0002-9273-302X
- IdRef : 033232679
Web site
- https://www.irit.fr/~Florence.Sedes/
Presentation
Professor of Computer Science at the University of Sciences, Toulouse 3, in the research area of data science.
Florence is active in database and information system research since 1987. She has published over one hundred papers, books and book chapters and has been leading international, European and national projects on personal (meta)data privacy and management, CCTV and forensic, IoT and security, geospatial and indoor/outdoor data, and social networks, with applications via deep/machine learning for alert, spam detection, social emotion and interaction. Her research interests include modelling, developing, evaluating, and characterizing (big) data systems and techniques from both problem driven and technique driven perspect ives. She has been heavily involved in designing data sets and platforms in order to enable assessment of the various contributions, software and systems of our community.
Her research addresses gender imbalance and biases in AI.
2020- 2024: Vice deputy chair woman Societal Responsability and Sustainable Development
2017- present: CyberEdu Vice President https://www.cyberedu.fr/pages/leprojet/
2000- present : Full Professor in Computer Science, Université Toulouse III Paul Sabatier, IRIT (UMR CNRS 5505)
National Council of Universities (nominated by Ministry)
Senior member IEEE
French Computer Science Society
board member, in charge of Women in Informatics
IEEE Women in Engineering French chapter co-founder - President
Femmes & Sciences (French Women and Science society) board member
Research domains
Databases [cs.DB]
Social and Information Networks [cs.SI]
Artificial Intelligence [cs.AI]
Skills
Data Science
Biases
Cybersecurity
Social media
GNN
Women In Engineering
Gender balance
Social engineering
Threats
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Sécurité dans les SI & social engineering - un état des lieuxINFORSID 2024, May 2024, Nancy, France
Conference papers
hal-04613192v1
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Social Engineering and Security: from human vulnerabilities to malicious threatsWiMob 2024 - 20th International Conference on Wireless and Mobile Computing, Networking and Communications, IEEE ComSoc, Oct 2024, Paris, France
Conference papers
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Toward Compositional Generalization with Neuro-Symbolic AI: A Comprehensive Overview4th IEEE international Conference on Embedded & Distributed Systems (EDIS4 2024), University of Bechar-Tahri Mohamed, Bechar, Algeria, Nov 2024, Bechar, Algeria. à paraître
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Exploring Large Language Models for Bias Mitigation and FairnessInternational Joint Conference on Artificial Intelligence 2024 Workshop on AI Governance: Alignment, Morality, and Law, Aug 2024, Jeju Island, South Korea
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hal-04667517v1
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Are Large Language Models the New Interface for Data Pipelines?SIGMOD/PODS '24: International Conference on Management of Data, Jun 2024, Santiago AA Chile, France. pp.1-6, ⟨10.1145/3663741.3664785⟩
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Monitor and Analyze Sensor Data from a Connected Vehicle Thanks to Cloud Edge Computing12th Computer Science On-line Conference on Networks and Systems in Cybernetics (2023), Apr 2023, Virtual conference, France. pp.667-683, ⟨10.1007/978-3-031-35317-8_60⟩
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An exploration of future challenges for crowd sourced vulnerability detectionToulouse Hacking Convention (THCon 2023), Apr 2023, Toulouse, France. pp.1-4
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From User Activity Traces to Navigation Graph for Software Enhancement: An Application of Graph Neural Network (GNN) on a Real-World Non-Attributed Graph32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), ACM Special Interest Group on Hypertext, Hypermedia and Web; ACM Special Interest Group on Information Retrieval, Oct 2023, Birmingham, United Kingdom. pp.5236-5237, ⟨10.1145/3583780.3615998⟩
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Malicious human behaviour in information system security: Contribution to a Threat Model for Event Detection Algorithms15th Symposium on Foundations and Practice of Security (FPS 2022), Dec 2022, Ottawa, Canada. pp.208-220, ⟨10.1007/978-3-031-30122-3_13⟩
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Applying PDCA to Security, Education, Training and Awareness Programs16th IFIP WG 11.12 International Symposium on Human Aspects of Information Security and Assurance (HAISA 2022), IFIP TC 11 Working Group 12: Human Aspects of Information Security and Assurance, Jul 2022, Mytilenne, Lesvos, Greece. pp.39-48, ⟨10.1007/978-3-031-12172-2_4⟩
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Application de GNN sur des graphes non-attribués : Benchmark de performances40ème Congrès annuel INFormatique des ORganisations et Systèmes d'Information et de Décision (INFORSID 2022), May 2022, Dijon, France. à paraître
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User-centric IoT: challenges and perspectivesTwelfth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2018), Jun 2019, Athens, Greece. pp.27-34
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Audiovisual annotation procedure for multi-view field recordings25th International Conference on MultiMedia Modeling (MMM 2019), Jan 2019, Thessaloniki, Greece. pp.399-410, ⟨10.1007/978-3-030-05710-7_33⟩
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Toward Egocentric Network-based Learner Profiling in Adaptive E-learning Systems: A concept paper.7th International Conference on Information and Education Technology (ICIET 2019), Mar 2019, Aizu-Wakamatsu, Japan. pp.14-19
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Unsupervised Outlier Detection: students profiling in an effort to indicate learning problems in Higher Educational Institutions3rd Annual Learning & Student Analytics Conference (LSAC 2019), Oct 2019, Vandoeuvre-lès-Nancy, France
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Deep Learning for Trust-Related Attacks Detection in Social Internet of Things16th International Conference on e-Business Engineering (ICEBE 2019), Oct 2019, Shanghaï, China. pp.389-404, ⟨10.1007/978-3-030-34986-8_28⟩
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Visual-Based Eye Contact Detection in Multi-Person InteractionsInternational Conference on Content-Based Multimedia Indexing (CBMI 2019), Sep 2019, Dublin, Ireland. pp.1-6, ⟨10.1109/CBMI.2019.8877471⟩
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Clustering for Traceability Managing in System Specifications27th IEEE International Requirements Engineering conference (RE 2019), Sep 2019, Jeju Island, South Korea. pp.257-264, ⟨10.1109/RE.2019.00035⟩
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Spatio-Temporal Metadata Querying for CCTV Video Retrieval: Application in Forensic9th ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness, in conjunction with ACM SIGSPATIAL Conference (ISA 2018), Nov 2018, Seattle, Washington, United States. pp.7-14, ⟨10.1145/3282461.3282465⟩
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Management of Mobile Objects Location for Video Content Filtering16th International Conference on Advances in Moble Computing and Multimedia (MoMM 2018), Nov 2018, Yogyakarta, Indonesia. pp.44--52, ⟨10.1145/3282353.3282368⟩
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Toulouse Campus Surveillance Dataset: scenarios, soundtracks, synchronized videos with overlapping and disjoint views9th ACM Multimedia Systems Conference (MMSys 2018), Jun 2018, Amsterdam, Netherlands. pp.393-398
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DiEvent: Towards an Automated Framework for Analyzing Dining EventsIEEE 34th International Conference on Data Engineering Workshops (ICDEW 2018), Apr 2018, Paris, France. pp.163-168, ⟨10.1109/ICDEW.2018.00034⟩
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hal-02191799v1
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Trust Evaluation Model for Attack Detection in Social Internet of Things13th International Conference on Risks and Security of Internet and Systems (CRISIS 2018), https://link.springer.com/chapter/10.1007/978-3-030-12143-3_5, Oct 2018, Arcachon, France. pp.48-64, ⟨10.1007/978-3-030-12143-3_5⟩
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Toulouse Campus Surveillance Dataset: scenarios, soundtracks, synchronized videos with overlapping and disjoint views9th ACM Multimedia Systems Conference (MMSys 2018), ACM, Jun 2018, Amsterdam, Netherlands. pp.393-398, ⟨10.1145/3204949.3208133⟩
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Industrial Requirements Classification for Redundancy and Inconsistency Detection in SEMIOSIEEE 26th International Requirements Engineering Conference (RE 2018), Aug 2018, Banff, Alberta, Canada. pp.297-303, ⟨10.1109/RE.2018.00037⟩
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Modeling metadata of CCTV systems and Indoor Location Sensors for automatic filtering of relevant video content12th IEEE International Conference on Research Challenges in Information Science (RCIS 2018), May 2018, Nantes, France. pp.1-9, ⟨10.1109/RCIS.2018.8406677⟩
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Using k-means for redundancy and inconsistency detection: application to industrial requirements23rd International conference on Applications of Natural Language Processing to Information Systems (NLDB 2018), Jun 2018, Paris, France. pp.501-508, ⟨10.1007/978-3-319-91947-8_52⟩
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A clustering approach for detecting defects in technical documents13th International Workshop on Natural Language Processing and Cognitive Science (NLPCS 2018), Sep 2018, Cracovie, Poland. pp.27-33
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Evaluating Seed Selection for Information Diffusion in Mobile Social NetworksIEEE Wireless Communications and Networking Conference (WCNC 2017), Mar 2017, San Francisco, CA, United States. pp.1-6, ⟨10.1109/WCNC.2017.7925787⟩
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Information Quality in Social Networks: A Collaborative Method for Detecting Spam Tweets in Trending TopicsInternational Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2017), Jun 2017, Arras, France. pp.211-223, ⟨10.1007/978-3-319-60045-1_24⟩
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Toward a combinatorial analysis and parametric study to build time-aware social profiles.9th International Conference on Management of Digital EcoSystems (MEDES'17), Nov 2017, Bangkok, Thailand. pp.113-120
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hal-03624136v1
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Une méthode collaborative pour identifier les spams: contribution à la qualité de l'information dans les réseaux sociaux14ème COnférence en Recherche d'Informations et Applications (CORIA 2017), Mar 2017, Marseille, France. pp.139-152, ⟨10.24348/coria.2017⟩
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La qualité de l'information dans les réseaux sociaux en ligne: une approche non supervisée et rapide de détection de spam35ème congrès INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2017), May 2017, Toulouse, France. pp.247-262
Conference papers
hal-02871343v1
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A Topic-Based Hidden Markov Model for Real-Time Spam Tweets Filtering21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2017), Sep 2017, Marseille, France. pp.833-843, ⟨10.1016/j.procs.2017.08.075⟩
Conference papers
hal-02871345v1
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Information Quality in Online Social Networks: A Fast Unsupervised Social Spam Detection Method for Trending Topics19th International Conference on Enterprise Information Systems (ICEIS 2017), Apr 2017, Porto, Portugal. pp.633--675, ⟨10.5220/0006372006630675⟩
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hal-03116278v1
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Information Quality in Social Networks: Predicting Spammy Naming Patterns for Retrieving Twitter Spam Accounts19th International Conference on Enterprise Information Systems (ICEIS 2017), Apr 2017, Porto, Portugal. pp.610-622, ⟨10.5220/0006314006100622⟩
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hal-01809318v1
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Leveraging Time for Spammers Detection on Twitter8th International Conference on Management of Emergent Digital EcoSystems (MEDES 2016), Nov 2016, Hendaye, France. pp.109--116, ⟨10.1145/3012071.3012078⟩
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hal-03159077v1
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Querying indoor spatio-temporal data by hybrid trajectories8th ACM International Workshop on Indoor Spatial Awareness (ISA 2016), ACM SIGSPATIAL, Oct 2016, Burlingame, California, United States. pp.11--18, ⟨10.1145/3005422.3005424⟩
Conference papers
hal-03625887v1
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Learner's profile hierarchization in an interoperable education system16th International Conference on Intelligent Systems Design and Applications (ISDA 2016), Dec 2016, Porto, Portugal. pp.549--558, ⟨10.1007/978-3-319-53480-0_54⟩
Conference papers
hal-03165010v1
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Mobile Objects In Indoor Environment: Trajectories Reconstruction14th International Conference on Advances in Moble Computing and Multimedia (MoMM 2016), Nov 2016, Singapore, Singapore. pp.332-336, ⟨10.1145/3007120.3007154⟩
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hal-03625895v1
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Expertise and Trust-Aware Social Web Service Recommendation14th International Conference on Service Oriented Computing (ICSOC 2016), Oct 2016, Banff, Canada. pp.517-533
Conference papers
hal-01692695v1
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Impact of Time on Detecting Spammers in Twitter32ème Conférence Gestion de Données : Principes, Technologies et Applications (BDA 2016), Laboratoire d’Informatique et d’Automatique pour les Systèmes (LIAS) - Université de Poitiers et ENSMA, Nov 2016, Poitiers, France
Conference papers
hal-03159076v1
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Taking into Account the Evolution of Users Social Profile: Experiments on Twitter and some Learned Lessons10th IEEE International Conference on Research Challenges in Information Science (RCIS 2016), Jun 2016, Grenoble, France. pp.87-98, ⟨10.1109/RCIS.2016.7549325⟩
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Restaurants in the age of (big) data (6th Asia Euro 2016)6th Tourism, Hospitality & Gastronomy Conference : India: «Envisioning Tourism in 2050» (Asia Euro 2016), ITTM : Indian Institute of Tourism and Travel Management, Gwalior; Taylor’s University, Malaysia; UT2J : Université Toulouse 2 Jean Jaures, France, Nov 2016, Gwalior, India
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Toward free spam social networks: detecting and tracking spammers in Twitter8ème édition du Forum Jeunes Chercheurs du congrès INFORSID (INFORSID 2016), May 2016, Grenoble, France. pp.33-36, ⟨10.13140/RG.2.2.26504.21763⟩
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Trust Management in Social Internet of Things: A Survey15th Conference on e-Business, e-Services and e-Society (I3E), Sep 2016, Swansea, United Kingdom. pp.430-441, ⟨10.1007/978-3-319-45234-0_39⟩
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Time-aware Egocentric network-based User ProfilingIEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), Aug 2015, Paris, France. pp.569-572, ⟨10.1145/2808797.2809415⟩
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A Comparative Study of Two Egocentric-based User Profiling Algorithms Experiment in Delicious17th International Conference on Enterprise Information Systems (ICEIS 2015), Apr 2015, Barcelone, Spain. pp.632-639, ⟨10.5220/0005377006320639⟩
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Enrichissement du profil utilisateur à partir de son réseau social dans un contexte dynamique : application d'une méthode de pondération temporelle33ème congres INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2015), May 2015, Biarritz, France. pp.15-30
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Détection des intérêts d'un utilisateur par l'exploitation du comportement d'annotation de son réseau égocentrique33ème congres INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2015), May 2015, Biarritz, France. pp.31-46
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Video spatio-temporal filtering based on cameras and target objects trajectories - Videosurveillance forensic framework10th International Conference on Availability, Reliability and Security (ARES 2015), Aug 2015, Toulouse, France. pp.611-617, ⟨10.1109/ARES.2015.102⟩
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Spatio-temporal metadata filtering and synchronising invideo surveillance31ème Conférence sur la Gestion de Données : Principes, Technologies et Applications (BDA 2015), Sep 2015, Porquerolles, France. pp.1-5
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A case study on the influence of the user profile enrichment on buzz propagation in social media: Experiments on Delicious8th Workshop on Information Systems for AlaRm Diffusion, an ADBIS 2015 Worshop : 19th East-European Conference on Advances in Databases and Information Systems (WISARD @ ADBIS 2015), Sep 2015, Poitiers, France. pp.567-577
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ADMAN8th Workshop on Information Systems for AlaRm Diffusion (WISARD @ ADBIS 2015), Sep 2015, Poitiers, France. pp.527-535, ⟨10.1007/978-3-319-23201-0_53⟩
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Modélisation de trajectoires cible/caméra : requêtes spatio-temporelles dans le cadre de la videosurveillanceJournées Francophones Extraction et Gestion de Connaissances - EGC 2014, Jan 2014, Rennes, France. pp.573-576
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Analyzing tagged resources for social interests detection16th nternational Conference on Enterprise Information Systems (ICEIS 2014), Apr 2014, Lisbonne, Portugal. pp. 340-345
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Recherche d'extraits vidéos par reconstitution des trajectoires de caméras mobiles à partir d'un modèle spatio-temporel-Application à la vidéosurveillance32 ème Congrès INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2014), May 2014, Lyon, France. pp.11-26
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Deriving user's profile from sparse egocentric networks: using snowball sampling and link prediction9th International Conference on Digital Information Management (ICDIM 2014), IEEE, Sep 2014, Phitsanulok, Thailand. pp.80-85, ⟨10.1109/ICDIM.2014.6991421⟩
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Dynamic Enrichment of Social Users' InterestsIEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakesh, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861066⟩
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From Tweet to Graph: Social Network Analysis for Semantic Information ExtractionIEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakesh, Morocco. pp.1-10, ⟨10.1109/RCIS.2014.6861047⟩
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Towards a Pervasive Access Control within Video Surveillance Systems1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.289-303, ⟨10.1007/978-3-642-40511-2_20⟩
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Mobile objects and sensors within a video surveillance system: Spatio-temporal model and queries3rd International Workshop on Information Management in Mobile Applications (IMMoA 2013), Aug 2013, Riva del Garda, Italy. pp.52-59
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Detecting user's interests based on the accuracy of collaborative tagging information13th International Conference on Computer-Supported Cooperative Work (ECSCW 2013), Sep 2013, Paphos, Cyprus. pp.21-26
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An approach for social interest detection29èmes Journées Bases de Données Avancées (BDA 2013) Session Jeunes Chercheurs, Oct 2013, Nantes, France
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Information Access Assistant Service (IAAS)8th International Conference for Internet Technology and Secured Transactions (ICITST 2013), Dec 2013, Londres, United Kingdom. pp.554-557, ⟨10.1109/ICITST.2013.6750263⟩
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Ontology-based Flexible Topic Classification of Crowdsourcing Textual Resources5th International Conference on Management of Emergent Digital EcoSystems (MEDES 2013), Oct 2013, Luxembourg, Luxembourg. pp.145-151, ⟨10.1145/2536146.2536172⟩
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Modèle et techniques de dérivation de profils utilisateurs à partir de réseaux sociaux égocentrés30ème Congrès INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2012), May 2012, Montpellier, France. pp.207-222
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Applying Pervasive and Flexible Access Control to Distributed Multimedia Retrieval2nd International Workshop on Information Management for Mobile Applications (IMMoA 2012), Aug 2012, Istanbul, Turkey. pp.41-48
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Optimimal resources utilization for indexing within a distributed multimedia retrieval system: an implementation for a video surveillance use case18th International Conference on Distributed Multimedia Systems (DMS 2012), Knowledge Systems Institute, IL, USA, Aug 2012, Miami, United States. pp.107-112
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Modelisation générique du processus de développement des profils utilisateurs dans les systèmes d'information |