publications

latest publications of the team

2024

  1. Optimizing Diverse Information Exposure in Social Graphs
    Jonathan Colin, and Silviu Maniu
    In BigData 2024 - IEEE International Conference on Big Data, Dec 2024
  2. Discovering a Representative Set of Link Keys in RDF Datasets
    Nacira Abbas, Alexandre Bazin, Jérôme David, and 1 more author
    In Proc. 24th international conference on knowledge engineering and knowledge management (EKAW), Nov 2024
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  3. Chapitre III.4 - Données et connaissances pour le son et la parole
    Ofelia Cervantes, Michel Adiba, Jean Caelen, and 1 more author
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  4. Chapitre IV.3. Interrogation du Web sémantique
    Marie-Christine Rousset, Jérôme David, Jérôme Euzenat, and 1 more author
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  5. Chapitre III.3 - Applications médicales : du dossier patient aux plateformes de santé
    Jean-Pierre Giraudin, Michel Adiba, Christian Lenne, and 3 more authors
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  6. Chapitre V.2 - Services logiciels et technologies intelligentes pour le Big Data
    Genoveva Vargas-Solar, Michel Adiba, Christophe Bobineau, and 1 more author
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  7. Chapitre III.5 - Données et connaissances pour la CAO
    Michel Adiba, Jean-Pierre Giraudin, Christian Jullien, and 2 more authors
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  8. Chapitre II.1. Des données relationnelles aux objets multimédias
    Claude Delobel, Michel Adiba, Boualem Benatallah, and 5 more authors
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  9. Chapitre IV.1 - Informatique sociale et sciences participatives
    Sihem Amer-Yahia, Amélie Favreau, Paule-Annick Davoine, and 4 more authors
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  10. Chapitre VII.2 - Coopérations internationales et laboratoires mixtes : Mexique et Brésil
    Michel Adiba, Jean-Pierre Giraudin, Ofelia Cervantes, and 5 more authors
    In Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Nov 2024
  11. Du Big Data à l’IA - 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble
    Michel Adiba, and Jean-Pierre Giraudin
    Nov 2024
    Témoignages par ordre d’apparition dans l’ouvrage : Claude Delobel, François Peccoud, Bernard Ballaz, Michel Adiba, José Palazzo Moreira de Oliveira, Boualem Benatallah, Marlon Dumas, Jean-Pierre Giraudin, Fernando Velez, Mauricio Lopez, Gérald Dulac, Pierre Blangero, Ofélia Cervantes, Yolanda Fernández Ordóñez, Genoveva Vargas-Solar, José Celso Freire Junior.
  12. A Sampling-Based Framework for Hypothesis Testing on Large Attributed Graphs
    Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, and 1 more author
    Proceedings of the VLDB Endowment (PVLDB), Aug 2024
  13. Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report
    Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, and 27 more authors
    Jul 2024
  14. Multi-objective Test Recommendation for Adaptive Learning
    Nassim Bouarour, Idir Benouaret, and Sihem Amer-Yahia
    Transactions on Large-Scale Data- and Knowledge-Centered Systems LII, Jul 2024
  15. Optimizing Neighborhoods for Fair Top-N Recommendation
    Stavroula Eleftherakis, Georgia Koutrika, and Sihem Amer-Yahia
    In UMAP ’24: 32nd ACM Conference on User Modeling, Adaptation and Personalization, Jun 2024
  16. AIED ethics, a managerial perspective
    Emilie Hoareau, Sihem Amer-Yahia, and Philippe Dessus
    In 29e conférence de l’Association Information et Management (AIM), May 2024
  17. Guided SQL-Based Data Exploration with User Feedback
    Antonis Mandamadiotis, Georgia Koutrika, and Sihem Amer-Yahia
    In 2024 IEEE 40th International Conference on Data Engineering (ICDE), May 2024
  18. Loss Compensation in Multi-Session Recommendation Under Limited Item Availability
    Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, and 3 more authors
    In EDBT/ICDT Extending Database Technology, Mar 2024
  19. Adaptation of the Multi-Concept Multivariate Elo Rating System to Medical Students’ Training Data
    Erva Nihan Kandemir, Jill-Jênn Vie, Adam Hegel Sanchez Ayte, and 2 more authors
    In Proceedings of the 14th Learning Analytics and Knowledge Conference, Mar 2024
  20. Atelier 2 – Collecte de données santé et environnement
    Dominique J. Bicout, Didier Donsez, Nicolas Vuillerme, and 2 more authors
    In Workshop axe médical et sciences informatiques, Feb 2024
  21. Interrogation du web sémantique
    Jérôme David, Jérôme Euzenat, Nabil Layaïda, and 1 more author
    In Du big data à l’IA: 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, Feb 2024
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  22. Analyzing and explaining privacy risks on time series data: ongoing work and challenges
    Tristan Allard, Hira Asghar, Gildas Avoine, and 9 more authors
    SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, Feb 2024
  23. Intelligent Agents for Data Exploration (Author’s Copy)
    Sihem Amer-Yahia
    Proceedings of the VLDB Endowment (PVLDB), Feb 2024
  24. Intelligent Agents for Data Exploration
    Sihem Amer-Yahia
    International Journal on Very Large Databases, Feb 2024
  25. Diversity, Equity and Inclusion Activities in DatabaseConferences: A 2023 Report
    Sihem Amer-Yahia
    Feb 2024

2023

  1. Data Privacy in the Semantic Web of Things
    Hira Asghar
    Dec 2023
  2. Algorithmes basés sur les données pour le comportement individuel et collectif des utilisateurs
    Nassim Bouarour
    Dec 2023
  3. From Large Language Models to Databases and Back A discussion on research and education
    Angela Bonifati, Sihem Amer-Yahia, Chen Lei, and 4 more authors
    SIGMOD record, Nov 2023
  4. From Large Language Models to Databases and Back: A Discussion on Research and Education
    Sihem Amer-Yahia, Angela Bonifati, Lei Chen, and 4 more authors
    Nov 2023
  5. On the stability, correctness and plausibility of visual explanation methods based on feature importance
    Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, and 4 more authors
    In CBMI’23 - the 20th International Conference on Content-based Multimedia Indexing, Sep 2023
  6. Detection and analysis of online issue and political ads
    Vera Sosnovik
    Sep 2023
  7. SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract)
    Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, and 1 more author
    In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence Journal Track., Aug 2023
  8. Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report
    Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, and 32 more authors
    SIGMOD record, Aug 2023
  9. SHEVA: A Visual Analytics System for Statistical Hypothesis Exploration
    Vicente Nejar Almeida, Eduardo Ribeiro, Nassim Bouarour, and 2 more authors
    Proceedings of the VLDB Endowment (PVLDB), Aug 2023
  10. A generic framework for efficient computation of top-k diverse results
    Md Mouinul Islam, Mahsa Asadi, Sihem Amer-Yahia, and 1 more author
    The VLDB Journal, Jul 2023
  11. Adaptive Test Recommendation for Mastery Learning
    Nassim Bouarour, Idir Benouaret, Cédric d’Ham, and 1 more author
    In DataEd ’23: Proceedings of the 2nd International Workshop on Data Systems Education: Bridging education practice with education research, Jun 2023
  12. Analytique des données massives basée sur des ontologies : application à la plateforme de formation SIDES 3.0 en médecine
    Adam Hegel Sanchez Ayte
    Jun 2023
  13. Sanity checks for patch visualisation in prototype-based image classification
    Romain Xu-Darme, Georges Quénot, Zakaria Chihani, and 1 more author
    In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023
  14. A Framework to Maximize Group Fairness for Workers on Online Labor Platforms
    Anis El Rabaa, Shady Elbassuoni, Jihad Hanna, and 3 more authors
    Data Science and Engineering, Jun 2023
  15. Explanation-based Tool for Helping Data Producers to Reduce Privacy Risks
    Hira Asghar, Christophe Bobineau, and Marie-Christine Rousset
    In Extended Semantic Web Conference, May 2023
  16. On Detecting Policy-Related Political Ads: An Exploratory Analysis of Meta Ads in 2022 French Election
    Vera Sosnovik, Romaissa Kessi, Maximin Coavoux, and 1 more author
    In Proceedings of the ACM Web Conference 2023, Apr 2023
  17. Data Narration for the People: Challenges and Opportunities
    Sihem Amer-Yahia, Patrick Marcel, and Veronika Peralta
    In 26th International Conference on Extending Database Technology (EDBT 2023), Mar 2023
  18. Diversifying recommendations on sequences of sets
    Sepideh Nikookar, Mohammadreza Esfandiari, Ria Mae Borromeo, and 3 more authors
    The VLDB Journal, Mar 2023
  19. Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits
    Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, and 1 more author
    IEEE Transactions on Dependable and Secure Computing, Mar 2023

2022

  1. On Efficient Approximate Queries over Machine Learning Models
    Dujian Ding, Sihem Amer-Yahia, and Laks Lakshmanan
    Proceedings of the VLDB Endowment (PVLDB), Dec 2022
  2. Exploring the Online Micro-targeting Practices of Small, Medium, and Large Businesses
    Salim Chouaki, Islem Bouzenia, Oana Goga, and 1 more author
    In CSCW, Nov 2022
  3. Identifying Privacy Risks raised by Utility Queries
    Hira Asghar, Christophe Bobineau, and Marie-Christine Rousset
    In 23rd International conference on Web Information Systems Engineering (WISE 2022), Oct 2022
  4. Guided Text-based Item Exploration
    Behrooz Omidvar-Tehrani, Aurelien Personnaz, and Sihem Amer-Yahia
    In CIKM ’22: The 31st ACM International Conference on Information and Knowledge Management, Oct 2022
  5. Guided Text-based Item Exploration
    Behrooz Omidvar-Tehrani, Aurelien Personnaz, and Sihem Amer-Yahia
    Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Oct 2022
  6. FeReD: Federated Reinforcement Learning in the DBMS
    Sotirios Tzamaras, Radu Ciucanu, Marta Soare, and 1 more author
    In CIKM ’22: The 31st ACM International Conference on Information and Knowledge Management, Oct 2022
  7. SoCRATe: A Recommendation System with Limited-Availability Items
    Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, and 3 more authors
    In CIKM ’22: The 31st ACM International Conference on Information and Knowledge Management, Oct 2022
  8. PARTICUL: Part Identification with Confidence measure using Unsupervised Learning
    Romain Xu-Darme, Georges Quénot, Zakaria Chihani, and 1 more author
    In 2-nd Workshop on Explainable and Ethical AI – ICPR 2022, Aug 2022
    Accepted at XAIE: 2nd Workshop on Explainable and Ethical AI – ICPR 2022
  9. CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy
    Jose Rodrigues, Sebastien Bailly, Jean-Louis Pepin, and 3 more authors
    Applied Sciences, Aug 2022
  10. Towards AI-powered data-driven education
    Sihem Amer-Yahia
    Proceedings of the VLDB Endowment (PVLDB), Aug 2022
  11. EDA4SUM: Guided Exploration of Data Summaries
    Aurélien Personnaz, Brit Youngmann, and Sihem Amer-Yahia
    Proceedings of the VLDB Endowment (PVLDB), Aug 2022
  12. EDA4SUM
    Aurélien Personnaz, Brit Youngmann, and Sihem Amer-Yahia
    Proceedings of the VLDB Endowment (PVLDB), Aug 2022
  13. IOPE: Interactive Ontology Population and Enrichment Guided by Ontological Constraints
    Shadi Baghernezhad-Tabasi, Loïc Druette, Fabrice Jouanot, and 2 more authors
    In 33es Journées francophones d’Ingénierie des Connaissances, Jun 2022
  14. IOPE: Interactive Ontology Population and Enrichment Guided by Ontological Constraints (revised version from WISE’21)
    S Baghernezhad-Tabasi, L Druette, F Jouanot, and 2 more authors
    In Plate-Forme Intelligence Artificielle - Ingénierie des Connaissances, Jun 2022
  15. Designing the evaluation of operator-enabled interactive data exploration in VALIDE
    Yogendra Patil, Sihem Amer-Yahia, and Srividya Subramanian
    In SIGMOD/PODS ’22: International Conference on Management of Data, Jun 2022
  16. Diversity and Inclusion Activities in EGC - A 2022 Report
    Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, and 6 more authors
    SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, Jun 2022
  17. Diversity and Inclusion Activities in Database Conferences: A 2021 Report
    Sihem Amer-Yahia, Yael Amsterdamer, Somnath Bhowmick, and 30 more authors
    SIGMOD record, Jun 2022
  18. CONSTRUCT Queries Performance on a Spark-Based Big RDF Triplestore
    Adam Sanchez-Ayte, Fabrice Jouanot, and Marie-Christine Rousset
    In Lecture Notes in Computer Science, The Semantic Web, 19th International Conference, ESWC 2022, May 2022
  19. Diversifying recommendations on sequences of sets
    Sepideh Nikookar, Mohammadreza Esfandiari, Ria Mae Borromeo, and 3 more authors
    The VLDB Journal, May 2022
  20. SAMBA: A System for Secure Federated Multi-Armed Bandits
    Gael Marcadet, Radu Ciucanu, Pascal Lafourcade, and 2 more authors
    In 2022 IEEE 38th International Conference on Data Engineering (ICDE), May 2022
  21. Guided Task Planning Under Complex Constraints
    Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, and 2 more authors
    In 2022 IEEE 38th International Conference on Data Engineering (ICDE), May 2022
  22. Guided exploration of data summaries
    Brit Youngmann, Sihem Amer-Yahia, and Aurelien Personnaz
    Proceedings of the VLDB Endowment (PVLDB), May 2022
  23. Significance and Coverage in Group Testing on the Social Web
    Nassim Bouarour, Idir Benouaret, and Sihem Amer-Yahia
    In WWW ’22: The ACM Web Conference 2022, Apr 2022
  24. Implementing Linear Bandits in Off-the-Shelf SQLite
    Radu Ciucanu, Marta Soare, and Sihem Amer-Yahia
    In EDBT 2022: International Conference on Extending Database Technology, Short paper, Mar 2022
  25. Advances in Knowledge Discovery and Management, Volume 9
    Rakia Jaziri, Arnaud Martin, Marie-Christine Rousset, and 2 more authors
    Mar 2022
  26. SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits
    Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, and 1 more author
    Journal of Artificial Intelligence Research, Feb 2022
  27. Secure protocols for cumulative reward maximization in stochastic multi-armed bandits
    Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, and 1 more author
    Journal of Computer Security, Feb 2022
  28. Incremental Density-Based Clustering on Multicore Processors
    Son Mai, Jon Jacobsen, Sihem Amer-Yahia, and 4 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Feb 2022
  29. Extraction et Gestion des Connaissances, EGC 2022, Blois, France, 24 au 28 janvier 2022
    Sihem Amer-Yahia, and Arnaud Soulet
    Jan 2022

2021

  1. How Useful is Meta-Recommendation? An Empirical Investigation
    Nassim Bouarour, Idir Benouaret, and Sihem Amer-Yahia
    In 2021 IEEE International Conference on Big Data (Big Data), Dec 2021
  2. Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts
    Jamil Zaghir, Jose Rodrigues-Jr, Lorraine Goeuriot, and 1 more author
    Journal of Healthcare Informatics Research, Dec 2021
  3. Understanding engagement with U.S. (mis)information news sources on Facebook
    Laura Edelson, Minh-Kha Nguyen, Ian Goldstein, and 3 more authors
    In IMC ’21: ACM Internet Measurement Conference, Nov 2021
  4. DashBot: An ML-Guided Dashboard Generation System Authors’ Copy
    Sandrine Col, Radu Ciucanu, Marta Soare, and 2 more authors
    In 30th ACM International Conference on Information and Knowledge Management, Nov 2021
  5. Dora the explorer: Exploring Very Large Data with Interactive Deep Reinforcement Learning Authors’ Copy
    Aurélien Personnaz, Sihem Amer-Yahia, Laure Berti-Equille, and 2 more authors
    In 30th ACM International Conference on Information and Knowledge Management, Nov 2021
  6. OntoSAMSEI: Interactive ontology engineering for supporting simulation-based training in Medicine
    Shadi Baghernezhad-Tabasi, Loïc Druette, Fabrice Jouanot, and 2 more authors
    In Semantic technologies for smart information sharing and web collaboration, We2Touch Conference Track @ 30th IEEE WETICE Conference, Oct 2021
  7. IOPE: Interactive Ontology Population and Enrichment Guided by Ontological Constraints
    Shadi Baghernezhad-Tabasi, Loïc Druette, Fabrice Jouanot, and 2 more authors
    In 22nd WISE Conference on Web Infomarion Systems Engineering, Oct 2021
  8. IOPE: Interactive Ontology Population and Enrichment Guided by Ontological Constraints
    Shadi Baghernezhad-Tabasi, Loïc Druette, Fabrice Jouanot, and 2 more authors
    In 37eme Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA 2021, Oct 2021
  9. Task Assignment Strategies for Crowd Worker Ability Improvement
    Masaki Matsubara, Ria Mae Borromeo, Atsuyuki Morishima, and 1 more author
    In The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing, Oct 2021
  10. INODE: Building an End-to-End Data Exploration System in Practice Authors’ Copy
    Sihem Amer-Yahia, Georgia Koutrika, Martin Braschler, and 12 more authors
    Oct 2021
    8 pages, 5 figures
  11. A framework for statistically-sound customer segment search
    Sihem Amer-Yahia, Laure Berti-Equille, and Abdelouahab Chibah
    In The 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021
  12. Modélisation et mise à jour d’ontologies interactives : application à la formation par simulation de gestes médicaux
    Shadi Baghernezhad Tabasi
    Sep 2021
  13. Multi-Objective Recommendations and Promotions at TOTAL
    Idir Benouaret, Mohamed Bouadi, and Sihem Amer-Yahia
    In The 32nd International Conference on Database and Expert Systems Applications (DEXA2021), Sep 2021
  14. IOPE: Interactive Ontology Population and Enrichment
    Shadi Baghernezhad-Tabasi, Loïc Druette, Fabrice Jouanot, and 2 more authors
    In Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, Sep 2021
  15. Recommandation de placement de données pour les traitements dans des lacs de données Smartgrids
    Asma Zgolli
    Aug 2021
  16. Quantifying and Addressing Ranking Disparity in Human-Powered Data Acquisition
    Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, and 1 more author
    In KDD ’21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug 2021
  17. An Analysis of Micro-Targeting Practices by Small and Big Companies on Facebook
    Islem Bouzenia, Salim Chouaki, Oana Goga, and 1 more author
    In Troisième édition du Symposium MaDICS, Jul 2021
  18. DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification
    Daniel Lima, Jose Rodrigues-Jr, Bruno Brandoli, and 2 more authors
    SN Computer Science, Jul 2021
  19. Data Management to Social Science and Back in the Future of Work
    Sihem Amer-Yahia, and Senjuti Basu Roy
    In SIGMOD/PODS ’21: International Conference on Management of Data, Jun 2021
  20. Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning
    Aurélien Personnaz, Sihem Amer-Yahia, Laure Berti-Equille, and 2 more authors
    In SIGMOD/PODS ’21: International Conference on Management of Data Fourth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM), Jun 2021
  21. Debugging of Behavioural Models using Counterexample Analysis
    Gianluca Barbon, Vincent Leroy, and Gwen Salaün
    IEEE Transactions on Software Engineering, Jun 2021
  22. Exploring Ratings in Subjective Databases
    Sihem Amer-Yahia, Tova Milo, and Brit Youngmann
    In SIGMOD/PODS ’21: International Conference on Management of Data, Apr 2021
  23. Multi-Session Diversity to Improve User Satisfaction in Web Applications
    Mohammadreza Esfandiari, Ria Mae Borromeo, Sepideh Nikookar, and 3 more authors
    In WWW ’21: The Web Conference 2021, Apr 2021
  24. Understanding the Complexity of Detecting Political Ads
    Vera Sosnovik, and Oana Goga
    In WWW ’21: The Web Conference 2021, Apr 2021
  25. QeNoBi: A System for QuErying and miNing BehavIoral Patterns Authors’ Copy
    Abdelouahab Chibah, Sihem Amer-Yahia, and Laure Berti-Equille
    In 2021 IEEE 37th International Conference on Data Engineering (ICDE), Apr 2021
  26. SubDEx: Exploring Ratings in Subjective Databases (Authors’ Copy)
    Sihem Amer-Yahia, Tova Milo, and Brit Youngmann
    In 2021 IEEE 37th International Conference on Data Engineering (ICDE), Apr 2021
  27. IOPE: Interactive Ontology Population and Enrichment guided by ontological constraint (Technical Report)
    Shadi Baghernezhad-Tabasi, Marie-Christine Rousset, Loïc Druette, and 2 more authors
    Mar 2021