Mathieu d'Aquin
Professor of computer science
LORIA/IDMC
Université de Lorraine, Nancy, France
Mathieu d'Aquin is a professor, researcher and a developper. His work addresses current challenges in bridging the gap between raw, heterogeneous, multi-source data, and exploitable knowledge. His research on the semantic web, linked data, knowledge engineering, ontologies, artificial intelligence, privacy and data ethics has been applied in many different domaines.
Latest Publications
Metastatic Site Prediction in Breast Cancer using Omics Knowledge Graph and Pattern Mining with Kirchhoff's Law TraversalbioRxiv 2020Cited 0 times
The Data Ethics Challenges of Explainable AI and Their Knowledge-Based Solutions.Knowledge Graphs for eXplainable Artificial Intelligence, 262-275 2020Cited 0 times
Uncovering Semantic Bias in Neural Network Models Using a Knowledge GraphProceedings of the 29th ACM International Conference on Information … 2020Cited 0 times
Relaxing global-as-view in mediated data integration from linked dataProceedings of The International Workshop on Semantic Big Data, 1-6 2020Cited 0 times
Robot–city interaction: mapping the research landscape—a survey of the interactions between robots and modern citiesInternational Journal of Social Robotics 12 (2), 299-324 2020Cited 14 times
Person-Independent Multimodal Emotion Detection for Children with High-Functioning AutismCited 0 times
Crowdsourcing Linked Data on listening experiences through reuse and enhancement of library dataInternational Journal on Digital Libraries 20 (1), 61-79 2019Cited 12 times
Unsupervised Learning Approach for Identifying Sub-genres in Music Scores.AICS, 52-63 2019Cited 0 times
QPPDs: Querying Property Paths Over Distributed RDF DatasetsIEEE Access 7, 101031-101045 2019Cited 0 times
Towards the Prediction of Semantic Complexity Based on Concept Graphs12th International Conference on Educational Data Mining (EDM 2019), 188-197 2019Cited 0 times
Heat diffusion approach for scientific impact analysis in social mediaSocial Network Analysis and Mining 9 (1), 1-13 2019Cited 1 times
A Cancer Genomics Data Space within the Linked Open Data (LOD) Cloud.SeWeBMeDa@ ISWC, 31-39 2019Cited 0 times
Challenges Track Chairs' WelcomeCompanion Proceedings of the The Web Conference 2018, 1919-1919 2018Cited 0 times
Assessing the Readability of Policy Documents: The Case of Terms of Use of Online ServicesProceedings of the 11th International Conference on Theory and Practice of … 2018Cited 0 times
Using Futuristic Scenarios for an Interdisciplinary Discussion on the Feasibility and Implications of TechnologyBlack Mirror and Critical Media Theory, 69 2018Cited 1 times
WebSci'18 Linked Learning 2018, 27 May 2018, VU Amsterdam, The Netherlands. 7th International Workshop on Learning and Education with Web Data (# LILE2018)[Sl: sn] 2018Cited 0 times
Evaluating the AFEL Learning Tool: Didactalia Users' Experiences with Personalized Recommendations and Interactive Visualizations.AFEL@ EC-TEL 2018Cited 1 times
Propagating data policies: a user studyProceedings of the Knowledge Capture Conference, 1-8 2017Cited 1 times
Supporting virtual integration of Linked Data with just-in-time query recompilationProceedings of the 13th International Conference on Semantic Systems, 112-119 2017Cited 1 times
Measuring accuracy of triples in knowledge graphsInternational Conference on Language, Data and Knowledge, 343-357 2017Cited 13 times
TAA: A Platform for Triple Accuracy Measuring and Evidence Triples Discovering.International Semantic Web Conference (Posters, Demos & Industry Tracks) 2017Cited 0 times
An ontology-based approach to improve the accessibility of ROS-based robotic systemsProceedings of the Knowledge Capture Conference, 1-8 2017Cited 5 times
Unsupervised learning for understanding student achievement in a distance learning setting2017 IEEE Global Engineering Education Conference (EDUCON), 1373-1377 2017Cited 7 times
Characterizing the landscape of musical data on the Web: State of the art and challengesCited 9 times
AFEL: Towards Measuring Online Activities Contributions to Self-directed Learning.ARTEL@ EC-TEL 2017Cited 7 times
Analysing and improving embedded markup of learning resources on the webProceedings of the 26th international conference on world wide web companion … 2017Cited 11 times
Addressing exploitability of smart city data2016 IEEE International Smart Cities Conference (ISC2), 1-6 2016Cited 13 times
Proceedings of the 13th International Conference on The Semantic Web. Latest Advances and New Domains-Volume 9678Springer-Verlag 2016Cited 2 times
DKA-robo: dynamically updating time-invalid knowledge bases using robotsEuropean Knowledge Acquisition Workshop, 193-197 2016Cited 0 times
An incremental learning method to support the annotation of workflows with data-to-data relationsEuropean Knowledge Acquisition Workshop, 129-144 2016Cited 2 times
Open Data for Education: Linked, Shared, and Reusable Data for Teaching and LearningSpringer 2016Cited 17 times
Learning to assess linked data relationships using genetic programmingInternational Semantic Web Conference, 581-597 2016Cited 7 times
The epistemology of intelligent semantic web systemsSynthesis Lectures on the Semantic Web: Theory and Technology 6 (1), 1-88 2016Cited 7 times
Modeling social web privacy to detect perception gapsProceedings of the 3rd workshop on Privacy Online 2015 (PrivOn 2015) 2015Cited 2 times
A bottom-up approach for licences classification and selectionEuropean Semantic Web Conference, 257-267 2015Cited 14 times
Using linked data traversal to label academic communitiesProceedings of the 24th International Conference on World Wide Web, 1029-1034 2015Cited 4 times
The learning analytics & knowledge (LAK) data challenge 2014Proceedings of the Fourth International Conference on Learning Analytics And … 2014Cited 11 times
The LinkedUp Data Catalogue: A Meta-Dataset of Linked Datasets in the Education DomainSemantic Web–Interoperability, Usability, Applicability 2014Cited 1 times
An evaluation framework for data competitions in TELEuropean Conference on Technology Enhanced Learning, 70-83 2014Cited 10 times
Using linked data in learning analyticsCited 9 times
Linked Data for Open and Distance Learning (Ed. 2)Commonwealth of Learning, Vancouver 2014Cited 0 times
LED: curated and crowdsourced linked data on music listening experiencesCEUR-WS. org 1272, 93-96 2014Cited 7 times
Towards analytics and collaborative exploration of social and linked media for technology-enchanced learning scenariosCEUR-WS. org 2014Cited 4 times
Modeling and Reasoning Upon Facebook Privacy Settings.International Semantic Web Conference (Posters & Demos), 141-144 2013Cited 3 times
Interpreting data mining results with linked data for learning analytics: motivation, case study and directionsProceedings of the Third International Conference on Learning Analytics and … 2013Cited 57 times
Proceedings of the 1st LAK Data ChallengeCited 0 times
Decentralized case-based reasoning and Semantic Web technologies applied to decision support in oncologyCited 5 times
Impact of using relationships between ontologies to enhance the ontology search resultsExtended Semantic Web Conference, 453-468 2012Cited 10 times
Proceedings 18th International Conference Knowledge Engineering and Knowledge Management;, EKAW 2012Springer 2012Cited 0 times
Characterizing modular ontologiesCited 46 times
Consumer activity data: Usages and challengesKnowledge Media Institute, Tech. Report kmi-12-03 2012Cited 2 times
Knowledge Engineering and Knowledge Management: 18th International Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012, ProceedingsSpringer 2012Cited 4 times
Unsupervised data linking using a genetic algorithmKnowledge Media Institute: Milton Keynes, UK, 1-17 2011Cited 4 times
wayOU–Linked Data-Based social location tracking in a large, distributed organisationExtended Semantic Web Conference, 461-465 2011Cited 6 times
A novel approach to visualizing and navigating ontologiesInternational Semantic Web Conference, 470-486 2011Cited 92 times
Revision and extension of the NeOn Methodology for building contextualized ontology networksNeOn Deliverable D 5, 4.3 2010Cited 26 times
SOBOLEO–editor and repository for living ontologiesORES-2010 Ontology Repositories and Editors for the Semantic Web, 1 2010Cited 3 times
Vers la combinaison de deux techniques d’évolution d’ontologies à partir de ressources générales et de ressources linguistiquesAtelier “Evolution d’ontologies” des 21e Journées francophones d’Ingénierie … 2010Cited 5 times
Semantic monitoring of personal web activity to support the management of trust and privacyCited 14 times
Context in the Large: Contextual Issues when Dealing with Thousands of Ontologies.CIAO@ EKAW 2010Cited 0 times
Extending open rating systems for ontology ranking and reuseInternational Conference on Knowledge Engineering and Knowledge Management … 2010Cited 11 times
Using ontological contexts to assess the relevance of statements in ontology evolutionInternational Conference on Knowledge Engineering and Knowledge Management … 2010Cited 21 times
Large scale integration of senses for the semantic webProceedings of the 18th international conference on World wide web, 611-620 2009Cited 44 times
Sharing and reusing aligned ontologies with cupboardProceedings of the fifth international conference on Knowledge capture, 179-180 2009Cited 13 times
Evolva: A comprehensive approach to ontology evolutionEuropean Semantic Web Conference, 944-948 2009Cited 46 times
Position paper on realizing smart products: Challenges for semantic web technologiesCEUR workshop proceedings 522, 135-147 2009Cited 51 times
Towards a formalization of ontology relations in the context of ontology repositoriesInternational Joint Conference on Knowledge Discovery, Knowledge Engineering … 2009Cited 8 times
Reusing knowledge from the semantic web with the watson pluginProceedings of the 2007 International Conference on Posters and … 2008Cited 21 times
Exploring the semantic web as background knowledge for ontology matchingJournal on data semantics XI, 156-190 2008Cited 158 times
SCARLET: semantic relation discovery by harvesting online ontologiesEuropean Semantic Web Conference, 854-858 2008Cited 64 times
EdHibou: a customizable interface for decision support in a semantic portalarXiv preprint arXiv:0811.0310 2008Cited 4 times
Using background knowledge for ontology evolutionCited 25 times
La représentation de points de vue dans le système d'aide à la décision en cancérologie KASIMIRCited 0 times
Results from experiments in ontology learning including evaluation and recommendationAgricultural Information and Knowledge Management Papers (FAO) 2007Cited 1 times
Change management for metadata evolutionProceedings of the International Workshop on Ontology Dynamics (IWOD-07) 2740 2007Cited 27 times
Ontology modularization for knowledge selection: Experiments and evaluationsInternational Conference on Database and Expert Systems Applications, 874-883 2007Cited 107 times
Matching ontologies for contextCited 6 times
Vers l'implantation d'un moteur d'inférences pour une logique de descriptions avec domaine concret flouRencontres francophones sur la Logique Floue et ses Applications-LFA-06 2006Cited 1 times
Adaptation knowledge acquisition: A case study for case‐based decision support in oncologyComputational intelligence 22 (3‐4), 161-176 2006Cited 81 times
Raisonnement à partir de cas décentralisé pour le Web sémantique14th CBR workshop, Besançon, France 6 2006Cited 2 times
Case-based reasoning within semantic web technologiesInternational Conference on Artificial Intelligence: Methodology, Systems … 2006Cited 12 times
Vers une utilisation du critère pessimiste de Wald pour l’aide à la décision à partir de casactes du treizième atelier raisonnement à partir de cas, RàPC’05, plate … 2005Cited 2 times
Une étude comparative de quelques travaux sur l’acquisition de connaissances d’adaptation pour le raisonnement à partir de cas12ème Atelier de Raisonnement à Partir de Cas-RàPC 4 2004Cited 14 times
Acquisition of adaptation knowledge for breast cancer treatment decision supportConference on Artificial Intelligence in Medicine in Europe, 304-313 2003Cited 7 times
The kasimir project: knowledge management in cancerologyCited 15 times
Towards principles for the design of ontologies used for knowledgeGuarino & Poli (eds): Formal Ontology in Conceptual Analysis & Knowledge … 1993Cited 4 times
NeOn Toolkit Plug-in for Visualization and Navigation in Ontologies and Ontology Networks Based on Concept Summarization and CategorizingNeOn Project Deliverable D 4 undefinedCited 5 times
Leveraging Ontologies for Knowledge Graph SchemasCited 3 times
Towards sharing task environments to support reproducible evaluations of interactive recommender systemsarXiv preprint arXiv:1909.06133 2019Cited 1 times
Discovering links between side effects and drugs using a diffusion based methodScientific reports 9 (1), 1-10 2019Cited 12 times
Afel-analytics for everyday learningCompanion Proceedings of the The Web Conference 2018, 439-440 2018Cited 4 times
Facilitating scientometrics in learning analytics and educational data mining–the LAK datasetSemantic Web 8 (3), 395-403 2017Cited 11 times
On the use of Linked Open Data in education: Current and future practicesOpen data for education, 3-15 2016Cited 20 times
The 3rd LAK data competitionProceedings of the Fifth International Conference on Learning Analytics And … 2015Cited 0 times
On requirements for federated data integration as a compilation processCEUR-WS. org 1362, 75-80 2015Cited 3 times
An ontology design pattern to define explanationsProceedings of the 8th International Conference on Knowledge Capture, 1-8 2015Cited 13 times
Propagation of policies in rich data flowsProceedings of the 8th International Conference on Knowledge Capture, 1-8 2015Cited 12 times
Extracting URI patterns from SPARQL endpointsTechnical report, Knowledge Media Institute 2014Cited 2 times
Linked Learning 2013 (LILE2013): 3rd International Workshop on Learning and Education with the Web of DataInternational World Wide Web Conference 2013, 407-408 2013Cited 0 times
Assessing the educational linked data landscapeProceedings of the 5th Annual ACM Web Science Conference, 43-46 2013Cited 65 times
On the privacy implications of releasing consumer-activity dataKnowledge Media Institute, Tech. Report kmi-13-02 2013Cited 1 times
Putting Linked Data to Use in a Large Higher-Education Organisation.ILD@ ESWC, 9-21 2012Cited 33 times
Realizing networks of proactive smart productsInternational Conference on Knowledge Engineering and Knowledge Management … 2012Cited 2 times
Combining Data Mining and Ontology Engineering to Enrich Ontologies and Linked Data.KNOW@ LOD 868, 19-24 2012Cited 25 times
Where to publish and find ontologies? A survey of ontology librariesJournal of Web Semantics 11, 96-111 2012Cited 217 times
LiLe 2012 2nd international workshop on learning and education with the web of data: 17 April 2012, at the World Wide Web Conference 2012 (WWW2012), Lyon, FranceCEUR Workshop Proceedings 840 2012Cited 0 times
Discou: A flexible discovery engine for open educational resources using semantic indexing and relationship summariesProceedings of the 2012th International Conference on Posters … 2012Cited 17 times
Unsupervised learning of link discovery configurationExtended Semantic Web Conference, 119-133 2012Cited 120 times
Extracting relevant questions to an RDF dataset using formal concept analysisProceedings of the sixth international conference on Knowledge capture, 121-128 2011Cited 29 times
Self-tracking on the web: Why and howCited 4 times
Short paper: Enabling Lightweight Semantic Sensor Networks on Android DevicesSEMANTIC SENSOR NETWORKS workshop, 78 2011Cited 5 times
What should I link to? Identifying relevant sources and classes for data linkingJoint International Semantic Technology Conference, 284-299 2011Cited 41 times
How much semantic data on small devices?International Conference on Knowledge Engineering and Knowledge Management … 2010Cited 17 times
Ontology summarization: an analysis and an evaluationCited 30 times
Scaling up question-answering to linked dataInternational Conference on Knowledge Engineering and Knowledge Management … 2010Cited 53 times
Who wants a piece of me? reconstructing a user profile from personal web activity logsInternational ESWC Workshop on Linking of User Profiles and Applications in … 2010Cited 6 times
The 3rd international workshop on ontology dynamics-IWOD 2009CEUR Workshop Proceedings 519, 1-2 2009Cited 0 times
Ontology distances for contextualisationCited 7 times
Criteria and evaluation for ontology modularization techniquesModular ontologies, 67-89 2009Cited 99 times
Neon tool support for building ontologies by reuseDemo International Conference on Biomedical Ontologies 2009Cited 5 times
FABilT–finding answers in a billion triplesCited 3 times
Moaw-uri’s everywhere4th Workshop on Scripting for the Semantic Web (challenge entry), ESWC 2008 2008Cited 2 times
Modeling adaptation of breast cancer treatment decision protocols in the Kasimir projectApplied Intelligence 28 (3), 261-274 2008Cited 22 times
PowerMagpie: A Semantic Web Browser–v1Cited 3 times
Towards a Parametric Ontology Modularization Framework Based on Graph Transformation.WoMO 315 2007Cited 35 times
Towards a semantic portal for oncology using a description logic with fuzzy concrete domainsCapturing Intelligence 1, 379-393 2006Cited 20 times
Decentralized case-based reasoning for the Semantic WebInternational Semantic Web Conference, 142-155 2005Cited 64 times
Knowledge editing and maintenance tools for a semantic portal in oncologyInternational journal of human-computer studies 62 (5), 619-638 2005Cited 35 times
Vers un Web sémantique en cancérologieCited 3 times
Open Data for EducationCited 0 times
RICDaM: Recommending Interoperable and Consistent Data ModelsISWC (Demos/Industry) 2020Cited 1 times
Synergy Between Embedding and Protein Functional Association Networks for Drug Label Prediction using Harmonic FunctionIEEE/ACM Transactions on Computational Biology and Bioinformatics 2020Cited 0 times
SPARQL Query Recommendation by Example: Assessing the Impact of Structural Analysis on Star-Shaped Queries2nd Conference on Language, Data and Knowledge (LDK 2019) 2019Cited 1 times
Lile2019: 8th international workshop on learning and education with web dataCompanion Publication of the 10th ACM Conference on Web Science, 15-16 2019Cited 1 times
BEARS: Towards an evaluation framework for bandit-based interactive recommender systemsREVEAL 18, October 6-7, 2018, Vancouver, Canada 2018Cited 2 times
Re-coding Black Mirror Chairs' Welcome & OrganizationCompanion Proceedings of the The Web Conference 2018, 1527-1528 2018Cited 5 times
Privacy, security and policies: A review of problems and solutions with semantic web technologiesSemantic Web 9 (2), 153-161 2018Cited 20 times
Towards an" Ethics by Design" Methodology for AI Research ProjectsProceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 54-59 2018Cited 17 times
The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29--June 2, 2016, ProceedingsSpringer 2016Cited 2 times
LOTED2: An ontology of European public procurement noticesSemantic Web 7 (3), 267-293 2016Cited 37 times
Smart cities' data: Challenges and opportunities for semantic technologiesIEEE Internet Computing 19 (6), 66-70 2015Cited 43 times
Data patterns explained with linked dataJoint European Conference on Machine Learning and Knowledge Discovery in … 2015Cited 5 times
The Listening Experience Database Project: Collating the Responses of the" Ordinary Listener" to Prompt New Insights into Musical Experience.International Journal of the Humanities: Annual Review 13 2015Cited 1 times
Ontology evolution: a process-centric surveyThe knowledge engineering review 30 (1), 45-75 2015Cited 147 times
Dedalo: Looking for clusters explanations in a labyrinth of linked dataEuropean Semantic Web Conference, 333-348 2014Cited 35 times
From datasets to datanodes: An ontology pattern for networks of data artifactsSemantic Web Journal (submitted), http://semantic-web-journal. net/content … 2014Cited 2 times
The Semantic Web: Trends and Challenges: 11th International Conference, ESWC 2014, Anissaras, Crete, Greece, May 25-29, 2014, ProceedingsSpringer 2014Cited 10 times
Describing semantic web applications through relations between data nodesTechnical Report kmi-14–05, Knowledge Media Institute, The Open University … 2014Cited 8 times
Building the open elements of an open data competitionCited 12 times
Using neural networks to aggregate linked data rulesInternational Conference on Knowledge Engineering and Knowledge Management … 2014Cited 6 times
Quantifying the bias in data linksInternational Conference on Knowledge Engineering and Knowledge Management … 2014Cited 6 times
Building listening experience linked data through crowd-sourcing and reuse of library dataProceedings of the 1st International Workshop on Digital Libraries for … 2014Cited 3 times
Semantic Web Technologies for Social Translucence and Privacy Mirrors on the Web.PrivOn@ ISWC 2013Cited 2 times
Linked data and online classifications to organise mined patterns in patient dataAMIA Annual Symposium Proceedings 2013, 681 2013Cited 6 times
Visualizing and navigating ontologies with KC-VizOntology engineering in a networked world, 343-362 2012Cited 11 times
Linking data across universities: an integrated video lectures datasetInternational Semantic Web Conference, 49-64 2011Cited 30 times
A platform for semantic web studiesCited 3 times
Visualizing consensus with online ontologies to support quality in ontology developmentCited 3 times
LOTED: Exploiting Linked Data in Analyzing European Procurement NoticesOntoQual workshop at EKAW 2010 2010Cited 19 times
Context-based matching revisitedCited 0 times
Special issue on ontology dynamicsJournal of Logic and Computation 19 (5), 717-719 2009Cited 8 times
Investigating the use of background knowledge for assessing the relevance of statements to an ontology in ontology evolutionCEUR Workshop Proceedings 519 2009Cited 5 times
Door: Towards a formalization of ontology relationsCited 54 times
Formally measuring agreement and disagreement in ontologiesProceedings of the fifth international conference on Knowledge capture, 145-152 2009Cited 27 times
Relation Discovery from the Semantic Web.International Semantic Web Conference (Posters & Demos) 2008Cited 8 times
Automatic Identification of Ontology Versions Using Machine Learning Techniques Carlo AlloccaCited 0 times
Semantic SearchCited 0 times
Cupboard–a place to expose your ontologies to applications and the communityEuropean Semantic Web Conference, 913-918 2009Cited 68 times
Finding equivalent ontologies in watsonProceedings of the 2007 International Conference on Posters and … 2008Cited 6 times
What can be done with the semantic web? an overview of watson-based applicationsCEUR Workshop Proceedings 426 2008Cited 43 times
Toward a new generation of semantic web applicationsIEEE Intelligent Systems 23 (3), 20-28 2008Cited 206 times
The 7th International Semantic Web ConferenceCited 0 times
Identifying key concepts in an ontology, through the integration of cognitive principles with statistical and topological measuresAsian Semantic Web Conference, 242-256 2008Cited 136 times
Watson: A gateway for the semantic webCited 76 times
Characterizing knowledge on the semantic web with watsonCited 131 times
Lifecycle Support for Networked OntologiesCited 0 times