WEB Architecture X WEB Semantic X WEB of Data = WEB-CUBE
The WEB³ team aims to work on the issues, scientific and technological obstacles underlying the Web. It works more particularly on the architectural issues of the web, to exploit and extend the protocols of representation and exchange of data and knowledge; to allow better understanding and better processing of information and data.
- Web architectures
- Semantic Web
- Web of Data
- Challenges: those are related to modeling and data processing in the Web (graph-oriented knowledge representation & treatments), scalability, resilience, distributed processing, interoperability and the emergence of new architectures and paradigms.
- Keywords: Web Oriented Architecture, Property Graphs, Scalability, Data Mesh, Databases & Fuzziness, D-APP/Blockchain
- Key areas: Finance, Security, Digital forensic science, Health
- Challenges: those are linked to data binding, to the alignment of data and ontologies of different types (work on the entire cycle), to the extraction of knowledge (for example, in clinical data), to the challenges related to semantic annotation (relationship detection, disambiguation, use of learning methods)
- Keywords: ontologies, knowledge graphs, ontology alignment, ontology-based services, text and graph embeddings
- Key areas: social sciences (fact-checking, points of view, journalism), environment, agronomy, health, social networks, digital forensic science
- Challenges: those are related to the exploitation of web of data; approaching data lakes (data storage pending their use); the conservation of potentially relevant data, alone or in combination; interdisciplinary work (cognitive sciences, anthropology, history, law, evolution, etc.); data governance.
- Keywords: Linked Open Data, Data Science, Data Lakes, Databases & Fuzziness, Property Graphs, NoSQL, FAIR Data, Blockchain, Applied machine learning
- Key ares: Environment, Health, SHS, Finance, Digital forensic science
François Scharffe, Maître de conférences, UM
Arnaud Castelltort, Maître de conférences, UM
Anne Laurent, Professeur des universités, UM
Alexandre Bazin, Maître de conférences, UM
Michel Sala, Maître de conférences, UM
Konstantin Todorov, Maître de conférences, UM
Clément Jonquet (Mistea)
Pierre Larmande (IRD)