Conference
Graph lenses over any data: the ConnectionLens experience
| العنوان: | Graph lenses over any data: the ConnectionLens experience |
|---|---|
| المؤلفون: | Balalau, Oana, Barret, Nelly, Ebel, Simon, Galizzi, Théo, Manolescu, Ioana, Mohanty, Madhulika |
| المساهمون: | Rich Data Analytics at Cloud Scale (CEDAR), Laboratoire d'informatique de l'École polytechnique Palaiseau (LIX), École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), ANR-18-CE23-0003,CQFD,Requêtes Ontologiques Complexes sur des Fédérations de Données Hétérogènese(2018), ANR-20-CHIA-0015,SourcesSay,Analyse et Interconnexion Intelligente des Contenus Héterogènes dans des Arènes Numériques(2020) |
| المصدر: | ICDE 2024 - 40th IEEE International Conference on Data Engineering ; https://inria.hal.science/hal-04591897 ; ICDE 2024 - 40th IEEE International Conference on Data Engineering, May 2024, Utrecht, Netherlands ; https://icde2024.github.io/ |
| بيانات النشر: | HAL CCSD |
| سنة النشر: | 2024 |
| مصطلحات موضوعية: | Data lakes, Data integration system, Graph exploration, [INFO]Computer Science [cs] |
| جغرافية الموضوع: | Utrecht, Netherlands |
| الوصف: | International audience ; Data integration is decades-old problem that takes many shapes, depending on the model of the integrated data sources, the integration model (if a single model is used), the expressivity of the features supported from each model, etc.Over several years, we have worked to integrate very het- erogeneous data, aiming to address the needs Non-Technical Users (NTUs), notably journalists. The choice we make is to integrate data of any model by migrating (transforming) it into a graph, consisting simply of labeled nodes and edges. Such graphs are much simpler than Property Graphs and more basic even than RDF graphs, since we do not require URI labels on internal nodes. This experience paper gives an overview of our research efforts towards querying, understanding, and exploring the resulting graphs. The contributions we brought are in the areas of data integration, graph exploration, graph querying, and go towards managing semistructured data lakes. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| Relation: | hal-04591897; https://inria.hal.science/hal-04591897; https://inria.hal.science/hal-04591897/document; https://inria.hal.science/hal-04591897/file/main.pdf |
| الاتاحة: | https://inria.hal.science/hal-04591897 https://inria.hal.science/hal-04591897/document https://inria.hal.science/hal-04591897/file/main.pdf |
| Rights: | http://creativecommons.org/licenses/by-nc-sa/ ; info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.9B8D0946 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |