. _:b118792013 . _:b42910901 . "From massive databases to Web of data: disambiguation and alignment of geographical entities in scientific texts"@en . "Dans cet article nous pr\u00E9sentons une approche automatique visant \u00E0 d\u00E9sambigu\u00EFser et aligner des entit\u00E9s g\u00E9ographiques de type placeName. Une m\u00E9thode bas\u00E9e sur des plongements lexicaux permet, \u00E0 partir d'un apprentissage non supervis\u00E9 de lever l'ambigu\u00EFt\u00E9 face \u00E0 un terme polys\u00E9mique. Cela permet alors un alignement automatique avec diff\u00E9rents r\u00E9servoirs (BNF, wikidata\u2026) poss\u00E9dant un triplestore. Nous utilisons alors les technologies du web s\u00E9mantique, pour \u00E0 la fois exposer les donn\u00E9es de fa\u00E7on diff\u00E9rente (data.istex) mais \u00E9galement autoriser des requ\u00EAtes complexes impossibles \u00E0 r\u00E9soudre \u00E0 partir de moteurs de recherche classiques. Nous aborderons un cas concret bas\u00E9 sur le r\u00E9servoir ISTEX, et une \u00E9valuation qualitative de la m\u00E9thode sera propos\u00E9e."@fr . _:b42910901 . _:b144256090 . _:b93338234 . _:b118792014 . _:b118792012 . "12\u00E8me Colloque international d\u2019ISKO-France : Donn\u00E9es et m\u00E9gadonn\u00E9es ouvertes en SHS : de nouveaux enjeux pour l\u2019\u00E9tat et l\u2019organisation des connaissances ?" . _:b144256088 . _:b42910903 . _:b42910904 . _:b118792014 . _:b68099489 . _:b144256091 . _:b42910902 . _:b42910904 . _:b118792011 . _:b93338234 . . . . "Pascal Cuxac, Alain Collignon, St\u00E9phanie Gregorio, Fran\u00E7ois Parmentier. Des bases de donn\u00E9es massives au Web de donn\u00E9es : d\u00E9sambigu\u00EFsation et alignement d'entit\u00E9s g\u00E9ographiques dans les textes scientifiques. 12\u00E8me Colloque international d\u2019ISKO-France : Donn\u00E9es et m\u00E9gadonn\u00E9es ouvertes en SHS : de nouveaux enjeux pour l\u2019\u00E9tat et l\u2019organisation des connaissances ?, Oct 2019, Montpellier, France. ⟨hal-02307577⟩" . . . _:b68099488 . . . _:b195156424 . . _:b195156425 . _:b68099491 . _:b195156426 . _:b195156427 . _:b195156425 . _:b118792011 . _:b68099490 . _:b195156424 . _:b195156425 . "hal-02307577" . _:b195156427 . _:b42910903 . _:b144256089 . "Alignement automatique"@fr . _:b195156424 . "Linked Open Data"@en . _:b118792013 . _:b93338232 . _:b195156426 . _:b195156427 . _:b195156426 . _:b68099488 . _:b195156424 . _:b68099489 . _:b68099490 . "Disambiguation"@en . _:b144256089 . _:b68099491 . . _:b144256088 . _:b68099489 . "2019-10-07"^^ . _:b144256091 . . _:b68099488 . _:b169709327 . _:b144256090 . "2019-10-09"^^ . _:b68099491 . _:b169709329 . _:b144256088 . _:b144256089 . "2019-10-07T16:51:09"^^ . _:b144256090 . _:b68099490 . "Des bases de donn\u00E9es massives au Web de donn\u00E9es : d\u00E9sambigu\u00EFsation et alignement d'entit\u00E9s g\u00E9ographiques dans les textes scientifiques"@fr . _:b144256091 . "fr" . _:b93338233 . _:b118792012 . "D\u00E9sambigu\u00EFsation"@fr . _:b169709329 . "Web de donn\u00E9es"@fr . _:b118792011 . _:b169709328 . _:b68099488 . _:b169709327 . _:b68099489 . "Donn\u00E9es ouvertes li\u00E9es"@fr . _:b93338233 . _:b169709330 . _:b169709328 . . . _:b93338232 . _:b93338235 . . "Entit\u00E9s g\u00E9ographiques"@fr . _:b169709330 . _:b93338234 . "https://hal.science/hal-02307577" . _:b195156425 . _:b42910904 . _:b42910902 . _:b169709327 . "In this paper we present an automatic approach to disambiguate and align geographic entities. A method based on word embeddings allows, from unsupervised learning, to remove ambiguity with polysemic terms. This allows automatic alignment with different databases (BNF, wikidata...) having a triplestore. We then use semantic web technologies, both to expose the data in a different way (data.istex) but also to allow complex queries that cannot be solved from traditional search engines. We will discuss a concrete case based on the ISTEX database, and a qualitative evaluation of the method will be proposed."@en . _:b118792011 . _:b118792012 . _:b42910901 . . _:b118792013 . _:b118792014 . _:b169709327 . _:b93338235 . _:b118792014 . _:b42910903 . _:b42910901 . _:b144256090 . _:b42910902 . _:b42910903 . _:b68099491 . _:b42910902 . . "Automatic alignment"@en . _:b169709328 . _:b169709329 . _:b169709330 . "Web of Data"@en . _:b68099490 . "2023-03-24T14:53:12"^^ . . _:b169709329 . "Geographic entities"@en . _:b42910904 . _:b144256089 . _:b93338233 . _:b118792013 . _:b169709328 . _:b195156427 . _:b93338232 . _:b144256088 . "Montpellier, France" . _:b195156426 . _:b118792012 . _:b93338232 . _:b93338233 . _:b93338235 . _:b144256091 . _:b93338234 . _:b93338235 . _:b169709330 .