Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF
Fil: Cardellino, Cristian. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina.
| Main Authors: | , , , |
|---|---|
| Format: | conferenceObject |
| Language: | eng |
| Published: |
2024
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/11086/553598 https://hal.science/hal-01643665 |
| _version_ | 1811173554975145984 |
|---|---|
| author | Cardellino, Cristian Teruel, Milagro Alonso Alemany, Laura Villata, Serena |
| author_facet | Cardellino, Cristian Teruel, Milagro Alonso Alemany, Laura Villata, Serena |
| author_sort | Cardellino, Cristian |
| collection | Repositorio Digital Universitario |
| description | Fil: Cardellino, Cristian. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. |
| format | conferenceObject |
| id | rdu-unc.553598 |
| institution | Universidad Nacional de Cordoba |
| language | eng |
| publishDate | 2024 |
| record_format | dspace |
| spelling | rdu-unc.5535982024-09-11T06:38:45Z Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF Cardellino, Cristian Teruel, Milagro Alonso Alemany, Laura Villata, Serena Ontology population Ontology alignment Fil: Cardellino, Cristian. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Teruel, Milagro. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Alonso Alemany, Laura. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Villata, Serena. Universite Cote d’Azur; France. We present a methodology and framework to align ontologies through annotation of texts, and we show how this methodology applies successfully to the legal domain. This method reduces the difficulty of aligning ontologies, because annotators are asked to associate two labels from different inventories to a concrete example, which requires a simple judgment. In a second phase, those correspondences are consolidated into a proper alignment. The resulting alignment is a partial connection between diverse ontologies. By annotating judgments of the European Court of Human Rights, we have aligned an ontology of the legal domain, LKIF, to YAGO, we have thus populated LKIF in order to train a legal Named Entity Recognizer and Classifier with examples from the Wikipedia that are trivially mapped to LKIF classes. The resulting resources and the best practices we defined supported a step towards automation in legal informatics. http://ceur-ws.org/Vol-1963/paper636.pdf Fil: Cardellino, Cristian. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Teruel, Milagro. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Alonso Alemany, Laura. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Villata, Serena. Universite Cote d’Azur; France. Ciencias de la Computación 2024-09-10T17:24:18Z 2024-09-10T17:24:18Z 2017 conferenceObject 1613-0073 http://hdl.handle.net/11086/553598 https://hal.science/hal-01643665 eng Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ Electrónico y/o Digital |
| spellingShingle | Ontology population Ontology alignment Cardellino, Cristian Teruel, Milagro Alonso Alemany, Laura Villata, Serena Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title | Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title_full | Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title_fullStr | Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title_full_unstemmed | Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title_short | Ontology population and alignment for the legal domain : YAGO, Wikipedia and LKIF |
| title_sort | ontology population and alignment for the legal domain yago wikipedia and lkif |
| topic | Ontology population Ontology alignment |
| url | http://hdl.handle.net/11086/553598 https://hal.science/hal-01643665 |
| work_keys_str_mv | AT cardellinocristian ontologypopulationandalignmentforthelegaldomainyagowikipediaandlkif AT teruelmilagro ontologypopulationandalignmentforthelegaldomainyagowikipediaandlkif AT alonsoalemanylaura ontologypopulationandalignmentforthelegaldomainyagowikipediaandlkif AT villataserena ontologypopulationandalignmentforthelegaldomainyagowikipediaandlkif |