Topic: knowledge representation

Unified directory of all items matching this research classification.

30 Linked Entries

Laboratory Members (5)

Milagros Jacinto

Estudiante de grado#artificial intelligence#knowledge representation#software engineering

Investigador externo#knowledge representation#artificial intelligence#semantic web

Martin Moschettoni

Estudiante de posgrado#artificial intelligence#knowledge representation#software engineering

Nicolás Rúffolo

Estudiante de grado#artificial intelligence#digital justice#knowledge representation

Luciana Tanevitch

Investigador#artificial intelligence#knowledge representation#requirements engineering

Research Projects (4)

AGROFAIR – Agro-Knowledge Integration: Developing a FAIR data science approach for adding value to the agricultural supply chainDirector: Not Specified

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Descripción de requerimientos de calidad con soporte semánticoDirector: Leandro Antonelli, Diego Torres, Claudia Pons

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Representación de conocimiento usando Grafos de Conocimiento a partir de lenguaje natural combinando técnicas de NLP, ML, y AI GenerativasDirector: Diego Torres

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Técnicas de Inteligencia Artificial Neuro-simbólicaDirector: Claudia Pons

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Academic Theses (4)

Agregando polimorfismo a una lógica que identifica proposiciones isomorfasUndergraduate | Student: Sottile, Cristian 2020

Modelado de Sistemas ColaborativosPhD | Student: Luis Mariano Bibbo

Reglas de traducción de restricciones entre OCL y LNUndergraduate | Student: Danae Claudia López y María Amalia Ibargüengoytia

“Sistema experto para el relevamiento de requerimientos utilizando una Ontología sobre Dominios Complejos”.PhD | Student: Maria Alexandra Corral Diaz

Research Scholarships (3)

Formal methods for knowledge extraction and reuse from heterogeneous sources for semantic interoperability of distributed architecturesBeca doctoral | Student: Nicolás Leutwyler

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Técnicas de Inteligencia artificial basadas en una integración de la lógica simbólica y no-simbólicaBeca de entrenamiento | Student: Ariel Dapia Graziani

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Técnicas de Inteligencia artificial basadas en una integración de la lógica simbólica y no-simbólicaBeca de Estímulo a las Vocaciones Científicas | Student: Ariel Dapia Graziani

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Scientific Bibliography (14)

Semantic constraint validation in knowledge representation for the semantic web: A survey, taxonomy and research challenges

Ferreirone, M. J., Lezoche, M., Franciosi, C., Panetto, H., & Torres, D. (2026). Semantic constraint validation in knowledge representation for the semantic web: A survey, taxonomy and research challenges. Data & Knowledge Engineering, 164, 102604. https://doi.org/10.1016/j.datak.2026.102604

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Rule-Based Matching for Real Estate Features Detection

Ibañez Gutkin, M. A., Pagano, A. A., Bazzana Tanevitch, L., & Torres, D. F. (2025). Rule-Based Matching for Real Estate Features Detection. XIII Jornadas de Cloud Computing, Big Data & Emerging Topics (La Plata, 24 al 26 de Junio de 2025). https://doi.org/https://doi.org/10.35537/10915/182427

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Evaluating Information Extraction Approaches in the Construction of a Real Estate Observatory

Tanevitch, L., Antonelli, L., & Torres, D. (2025). Evaluating Information Extraction Approaches in the Construction of a Real Estate Observatory. In V. Agredo-Delgado, P. H. Ruiz, & C. A. Meneses Escobar (Eds.), Collaboration in Knowledge Discovery and Decision Making (pp. 70–84). Springer Nature Switzerland. https://doi.org/https://doi.org/10.1007/978-3-031-91690-8_6

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“Knowledge Extraction from the LEL Glossary using Natural Language Processing”, Leandro Antonelli, Mario Lezoche, Juliana Delle Ville, Revista Tecnológicas, Instituto Tecnológico edición 59, Volumen 27, Metropolitano, Medellin, Colombia

“Knowledge Extraction from the LEL Glossary using Natural Language Processing”, Leandro Antonelli, Mario Lezoche, Juliana Delle Ville, Revista Tecnológicas, Instituto Tecnológico edición 59, Volumen 27, Metropolitano, Medellin, Colombia

An approach to extract a conceptual model from natural language specifications

Antonelli, L., Ville, J. D., Adorno, M., Ballestero, L., Cecconato, S., Fernández, A., Maclen, G., Maltempo, G., Mattei, J., Tanevitch, L., & Torres, D. (2023). An approach to extract a conceptual model from natural language specifications. In L. Antonelli, M. Lucena, & R. L. Q. Portugal (Eds.), Anais do WER23 - Workshop em Engenharia de Requisitos, Porto Alegre, RS, Brasil, Agosto 15-17, 2023. LFS (UFRN, Brasil). https://doi.org/10.29327/1298356.26-12

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Multi-relational and Concept Analysis based Knowledge extraction in the Industry 4.0: A systematic mapping

Nicolás, L., Mario, L., Diego, T., & Hervé, P. (2023). Multi-relational and Concept Analysis based Knowledge extraction in the Industry 4.0: A systematic mapping. IFAC-PapersOnLine, 56(2), 7318–7329. https://doi.org/https://doi.org/10.1016/j.ifacol.2023.10.345

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Drug Repurposing Using Knowledge Graph Embeddings with a Focus on Vector-Borne Diseases: A Model Comparison

Yse, D. L., & Torres, D. (2023). Drug Repurposing Using Knowledge Graph Embeddings with a Focus on Vector-Borne Diseases: A Model Comparison. In Communications in Computer and Information Science (pp. 105–117). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-40942-4_8

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“A Method to obtain a Knowledge Representation from a Natural Language Specification of the Domain using the Glossary LEL” Leandro Antonelli, Mario Lezoche, Juliana Delle Ville, Decisioning 2023, Popayan, Colombia, 2023.

“A Method to obtain a Knowledge Representation from a Natural Language Specification of the Domain using the Glossary LEL” Leandro Antonelli, Mario Lezoche, Juliana Delle Ville, Decisioning 2023, Popayan, Colombia, 2023.

A Collaborative Approach to specify Kernel Sentences using Natural Language

Antonelli, L., Fernández, A., Ruffolo, N., Sansone, E., & Torres, D. (2022). A Collaborative Approach to specify Kernel Sentences using Natural Language. In L. Antonelli, M. Lencastre, & V. Santander (Eds.), Anais do WER22 - Workshop em Engenharia de Requisitos, Natal - RN, Brazil, August 23-26, 2022. WERpapers. http://wer.inf.puc-rio.br/WERpapers/artigos/artigos%5C_WER22/WER%5C_2022%5C_Camera%5C_ready%5C_paper%5C_2.pdf

Leutwyler Nicolas, Lezoche Mario, Panetto Hervé, Torres Diego. Extending RCA algorithm to consider ternary relations Pages 203-209. ICIST 2022 - 12th International Conference on Information Society and Technology

Leutwyler Nicolas, Lezoche Mario, Panetto Hervé, Torres Diego. Extending RCA algorithm to consider ternary relations Pages 203-209. ICIST 2022 - 12th International Conference on Information Society and Technology

Dioguardi Felipe, Torres Diego, Antonelli Rubén Leandro, Del Río Juan Pablo. Construcción de un grafo de conocimiento para un observatorio inmobiliario. Libro de actas - XXVIII Congreso Argentino de Ciencias de la Computación - CACIC 2022

Dioguardi Felipe, Torres Diego, Antonelli Rubén Leandro, Del Río Juan Pablo. Construcción de un grafo de conocimiento para un observatorio inmobiliario. Libro de actas - XXVIII Congreso Argentino de Ciencias de la Computación - CACIC 2022

Construcción de grafos de conocimiento a partir de especificaciones de requerimientos usando procesamiento de lenguaje natural

Bazzana Tanevitch, L., Dioguardi, F., Delle Ville, J., Villena, S., Herrera, F., Hasperué, W., Torres, D., & Antonelli, R. L. (2021). Construcción de grafos de conocimiento a partir de especificaciones de requerimientos usando procesamiento de lenguaje natural. XXVII Congreso Argentino de Ciencias de La Computación (CACIC)(Modalidad Virtual, 4 al 8 de Octubre de 2021).

Blockchain Smart Contract Meta-modeling

Sanchez-Gomez, N., Torres-Valderrama, J., Risoto, M. M., & Garrido, A. (2021). Blockchain Smart Contract Meta-modeling. Journal of Web Engineering, 20(7). https://doi.org/10.13052/jwe1540-9589.2073

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Marcos Maciel and Claudia Pons (2021) Implementación Técnica de una Arquitectura Orientada a Integrar Conocimiento Externo Heterogéneo en Motor de Reglas. Congreso Argentino de Ciencias de la Computación CACIC. ISBN 978 987 633 574 4. Universidad Nacional de Salta., Argentina.

Marcos Maciel and Claudia Pons (2021) Implementación Técnica de una Arquitectura Orientada a Integrar Conocimiento Externo Heterogéneo en Motor de Reglas. Congreso Argentino de Ciencias de la Computación CACIC. ISBN 978 987 633 574 4. Universidad Nacional de Salta., Argentina.