Project Proposals (TFG / TFM)

(Do not hesitate to contact me for further details)

TFG

• Análisis de ontologías basado en modelos de lenguaje
  LM-based Ontology Analysis
  Explore the relationships between the semantics captured in ontologies and LMs, seeking for a method to detect semantic gaps, characterize semantic granularity, etc. to help modelling ontologies to capture knowledge tailored to a text corpora. Continuation of a previous TFM in this case. Update date: February 27, 2024.
• Mejora de diferentes técnicas de Recuperación de la Información usando Procesamiento del Lenguaje Natural
  Improvement of Information Retrieval Techniques using NLP
  Explore diffent indexing schemas and how current language models can improve the semantics of the retrieval stage of a search engine. Update date: February 27, 2024. 
• Visualización e interacción con grafos de conocimiento
  Knowledge Graph visualization and exploration
  Explore and define different techniques to visualize and interact with knowledge graphs. Update date: February 27, 2024. 
• Mejora de las técnicas de minado de estructuras en grafos de conocimiento
  Graph structure mining on Knowledge Graphs
  Study and implement new techniques to mine structure from knowledge graphs to be used in other tasks such as graph indexing, structural differences explanation, query building, … . Update date: February 27, 2024. 
• Integración de ontologías a partir de keywords
  Ontology Integration out from Keywords
  Further details can be found here (in Spanish). Update date: February 27, 2024. 
• Análisis semántico de lenguajes de consulta
  Semantic Analysis of Query Languages
  Further details can be found here (in Spanish). Update date: January 7, 2022.
• Publindex: análisis del impacto científico de publicaciones de investigación
  Publindex: Scientific Impact Analysis of Research Publications
  Further details can be found here (in Spanish). Update date: January 7, 2022.

TFMs

• Análisis de ontologías basado en modelos de lenguaje *
  LM-based Ontology Analysis
  Update date: February 27, 2024.
• Mejora de diferentes técnicas de Recuperación de la Información usando Procesamiento del Lenguaje Natural *
  Improvement of Information Retrieval Techniques using NLP
  Update date: February 27, 2024.
• Visualización e interacción con grafos de conocimiento *
  Knowledge Graph visualization and exploration
  Update date: February 27, 2024. 
• Mejora de las técnicas de minado de estructuras en grafos de conocimiento*
  Graph structure mining on Knowledge Graphs
  Update date: February 27, 2024. 
• Integración de ontologías a partir de keywords *
  Ontology Integration out from Keywords
  Further details can be found here (in Spanish). Update date: February 27, 2024. 
• Análisis semántico de lenguajes de consulta *
  Semantic Analysis of Query Languages
  Further details can be found here (in Spanish). Update date: January 7, 2022.

* They are extended versions of the TFGs (see above) and have different final objectives