Métodos inteligentes de minería de textos para mejora radical de búsqueda en Vigilancia Tecnológica
| Funding entity | Red.es |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 01/09/2022 to 30/04/2024 |
| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Information Retrieval Lab |
| Research lines | Artificial Intelligence, Information Retrieval, Natural Language Processing, Text Mining, Early Risk |
| Contacto | UDC directory |
| Orcid id0000-0002-0480-006X | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Biomedical Knowledge Management
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 21 |
|
Development and Deployment Tools (Dual Education)
Degree in Artificial Intelligence
|
Optional | 0 | 10 |
|
Development Methodologies
Degree in Computer Engineering
Master's in Computer Engineering
|
Optional | 0 | 42 |
|
Development Tools
Degree in Computer Engineering
|
Optional | 0 | 10 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4.66 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 2 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Information Retrieval and the Semantic Web
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Information Systems Analysis and Development
Degree in Computer Engineering
|
Optional | 0 | 2 |
|
Information Systems Standards
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 15 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Biomedical Knowledge Management | Optional | 0 | 21 |
| Development Methodologies | Optional | 0 | 25 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 4 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 8 |
| Information Retrieval | Compulsory | 0 | 47 |
| Information Retrieval and the Semantic Web | Compulsory | 0 | 30 |
| Information Retrieval and Web Mining | Optional | 0 | 16 |
| Information Systems Standards | Optional | 0 | 63 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Methodologies
Degree in Computer Engineering
Master's in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Information Retrieval
Degree in Data Science and Engineering
|
Compulsory | 0 | 63 |
|
Information Retrieval and the Semantic Web
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Information Systems Standards
Degree in Computer Engineering
|
Optional | 0 | 63 |
|
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Tools
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Information Retrieval
Degree in Computer Engineering
|
Optional | 0 | 33 |
|
Information Retrieval
Degree in Data Science and Engineering
|
Compulsory | 0 | 63 |
|
Information Systems Standards
Degree in Computer Engineering
|
Optional | 0 | 63 |
|
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Concurrency and Parallelism
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
10:00 a 14:00 |
Seminario 4.2 (Recordatorio: Todas as titorías con cita previa) |
| 1st quarter |
Thursday
10:00 a 12:00 |
Seminario 4.2 |
| 2nd quarter |
Thursday
10:00 a 14:00 |
Seminario 4.2 |
| 2nd quarter |
Friday
15:30 a 17:30 |
Seminario 4.2 |
Directed or codirected by current teacher since 2013 year.
| Application to support local commerce |
| Ranking of Reddit users applying linear relevance models for mental disorders |
| Virtual Assistant for Navigation and Information Extraction from the Faculty's Website |
| Web application for recommending help resources for mental health disorders |
| Web application for the digitization of information in industrial processes of a company in the dairy sector |
Select merit type and year to query research merits.
Métodos inteligentes de minería de textos para mejora radical de búsqueda en Vigilancia Tecnológica
| Funding entity | Red.es |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 01/09/2022 to 30/04/2024 |
Recolección, analítica y visualización de datos para cuadro de mando integral
| Funding entity | Linknovate Science SL |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 19/05/2022 to 30/09/2022 |
Investigación en modelos de extracción de información en documentos científico-técnicos.
| Funding entity | Linknovate Science SL |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 01/06/2022 to 31/12/2023 |
Big-eRisk: Predicción temprana de riesgos personales en conjuntos de datos masivos
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | JAvier Parapar López |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2021 to 30/11/2024 |
INVESTIGACIÓN EN MODELOS BASADOS EN CONTENIDO PARA RECOMENDACIÓN DE OPORTUNIDADES DE FINANCIACIÓN (GRANTS)
| Funding entity | Linknovate Science SL |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 15/05/2021 to 31/05/2022 |
INVESTIGACIÓN EN MODELOS DE RECOMENDACIÓN RESPETUOSOS CON LA PRIVACIDAD DE LOS USUARIOS
| Funding entity | Linknovate Science SL |
| Main researches | Javier Parapar |
| Type | Contrato |
| Dates | From 15/10/2020 to 15/05/2021 |
Tecnologías para la predicción temprana de signos relacionados con trastornos psicológicos
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Álvaro Barreiro García / Javier Parapar López |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2019 to 31/12/2021 |
ANGUS: Audio Onset-Based Algorithm for Music Similarity Analysis and Detection
| Type | Propiedad Intelectual |
| Entity | Xunta de Galicia |
| Authors | Victor Vazquez, Anxo Pérez, Patricia Martín-Rodilla |
| Application date | 01/05/2021 |
| Approval date | 31/03/2023 |
DepreSym: A Depression Symptom Annotated Corpus and the Role of Large Language Models as Assessors of Psychological Markers
| Authors | Anxo Perez, Marcos Fernández-Pichel, Javier Parapar, David E. Losada |
| Journal | Language Resources and Evaluation (pages 1 to 26) |
| DOI | https://doi.org/10.1007/s10579-025-09831-6 |
Temporal Word Embeddings for Early Detection of Psychological Disorders on Social Media
| Authors | Manuel Couto, Anxo Pérez, Javier Parapar, David E. Losada |
| Journal | Journal of Healthcare Informatics Research |
| DOI | https://doi.org/10.1007/s41666-025-00186-9 |
Explainable depression symptom detection in social media
| Authors | Eliseo Bao Souto, Anxo Perez, Javier Parapar |
| Journal | Health Information Science and Systems Vol. 12 Num. 1 (pages 1 to 47) |
| DOI | https://doi.org/10.1007/s13755-024-00303-9 |
Automatic depression score estimation with word embedding models
| Authors | Anxo Pérez, Javier Parapar, Álvaro Barreiro |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 132 (pages 102380 to 102392) |
| DOI | https://doi.org/10.1016/j.artmed.2022.102380 |
eRisk 2025: contextual and conversational approaches for depression challenges
47th European Conference on Information Retrieval (ECIR 25)
International
| Authors | Javier Parapar, Anxo Pérez, Xi Wang, Fabio Crestani |
| Place | Lucca (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-88720-8_62 |
MindWell: A Conversational Agent for Professional Depression Screening on Social Media
47th European Conference on Information Retrieval (ECIR 25)
International
| Authors | Eliseo Bao Souto, Anxo Pérez, Javier Parapar |
| Place | Lucca (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-88720-8_9 |
Adapting Large Language Models for Underrepresented Languages
VII Congreso XoveTIC 2024
International
| Authors | Eliseo Bao Souto, Anxo Pérez, Javier Parapar |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.9788497498913.4 |
Bdi-sen: A sentence dataset for clinical symptoms of depression
46th International ACM SIGIR Conference on Research and Development in Information Retrieval
International
| Authors | Anxo Pérez, Javier Parapar, Alvaro Barreiro, Silvia López Larrosa |
| Place | Taipei (Taiwán) |
| DOI | https://doi.org/10.1145/3539618.3591905 |
Psyprof: A platform for assisted screening of depression in social media
45th European Conference on Information Retrieval, ECIR 2023
International
| Authors | Anxo Pérez, Piot, P., Javier Parapar, Álvaro Barreiro |
| Place | Dublin (Irlanda) |
| DOI | https://doi.org/10.1007/978-3-031-28241-6_30 |
Semantic Similarity Models for Depression Severity Estimation
2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
International
| Authors | Anxo Pérez, Javier Parapar |
| Place | Singapur (Singapur) |
| DOI | https://doi.org/10.18653/v1/2023.emnlp-main.1000 |
Temporal Word Embeddings for Early Detection of Signs of Depression
2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022)
International
| Authors | Manuel Couto, Anxo Pérez, Javier Parapar |
| Place | Samatan, Gers (Francia) |
Multiple-Choice Question Answering Models for Automatic Depression Severity Estimation
IV Congreso XoveTIC 2021
International
| Authors | Jorge Gabín, Anxo Pérez, Javier Parapar |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007023 |
Designing an Open Source Virtual Assistant
XOVETIC 2020
International
| Authors | Anxo Pérez, Paula Lopez-Otero, Javier Parapar |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Academic or management positions held by teacher.