Juan Martínez Romo

Bio

Ph.D. in Computer Science (Universidad Nacional de Educación a Distancia, (UNED) and Associate Professor (Profesor Titular de Universidad) at the Departamento de Lenguajes y Sistemas Informáticos at the UNED, in Madrid, Spain.

My primary research interests are Natural Language Processing, Biomedical Informatics, Web Spam, Information Retrieval, and Social Media.

- Academic secretary of the ETSI Informática at UNED.

- Member of Instituto Mixto de Investigación ‐ Escuela Nacional de Sanidad (IMI‐ENS).

- Manager of the Laboratorio en Informática Biomédica y Tecnologías del Lenguaje (LIBTeL)

E-Mail:

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juaner@lsi.uned.es

(+34) 91 398 9378

E.T.S.I. Informática de la UNED

C/ Juan del Rosal, 16 (Ciudad Universitaria)

28040 Madrid

2.03

http://nlp.uned.es/~juaner

0000-0002-6905-7051

R-9483-2019

24476245900

¿Interesado en hacer el Proyecto de Fin de Carrera, Trabajo Fin de Grado o Tesis de Máster? Contacta conmigo.

Education

  • Ph.D. in Computer Science (2010)

Universidad Nacional de Educación a Distancia (UNED).

  • Máster Oficial en Sistemas Telemáticos e Informáticos (2007)

Universidad Rey Juan Carlos.

  • M.S. in Computer Engineering (2005)

Universidad Rey Juan Carlos.

  • B.S. in Computer Engineering (2003)

Universidad Rey Juan Carlos.

Publications

Journals

    • Oscar Rodriguez-Prieto, Lourdes Araujo, and Juan Martinez-Romo.

"Discovering related scientific literature beyond semantic similarity: a new co-citation approach"

Scientometrics (Accepted, 2019). [pdf] [bibtex]


    • Juan R. Martinez-Rico, Juan Martinez-Romo, and Lourdes Araujo.

"Can deep learning techniques improve classification performance of vandalism detection in Wikipedia?."

Engineering Applications of Artificial Intelligence 78 (2019): 248-259. [pdf] [bibtex]


    • Fabregat, Hermenegildo, Lourdes Araujo, and Juan Martínez-Romo.

"Deep learning approach for negation trigger and scope recognition."

Procesamiento del Lenguaje Natural 62 (2019): 37-44. [pdf] [bibtex]


    • Hermenegildo Fabregat, Lourdes Araujo, and Juan Martinez-Romo.

"Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases".

Computer methods and programs in biomedicine. (2018). Pages 121-129. [pdf] [bibtex]


    • Andres Duque, Mark Stevenson, Juan Martinez-Romo, and Lourdes Araujo.

"Co-occurrence graphs for word sense disambiguation in the biomedical domain".

Artificial intelligence in medicine. (2018). Pages 9-19. [pdf] [bibtex]


    • M.C. Rodriguez-Sanchez and Juan Martinez-Romo

"GAWA – Manager for accessibility Wayfinding apps".

International Journal of Information Management.

Volume 37 (2017). Pages 505–519. [pdf] [bibtex]


    • Lourdes Araujo, Juan Martinez-Romo and Andres Duque-Fernandez

"Discovering taxonomies in Wikipedia by means of grammatical evolution".

Soft Computing. (2017). Pages 1–17. [pdf] [bibtex]


    • Andres Duque-Fernandez, Juan Martinez-Romo, and Lourdes Araujo"

"Can multilinguality improve Biomedical Word Sense Disambiguation?".

Journal of Biomedical Informatics. Volume 64, December 2016, Pages 320–332. [pdf] [bibtex]


    • Andres Duque-Fernandez, Juan Martinez-Romo, and Lourdes Araujo

"Choosing the Best Dictionary for Cross-Lingual Word Sense Disambiguation"

Knowledge-Based Systems (KNOSYS). Volume 81, June 2015, Pages 65–75. [pdf] [bibtex]


    • Andres Duque-Fernandez, Lourdes Araujo, and Juan Martinez-Romo

"CO-Graph: A New Graph-Based Technique for Cross-Lingual Word Sense Disambiguation".

Natural Language Engineering (NLE). Volume 21, Special Issue 05, November 2015, pp 743-772. [pdf] [bibtex]


    • Andres Duque-Fernandez, Lourdes Araujo, and Juan Martinez-Romo

"Unsupervised extraction of adverse drug reaction relationships".

Procesamiento de Lenguaje Natural, Volume 55, September 2015, pp 83-90. [pdf] [bibtex]


    • Juan Martinez-Romo, Lourdes Araujo, and Andres Duque-Fernandez

"SemGraph: Extracting Keyphrases following a Novel Semantic Graph-Based Approach",

Journal of the Association for Information Science and Technology (JASIST), Volume 67, 2016, pp 71-82. [pdf] [bibtex]


    • M.C. Rodriguez-Sanchez, J. Martinez-Romo, S. Borromeo, J.A. Hernandez-Tamames

"GAT: Platform for automatic context-aware mobile services for m-tourism" Expert Systems with Applications, Volume 40, Issue 10, August 2013, Pages 4154–4163 .[pdf][bibtex]


    • Juan Martinez-Romo and Lourdes Araujo

"Detecting Malicious Tweets in Trending Topics Using a Statistical Analysis of Language"

Expert Systems with Applications,Volume 40, Issue 8,15 June 2013, Pages 2992-3000.[pdf][bibtex]


    • José A. Capitán, Javier Borge-Holthoefer, Sergio Gómez, Juan Martinez-Romo, Lourdes Araujo, José A. Cuesta and Alex Arenas

"Local-based semantic navigation on a networked representation of information"

PLoS ONE, Volume 7, Issue 8, 43694. August 2012. [pdf][bibtex]


    • Juan Martinez-Romo and Lourdes Araujo

"Updating Broken Web Links: an Automatic Recommendation System"

Information Processing and Management, Volume 48, Issue 2, March 2012, Pages 183–203. ISSN: 0306-4573.[pdf] [bibtex]


    • J. Martinez-Romo, L. Araujo, J. Borge-Holthoefer, A. Arenas, J.A. Capitán and J.A. Cuesta.

"Disentangling categorical relationships through a graph of co-occurrences"

Physical Review E, Volume 84, Issue 4. October 2011. [pdf][bibtex]

    • A. Fernandez Anta, J.L. Lopez-Presa, M. Araceli Lorenzo, P. Manzano, J. Martinez-Romo, A. Mozo, C. Thraves

"Performance of Scheduling Policies in Adversarial Networks with Non-synchronized Clocks"

Theory of Computing Systems, Volume 48, Number 1, pp. 1-22. January 2011. ISSN 1432-4350. [pdf] [bibtex]


    • Lourdes Araujo y Juan Martinez-Romo

"Web Spam Detection: New Classification Features Based on Qualified Link Analysis and Language Models''. IEEE Transactions on Information Forensics & Security, ISSN 1556-6013. Vol. 5 Issue 3, pp. 581 - 590, Sept. 2010. [pdf] [bibtex]


    • Lourdes Araujo and Juan Martinez-Romo

"Detecting Web Spam using a Recovering Web Links System".

Procesamiento del lenguaje natural. vol. 42 (marzo 2009). ISSN 1135-5948, pp. 39-46. [pdf] [bibtex]

Conferences

  • Javier Cortes-Tejada, Juan Martinez-Romo, Lourdes Araujo

"NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets".

in Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task. ACL 2019. Florence, Italy, August 2019. [pdf] [bibtex]


  • Hermenegildo Fabregat, Juan Martinez-Romo, and Lourdes Araujo

"Overview of the diann task: Disability annotation task at ibereval 2018".

in Proceedings of the Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval). Seville, Spain, September 18th, 2018. [pdf] [bibtex]


  • Hermenegildo Fabregat, Juan Martinez-Romo, and Lourdes Araujo

"UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents ".

in Proceedings of the DIANN shared task at Workshop on Evaluation of Human Language Technologies for Iberian Languages(IberEval). Seville, Spain, September 18th, 2018. [pdf] [bibtex]


  • Hermenegildo Fabregat, Juan Martinez-Romo, and Lourdes Araujo

"Deep Learning Approach for Negation Cues Detection in Spanish".

in Proceedings of NEGES 2018: Workshop on Negation in Spanish co-located with the 34th SEPLN Conference (SEPLN). Seville, Spain, September 18th, 2018. [pdf] [bibtex]


  • Andres Duque, Lourdes Araujo y Juan Martinez-Romo

"Embeddings for Person Name Disambiguation"

in Proceedings of Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017). [pdf] [bibtex]


  • Carlos Valmaseda, Juan Martinez-Romo y Lourdes Araujo

"A Tagged Corpus for Automatic Labeling of Disabilities in Medical Scientific Papers"

in Proceedings of 10th edition of the Language Resources and Evaluation Conference (LREC), 23-28 May 2016, Portorož (Slovenia). [pdf] [bibtex]


  • Carlos Valmaseda, Juan Martinez-Romo y Lourdes Araujo

"Anotación Automática de Discapacidades en Documentos Científicos de Medicina"

Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural, SEPLN'15. Universidad de Alicante, Spain, 16-18 Sept. 2015.[pdf] [bibtex]


  • Andres Duque, Juan Martinez-Romo y Lourdes Araujo

"Extracción no supervisada de relaciones entre medicamentos y efectos adversos"

Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural, SEPLN'15. Universidad de Alicante, Spain, 16-18 Sept. 2015. [pdf] [bibtex]


  • Lourdes Araujo, Juan Martinez-Romo, Andres Duque Fernandez

"Grammatical Evolution for Identifying Wikipedia Taxonomies"

in Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. Madrid, Spain. July 11-15, 2015.[pdf] [bibtex]

  • Andres Duque Fernandez, Lourdes Araujo, Juan Martinez-Romo

"Una Nueva Técnica de Construcción de Grafos Semánticos para la Desambiguación Bilingüe del Sentido de las Palabras"

Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural, SEPLN'13. Universidad Complutense de Madrid, Spain, 18-20 Sept. 2013. [pdf] [bibtex]


  • Juan Martinez-Romo y Lourdes Araujo

"Graph-based Word Clustering Applied to Question Answering and Reading Comprehension Tests"

in Proceedings of CLEF 2011 [pdf] [bibtex]


  • Juan Martinez-Romo y Lourdes Araujo

"Analyzing Information Retrieval Methods to Recover Broken Web Links''

in Proceedings of the 32nd European Conference on Information Retrieval, ECIR 2010. Milton Keynes, UK. March 28th - 31st March, 2010. [pdf] [bibtex]


  • Juan Martinez-Romo and Lourdes Araujo

"Retrieving Broken Web Links using an Approach based on Contextual Information"

in Proceedings of the 20th ACM conference on Hypertext, HT'09. Torino, Italy. June 29th - July 1th, 2009. [pdf] [bibtex]


  • Juan Martinez-Romo and Lourdes Araujo

"Web Spam Identification Through Language Model Analysis"

in Proceedings of the Fifth International Workshop on Adversarial Information Retrieval on the Web, AIRWeb'09 (Co-located with the WWW2009 conference). Madrid, Spain. April 20-24, 2009. [pdf] [bibtex]


  • Juan Martinez-Romo and Lourdes Araujo

"Web People Search Disambiguation using Language Model Techniques"

in Proceedings of the Second Web People Search Evaluation Workshop, WePS'09 (Co-located with the WWW2009 conference). Madrid, Spain. April 20-24, 2009. [pdf] [bibtex]


  • Enrique Amigó, Juan Martinez-Romo, Lourdes Araujo and Victor Peinado

"UNED at WebCLEF 2008: Applying High Restrictive Summarization, Low Restrictive Information Retrieval and Multilingual Techniques"

Lecture Notes in Computer Science. 2008. [pdf] [bibtex]


  • Juan Martinez-Romo and Lourdes Araujo

"Recommendation System for Automatic Recovery of Broken Web Links"

11th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2008. Lisbon, Portugal, October 14 -17, 2008.

Advances in Artificial Intelligence – IBERAMIA 2008, Lecture Notes in Computer Science. [pdf] [bibtex]


  • Juan Martinez-Romo and Lourdes Araujo

"Sistema de Recomendación para la Recuperación Automática de Enlaces Web Rotos"

Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural, SEPLN'08. Leganés (Madrid), Spain, 10-12 Sept. 2008. [pdf] [bibtex]


  • Juan Martinez-Romo, Gregorio Robles, Jesus M. Gonzalez-Barahona, Miguel A. Ortuño Pérez.

"Using Social Network Analysis Techniques to Study Collaboration between a FLOSS Community and a Company"

in Proceedings of the Fourth International Conference on Open Source Systems, WCC'08-OSS. Milan, Italy, 7-10 Sept. 2008. [pdf] [bibtex]


  • Juan Martinez-Romo, Luis López Fernández, Antonio Fernández Anta and Juan Cespedes (2007)

"Estudio comparativo de políticas de planificación de colas con aplicaciones al tráfico de tiempo real"

VI Jornadas de Ingeniería Telemática (Jitel 2007), Málaga, Spain, 17-19 de Septiembre de 2007. [pdf] [bibtex]


  • Juan Céspedes, Antonio Fernández, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martinez-Romo, Alberto Mozo, Anna Puig, Agustín Santos and Christopher Thraves (2007)

"Performance of scheduling policies in adversarial networks with non synchronized clocks"

in Proceedings of the IEEE Symposium on Computers and Communications, ISCC'07. Aveiro, Portugal, July 2007. [pdf] [bibtex]

Teaching

Internships

(2009) West Lab at Polytechnic Institue of NYU. My Internship advisor at Poly-NYU was professor Torsten Suel

Knowledge Dissemination

News