Perfil

García Cumbreras,   Miguel Ángel

Miguel Ángel García Cumbreras es profesor con vinculación permanente del Departamento de Informática de la Universidad de Jaén. Ingeniero Superior por la Universidad de Granada y Doctor en Informática por la Universidad de Jaén y Granada. Desde hace más de 10 años ha impartido docencia en diversas Ingenierías, Grados y Másteres. Es miembro del grupo de investigación SINAI (Sistemas Inteligentes de Acceso a la Información), perteneciente al PAI (Plan Andaluz de Investigación) desde el año 2000. Su investigación está centrada en las tecnologías del lenguaje humano (TLH): recuperación de información, procesamiento del lenguaje natural, minería de texto, sistemas de búsqueda de respuestas, análisis de sentimientos y minería de opiniones, etc. Es autor de más de 100 publicaciones, tanto en revistas nacionales como internacionales. Ha presentado sus trabajos en numerosos congresos nacionales e internacionales, y recibió en 2010 el premio y reconocimiento al mejor trabajo de tesis doctoral en procesamiento de lenguaje natural, fruto del cual fue publicado dicho trabajo. Junto con el resto de miembros del grupo de investigación SINAI ha participado en más de 30 proyectos de investigación nacionales e internacionales, incluyendo un proyecto europeo del 7º programa marco. Actualmente desempeña el cargo de subdirector de planificación docente de la Escuela Politécnica Superior de la Universidad de Jaén.

ID ORCID: 0000-0003-1867-9587

Publicaciones

Pictogram tablet: A speech generating device focused on language learning

JOURNAL_ARTICLE

doi   10.1093/iwc/iwx022

eid   2-s2.0-85046276681

2018

A method based on rules and machine learning for logic form identification in Spanish

JOURNAL_ARTICLE

doi   10.1017/S1351324915000297

eid  

2015

Recommendation of tourist points of interest using the web as source,Recomendación de puntos de interés turístico a partir de la web

JOURNAL_ARTICLE

doi   2-s2.0-84925592571

eid  

2015

SINAI at TASS 2012,SINAI en TASS 2012

JOURNAL_ARTICLE

doi   2-s2.0-84877311037

eid  

2013

Pessimists and optimists: Improving collaborative filtering through sentiment analysis

JOURNAL_ARTICLE

doi   10.1016/j.eswa.2013.06.049

eid  

2013

Applying NLP techniques for query reformulation to information retrieval with geographical references

BOOK

doi   10.1007/978-3-642-36778-6_6

eid   2-s2.0-84874428133

2013

Architecture and evaluation of BRUJA, a multilingual question answering system

JOURNAL_ARTICLE

doi   10.1007/s10791-011-9177-5

eid   WOS:000309340500001

2012

SINAI at image CLEF wikipedia retrieval task 2011: Testing combined systems

CONFERENCE_PAPER

doi   2-s2.0-84922021491

eid  

2011

Otiûm: A web based planner for tourism and leisure

JOURNAL_ARTICLE

doi   10.1016/j.eswa.2011.02.005

eid  

2011

Geo-textual relevance ranking to improve a text-based retrieval for geographic queries

BOOK

doi   10.1007/978-3-642-22327-3_38

eid   2-s2.0-79959675723

2011

SINAI at WEPS-3: Online reputation Management

CONFERENCE_PAPER

doi   2-s2.0-84922031688

eid  

2010

SINAI at LogCLEF 2010

CONFERENCE_PAPER

doi   2-s2.0-84922032390

eid  

2010

University of Jaen at ImageCLEF 2009: Medical and Photo Tasks

JOURNAL_ARTICLE

doi   WOS:000286416400045

eid  

2010

SINAI at ImageCLEF 2010 medical task

CONFERENCE_PAPER

doi   2-s2.0-84922031693

eid  

2010

SINAI at placing task of MediaEval 2010

CONFERENCE_PAPER

doi   2-s2.0-84877709776

eid  

2010

University of Jaén at ImageCLEF 2009: Medical and photo tasks

JOURNAL_ARTICLE

doi   10.1007/978-3-642-15751-6_45

eid  

2010

Query Expansion on Medical Image Retrieval: MeSH vs. UMLS

JOURNAL_ARTICLE

doi   WOS:000273344500094

eid  

2009

SINAI at ImageCLEF 2009 medical task

CONFERENCE_PAPER

doi   2-s2.0-84922041814

eid  

2009

SINAI at image photo 2009

CONFERENCE_PAPER

doi   2-s2.0-84922032095

eid  

2009

Using Query Reformulation and Keywords in the Geographic Information Retrieval Task

JOURNAL_ARTICLE

doi   WOS:000273344500112

eid  

2009

Combining TEXT-MESS Systems at ImageCLEF 2008

JOURNAL_ARTICLE

doi   WOS:000273344500074

eid  

2009

Evaluating Word Sense Disambiguation Tools for Information Retrieval Task

BOOK

doi   10.1007/978-3-642-04447-2_13

eid   2-s2.0-70549098417

2009

Information retrieval with geographical references. Relevant documents filtering vs. query expansion

JOURNAL_ARTICLE

doi   10.1016/j.ipm.2009.04.006

eid   WOS:000268793100008

2009

University of jaén at ImagePhoto 2008: Filtering the results with the cluster term

BOOK

doi   10.1007/978-3-642-04447-2_73

eid   2-s2.0-70549108173

2009

University of Jaen at ImagePhoto 2008: Filtering the Results with the Cluster Term

JOURNAL_ARTICLE

doi   WOS:000273344500073

eid  

2009

Filtering for Improving the Geographic Information Search

BOOK_CHAPTER

doi   WOS:000260420000104

eid  

2008

SINAI at CLEF Ad-Hoc Robust Track 2007: Applying Google Search Engine for Robust Cross-Lingual Retrieval

BOOK_CHAPTER

doi   WOS:000260420000018

eid  

2008

Comparing several textual Information Retrieval systems for the Geographical Information Retrieval task

BOOK_CHAPTER

doi   WOS:000257180400014

eid  

2008

SINAI System: Combining IR Systems at ImageCLEFPhoto 2007

BOOK_CHAPTER

doi   WOS:000260420000063

eid  

2008

SINAI at ImageCLEFmed 2008

CONFERENCE_PAPER

doi   2-s2.0-84921963888

eid  

2008

SINAI-GIR system. University of Jaén at GeoCLEF 2008

CONFERENCE_PAPER

doi   2-s2.0-84921990706

eid  

2008

Combining Lexical Information with Machine Learning for Answer Validation at QA@CLEF 2007

BOOK_CHAPTER

doi   WOS:000260420000049

eid  

2008

Using Information Gain to Filter Information in CLEF CL-SR Track

BOOK_CHAPTER

doi   WOS:000260420000091

eid  

2008

Integrating MeSH Ontology to Improve Medical Information Retrieval

BOOK_CHAPTER

doi   WOS:000260420000076

eid  

2008

SINAI at ImageCLEFPhoto 2008

CONFERENCE_PAPER

doi   2-s2.0-84921990642

eid  

2008

Using information gain to improve the ImageCLEF 2006 collection

JOURNAL_ARTICLE

doi   2-s2.0-38049113311

eid  

2007

SINAI at ImageCLEF 2007

CONFERENCE_PAPER

doi   2-s2.0-84921975181

eid  

2007

R2D2 at GeoCLEF 2006: A Combined Approach

BOOK_CHAPTER

doi   10.1007/978-3-540-74999-8_117

eid  

2007

SINAI at CL-SR task at CLEF 2007

CONFERENCE_PAPER

doi   2-s2.0-84921955741

eid  

2007

GEOUJA system. The first participation of the University of Jaen at GEOCLEF 2006

BOOK_CHAPTER

doi   WOS:000250568000116

eid  

2007

Using translation heuristics to improve a multimodal and multilingual information retrieval system

JOURNAL_ARTICLE

doi   2-s2.0-37249069473

eid  

2007

GEOUJA system. University of Jaén at GEOCLEF 2007

CONFERENCE_PAPER

doi   2-s2.0-84921969208

eid  

2007

GEOUJA system. The first participation of the university of Jaén at GEOCLEF 2006

BOOK

doi   2-s2.0-38049177813

eid  

2007

SINAI at QA@CLEF 2007. Answer validation exercise

CONFERENCE_PAPER

doi   2-s2.0-84921950692

eid  

2007

University of Jaen at ImageCLEF 2005: Adhoc and medical tasks

BOOK_CHAPTER

doi   WOS:000241359000068

eid  

2006

The University of Jaén at ImageCLEF 2005: Adhoc and medical tasks

JOURNAL_ARTICLE

doi   2-s2.0-33749646465

eid  

2006

BRUJA system. The University of Jaén at the Spanish task of CLEFQA 2006

CONFERENCE_PAPER

doi   2-s2.0-84922032160

eid  

2006

SINAI at GeoCLEF 2006: Expanding the topics with geographical information and Thesaurus

CONFERENCE_PAPER

doi   2-s2.0-84922021269

eid  

2006

SINAI at ImageCLEF 2006

CONFERENCE_PAPER

doi   2-s2.0-84922021313

eid  

2006

SINAI at CLEF 2006 Ad Hoc Robust Multilingual track: Query expansion using the Google search engine

CONFERENCE_PAPER

doi   2-s2.0-84922041881

eid  

2006

Bilingual and multilingual experiments with the IR-n system

JOURNAL_ARTICLE

doi   2-s2.0-33749591506

eid  

2006

R2D2 at GeoCLEF 2006: A mixed approach

CONFERENCE_PAPER

doi   2-s2.0-84922023928

eid  

2006

SINAI at CLEF 2004: Using Machine Translation resources with a mixed 2-step RSV merging algorithm

BOOK_CHAPTER

doi   WOS:000231117600016

eid  

2005

SINAI at ImageCLEF 2005

CONFERENCE_PAPER

doi   2-s2.0-84922032136

eid  

2005

Bilingual and Multilingual experiments with IR-n system

CONFERENCE_PAPER

doi   2-s2.0-84922021272

eid  

2005

SINAI at CLEF 2005: Multi-8 Two-years-on and Multi-8 Merging-only tasks

CONFERENCE_PAPER

doi   2-s2.0-84922032112

eid  

2005

Text categorization using the learning vector quantization algorithm

BOOK_CHAPTER

doi   WOS:000222366800035

eid  

2004

The merging problem in distributed information retrieval and the 2-step RSV merging algorithm

JOURNAL_ARTICLE

doi   WOS:000225095200039

eid  

2004

SINAI at CLEF 2004: Using machine translation resources with mixed 2-step RSV merging algorithm

CONFERENCE_PAPER

doi   2-s2.0-84961292924

eid  

2004