Bruno Martins

Professor at the Department of Computer Science and Engineering of Instituto Superior Técnico in the University of Lisbon.
Researcher in the Information and Decision Support Systems Lab at INESC-ID.
 
Short Bio: Bruno Martins is an assistant professor at the Computer Science and Engineering Department of IST and a researcher at the Information and Decision Support Systems Lab of INESC-ID, where he works on problems related to the general areas of information retrieval, text mining, and the geographical information sciences. He has been involved in several research projects related to geospatial aspects in information access and retrieval, and he has accumulated a significant expertise in addressing challenges at the intersection of information retrieval and the geographical information sciences (i.e., in an area that is often referred to as geographical information retrieval).
 
I'm looking for (locally-enrolled and highly motivated) Masters students to work on a range of projects. Contact me if you are interested.
 

Contacts

Address:
Bruno Emanuel da Graça Martins
INESC-ID
Rua Alves Redol, 9
1000-029 Lisbon
Portugal
 
Phone: +351 93 481 01 58
Office: 435 (ext. 2328)
 
ORCID: 0000-0002-3856-2936
ResearcherID: J-9735-2015
Scopus Author ID: 8546762500
Publons ID: publons.com/a/1180234/
Mathematics Genealogy Project: 132381
Academia: BrunoMartins
 
E-mail:
Web: http://web.tecnico.ulisboa.pt/bruno.g.martins/
GitHub: https://github.com/bgmartins
Twitter: https://twitter.com/bgmartins
 
 
 
 

Teaching

2017-2018 | Information Processing and Retrieval (IST,MEIC,METI)
2017/2018 | Databases (IST,LEIC,LETI)
2017/2018 | Research Topics (IST,DEIC)
2016-2017 | Biomedical Informatics (IST,MEIC,MEBiom)
2016-2017 | Data Administration in Information Systems (IST,MEIC,METI)
2016-2017 | Information Processing and Retrieval (IST,MEIC,METI)
2016/2017 | Information Retrieval (IST,DEIC)
2016/2017 | Research Topics (IST,DEIC)
2015-2016 | Information Systems and Databases (IST,LEGI)
2015-2016 | Data Administration in Information Systems (IST,MEIC,METI)
2015-2016 | Research Topics (IST,DEIC)
2014/2015 | Information Processing and Retrieval (IST,MEIC)
2014/2015 | Databases (IST,LEIC,LERC)
2014/2015 | Introduction to Data Bases (MISE)
2014/2015 | Research Topics (IST,DEIC)
2014/2015 | Information Retrieval (IST,DEIC)
2014/2015 | Data Analysis and Integration (IST,MEIC)
2013/2014 | Data Administration in Information Systems (IST,MEIC,MERC)
2013/2014 | Systems for Geo-Referenced Information (IST,MEIC)
2013/2014 | Introduction to Data Bases (MISE)
2013/2014 | Information Retrieval (IST,DEIC)
2013-2014 | Research Topics (IST,DEIC)
2013/2014 | Databases (IST,LEIC,LERC)
2013/2014 | Data Analysis and Integration (IST,MEIC)
2012/2013 | Data Administration in Information Systems (IST,MEIC,MERC)
2012/2013 | Systems for Geo-Referenced Information (IST,MEIC)
2012/2013 | Information Retrieval (IST,DEIC)
2012/2013 | Data Analysis and Integration (IST,MEIC)
2011/2012 | Data Administration in Information Systems (IST,MEIC)
2011/2012 | Systems for Geo-Referenced Information (IST,MEIC)
2011/2012 | Information Retrieval (IST,DEIC)
2011/2012 | Data Analysis and Integration (IST,MEIC)
2010/2011 | Data Administration in Information Systems (IST,MEIC)
2010/2011 | Systems for Geo-Referenced Information (IST,MEIC)
2010/2011 | Information Retrieval (IST,DEIC)
2010/2011 | Data Analysis and Integration (IST,MEIC)
2009/2010 | Data Administration in Information Systems (IST,MEIC)
2009/2010 | Systems for Geo-Referenced Information (IST,MEIC)
2009/2010 | Information Retrieval (IST,DEIC)
2009/2010 | Data Analysis and Integration (IST,MEIC)
2009/2010 | Databases (IST,LEIC)
2008/2009 | Data Administration in Information Systems (IST,MEIC,MERC)
2008/2009 | Information Retrieval (IST,DEIC)
2008/2009 | Data Analysis and Integration (IST,MEIC)
2008/2009 | Databases (IST,LEIC,LERC)
2007/2008 | Data Administration in Information Systems (IST,MEIC,MERC)
2007/2008 | Data Analysis and Integration (IST,MEIC)
2007/2008 | Databases (IST,LEIC,LERC)
2006/2007 | Distributed Systems (IST,LERC)
2006/2007 | Databases (IST,LEIC)
2006/2007 | Analysis and Design of Information Systems (IST,LEIC)
 

Research Areas

Geographic Information Retrieval, Processing Geospatial Language
Text Mining, Information Extraction, Information Retrieval and Natural Language Processing
 

Publications

Updated information is available from my academic profile in several websites: Google Scholar | DBLP | ORCID | ACM Digital Library
 

International Journal Papers

  • João Monteiro, Bruno Martins and João M. Pires A Hybrid Approach for the Spatial Disaggregation of Socio-Economic Indicators, International Journal of Data Science and Analytics, 2018 [PDF]
  • Rui Santos, Patricia Murrieta-Flores, Pável Calado and Bruno Martins, Toponym Matching Through Deep Neural Networks, International Journal of Geographical Information Science, 2017 [PDF]
  • Rui Santos, Patricia Murrieta-Flores and Bruno Martins, Combining Multiple String Similarity Metrics for Effective Toponym Matching, International Journal of Digital Earth, 2017 [PDF]
  • Fernando Melo and Bruno Martins, Automated Geocoding of Textual Documents: A Survey of Current Approaches, Transactions in GIS, vol. 21, no. 1, 2017 [PDF]
  • Tiago Gonçalves, Ana Paula Afonso and Bruno Martins, Cartographic Visualization of Human Trajectory Data: Overview and Analysis, Journal of Location Based Services, vol. 9, no. 2, 2015 [PDF]
  • João Santos, Ivo Anastácio and Bruno Martins, Desambiguação de Entidades Mencionadas em Textos na Língua Portuguesa ou Espanhola, IEEE Latin America, vol. 13, no. 3, 2015 [PDF]
  • Catarina Moreira, Pável Calado and Bruno Martins, Learning to Rank Academic Experts in the DBLP Dataset, Expert Systems, vol. 32, no. 4, 2015 [PDF]
  • João Santos, Ivo Anastácio and Bruno Martins, Using Machine Learning Methods for Disambiguating Place References in Textual Documents, Springer GeoJournal, vol. 80, no. 3, 2014 [PDF]
  • Eduardo Cunha and Bruno Martins, Using One-Class Classifiers and Multiple Kernel Learning For Defining Imprecise Geographic Regions, International Journal of Geographical Information Science, vol. 28, no. 11, 2014 [PDF]
  • Mário J. Silva, Bruno Martins, Marcirio Keys, Nuno Cardoso and Ana Paula Alfonso, Adding Geographic Scopes to Web Resources, Computers, Environment and Urban Systems, vol. 30, no. 4, 2006 [PDF]

Conference and Workshop Papers

  • João Monteiro, Asanobu Kitamoto, and Bruno Martins Situational Awareness from Social Media Photographs Using Automated Image Captioning, Proceedings of the IEEE International Conference on Data Science and Advanced Analytics, 2017
  • Francisco Duarte, Bruno Martins, Cátia Sousa Pinto, and Mário J. Silva A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates, Proceedings of the Portuguese Conference on Artificial Intelligence, 2017 [PDF]
  • Iman Mirrezaei, Bruno Martins, and Isabel F. Cruz A Distantly Supervised Method for Extracting Spatio-Temporal Information from Text, Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2016 [PDF]
  • Pedro Fialho, Ricardo Marques, Bruno Martins, Luísa Coheur and Paulo Quaresma, Introducing INESC-ID@ASSIN for measuring semantic similarity and recognizing textual entailment, Proceedings of the ASSIN Shared Task at the International Conference on the Computational Processing of Portuguese, 2016 [PDF]
  • Tiago Gonçalves, Ana Paula Afonso and Bruno Martins, Why not both? – Combining 2D maps and 3D space-time cubes for human trajectory data visualization, Proceedings of the British Human Computer Interaction Conference, 2016 [PDF]
  • Alexey Mazalov, Bruno Martins and David Matos, Spatial Role Labeling with Convolutional Neural Networks, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2015 [PDF]
  • Bruno Martins, Francisco J. López-Pellicer and Dirk Ahlers, Expanding the Utility of Geospatial Knowledge Bases by Linking Concepts to WikiText and Polygonal Boundaries, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2015 [PDF]
  • Fernando Melo and Bruno Martins, Geocoding Textual Documents Through the Usage of Hierarchical Classifiers, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2015 [PDF]
  • Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Pável Calado and Bruno Martins, Learning Parliamentary Profiles for Recommendation Tasks, Proceedings of the Conference of the Spanish Association for Artificial Intelligence, 2015 [PDF]
  • David Batista, Bruno Martins and Mário J. Silva, Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics, Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2015 [PDF]
  • João Pereira, Bruno Martins and Helena Galhardas, A Benchmark for Relation Extraction Kernels, Proceedings of the East-European Conference on Advances in Databases and Information Systems, 2015 [PDF]
  • Tiago Gonçalves, Bruno Martins and Ana Paula Afonso, Improving Spatial Awareness for Human Trajectory Visualization in Space-Time Cubes, Proceedings of the International Conference on Human-Computer Interaction, 2015 [PDF]
  • Iman Mirrezaei, Bruno Martins and Isabel Cruz, The Triplex Approach for Recognizing Semantic Relations from Noun Phrases, Appositions, and Adjectives, Proceedings of the Workshop on Knowledge Discovery and Data Mining meets Linked Open Data, 2015 [PDF]
  • Fernando Melo and Bruno Martins, Geocoding Textual Documents Through a Hierarchy of Linear Classifiers, Proceedings of the Portuguese Conference on Artificial Intelligence, 2015 [PDF]
  • João Loff, Manuel Reis and Bruno Martins, Predicting Well-Being With Geo-Referenced Data Collected from Social Media Platforms, Proceedings of the ACM Symposium on Applied Computing, 2015 [PDF]
  • André Leal, Bruno Martins and Francisco Couto, ULisboa: Recognition and Normalization of Medical Concepts, Proceedings of the International Workshop on Semantic Evaluation, 2015 [PDF]
  • Silvio Amir, Wang Ling, Ramón Astudillo, Bruno Martins, Mario J. Silva and Isabel Trancoso, INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction, Proceedings of the International Workshop on Semantic Evaluation, 2015 [PDF]
  • Ramón Astudillo, Silvio Amir, Wang Ling, Bruno Martins, Mario J. Silva and Isabel Trancoso, INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces, Proceedings of the International Workshop on Semantic Evaluation, 2015 [PDF]
  • André Leal, Daniel Gonçalves, Bruno Martins and Francisco M. Couto, ULisboa: Identification and Classification of Medical Concepts, Proceedings of the International Workshop on Semantic Evaluation, 2014 [PDF]
  • Silvio Amir, Miguel Almeida, Bruno Martins, João Filgueiras and Mário J. Silva, TUGAS: Exploiting Unlabelled Data for Twitter Sentiment Analysis, Proceedings of the International Workshop on Semantic Evaluation, 2014 [PDF]
  • Tiago Goncalves, Ana Paula Afonso and Bruno Martins, Visualizing Human Trajectories: Comparing Space-Time Cubes and Static Maps, Proceedings of British Human-Computer Interaction Conference, 2014 [PDF]
  • Indira Brito and Bruno Martins, Making Predictions with Textual Contents: Tests with Portuguese Documents from Distinct Domains, Proceedings of the Spanish Conference on Information Retrieval, 2014
  • Carolina Bento, Daniel Gonçalves and Bruno Martins, Visualizing the Evolution of Groups of Politicians Mentioned in the News, Proceedings of the International Conference Information Visualisation, 2014 [PDF]
  • Silvio Moreira, João Filgueiras, Bruno Martins, Francisco M. Couto and Mário J. Silva, REACTION: A naive machine learning approach for sentiment classification, Proceedings of the International Workshop on Semantic Evaluation, 2013 [PDF]
  • Tiago Gonçalves, Ana Paula Afonso, Bruno Martins and Daniel Gonçalves, ST-TrajVis: Interacting with Trajectory Data, Proceedings of the International British Computer Society Human Computer Interaction Conference, 2013 [PDF]
  • David S. Batista and Rui Silva and Bruno Martins and Mário J. Silva, A Minwise Hashing Method for Addressing Relationship Extraction from Text, Proceedings of the International Conference on Web Information Systems Engineering, 2013 [PDF]
  • João Santos, Bruno Martins and David Batista, Document Analytics Through Entity Resolution, Proceedings of the International Conference on Web Information Systems Engineering, 2013 [PDF]
  • Carolina Bento, Bruno Martins and Pável Calado, Predicting the Future Impact of Academic Publications, Proceedings of the Portuguese Conference on Artificial Intelligence, 2013 [PDF]
  • Tiago Gonçalves, Ana Paula Afonso and Bruno Martins, Visual Analysis of Mobility Data, PhD Forum of the International Conference on Mobile Data Management, 2013 [PDF]
  • Wesley Mathew and Bruno Martins, A Comparison of First- and Second-Order HMMs in the Task of Predicting the Next Locations of Mobile Individuals, Proceedings of the ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2012 [PDF]
  • Wesley Mathew, Ruben Raposo and Bruno Martins, Predicting Future Locations with Hidden Markov Models, Proceedings of the International Workshop on Location-Based Social Networks, 2012 [PDF]
  • Ivo Anastácio, Bruno Martins and Pável Calado. The DMIR_Tagus Team at TAC-KBP 2012, Proceedings of the Text Analysis Conference, 2012
  • Bruno Martins, Helena Galhardas and Nelson Gonçalves, Um Método de Classificação Automática Para a Detecção de Duplicados em Gazetteers, Proceedings of the Ibero-American Workshop on Data Quality, 2012
  • Duarte Dias, Ivo Anastácio and Bruno Martins, A Language Modeling Approach for Georeferencing Textual Documents, Proceedings of the Spanish Conference in Information Retrieval, 2012 [PDF]
  • Bruno Martins, Ivo Anastácio and Luis Santos, Combining Learning Methods to Resolve Geographical and Temporal References in Text, Proceedings of the ACM Conference on Hypertext and Social Media, 2012 [PDF]
  • André Nunes, Bruno Martins and Pável Calado, Resolving User Identities over Social Networks through Supervised Learning and Rich Similarity Features, Proceedings of the ACM Symposium On Applied Computing. 2012 [PDF]
  • Ivo Anastácio, Bruno Martins Pável Calado, Supervised Learning for Linking Named Entities to Wikipedia Pages, Proceedings of the Text Analysis Conference, 2011 [PDF]
  • Ana Silva and Bruno Martins, Recommending Tags to Georeferenced Photos, Proceedings of the ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2011 [PDF]
  • Rui Candeias and Bruno Martins, Associating Relevant Photos to Georeferenced Textual Documents through Rank Aggregation, Proceedings of the Terra Cognita Workshop, 2011 [PDF]
  • Wang Ling, Pável Calado, Bruno Martins, Isabel Trancoso, Alan Black and Luísa Coheur, Named Entity Translation using Anchor Texts, Proceedings of the International Workshop on Spoken Language Translation, 2011 [PDF]
  • Catarina Moreira, Ana Cristina Mendes, Luísa Coheur and Bruno Martins, Towards the Rapid Development of a Natural Language Understanding Module, Proceedings of the International Conference on Intelligent Virtual Agents, 2011 [PDF]
  • Rui Candeias and Bruno Martins, Associating Photos to Textual Documents by Mining Geographic Information, Proceedings of the Portuguese Symposium on Informatics, 2011 [PDF]
  • André Nunes, Bruno Martins and Pável Calado, Using supervised machine learning methods to resolve user identities on the social Web, Proceedings of the Portuguese Symposium on Informatics, 2011 [PDF]
  • Catarina Moreira, Bruno Martins and Pável Calado, Using Rank Aggregation for Expert Search in Academic Digital Libraries, Proceedings of the Portuguese Symposium on Informatics, 2011 [PDF]
  • Ana Silva, João Domingos and Bruno Martins, Automatically Tagging Photos Through the Usage of Nearby Photos with Similar Contents, Proceedings of the Portuguese Symposium on Informatics, 2011 [PDF]
  • Vitor Loureiro, Bruno Martins and Pável Calado, A Machine Learning Method for Resolving Temporal References in Text, Proceedings of the Portuguese Conference on Artificial Intelligence, 2011 [PDF]
  • Catarina Moreira, Bruno Martins and Pável Calado, Learning to rank for expert search in digital libraries of academic publications, Proceedings of the Portuguese Conference on Artificial Intelligence, 2011 [PDF]
  • Sérgio Soares, Bruno Martins and Pável Calado, Extracting Biographical Sentences from Textual Documents, Proceedings of the Portuguese Conference on Artificial Intelligence, 2011 [PDF]
  • Rui Candeias and Bruno Martins, Learning to Associate Relevant Photos to Georeferenced Textual Documents, Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2011 [PDF]
  • Vitor Loureiro, Ivo Anastácio and Bruno Martins, Learning to Resolve Geographical and Temporal References in Text, Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2011 [PDF]
  • Nuno Freire, José Luis Borbinha, Pável Calado and Bruno Martins, A metadata geoparsing system for place name recognition and resolution in metadata records, Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2011 [PDF]
  • Bruno Martins. Delimiting Imprecise Regions with Georeferenced Photos and Land Coverage Data, Proceedings of the International Symposium on Web and Wireless Geographical Information Systems, 2011 [PDF]
  • Bruno Martins, A Supervised Machine Learning Approach for Duplicate Detection over Gazetteer Records, Proceedings of the International Conference on Geospatial Semantics, 2011 [PDF]
  • Vítor Hugo Sequeira and Bruno Martins, Delimitação automática de regiões vagas com base em fotos georreferenciadas no Flickr, Actas da Conferência da Associação Portuguesa de Sistemas de Informação, 2010 [PDF]
  • Ivo Anastácio, Bruno Martins and Pável Calado, Using the Geographic Scopes of Web Documents for Contextual Advertising, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2010 [PDF]
  • Bruno Martins and Pável Calado, Learning to Rank for Geographic Information Retrieval, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2010 [PDF]
  • Bruno Martins, Ivo Anastácio and Pável Calado, A Machine Learning Approach for Resolving Place References in Text, Proceedings of the AGILE International Conference on Geographic Information Science, 2010 [PDF]
  • Emanuel Rita, José Borbinha and Bruno Martins, Extending SLD and SE for Cartograms, Proceedings of the World Conference of the Global Spatial Data Infrastructure Association, 2010 [PDF]
  • Bruno Martins and Mario Rui Gomes, O cidadão e o prédio urbano : Um projecto de integração de sistemas de informação, Actas da Conferência da Associação Portuguesa de Sistemas de Informação, 2009 [PDF]
  • Bruno Martins and Pável Calado, A comparison of different approaches for assigning documents to geographic scopes, Proceedings of the Portuguese Symposium on Informatics, 2009 [PDF]
  • Ivo Anastácio, Bruno Martins and Pável Calado, Classifying documents according to locational relevance, Proceedings of the Portuguese Conference on Artificial Intelligence, 2009 [PDF]
  • Bruno Martins, Nuno Freire and José Borbinha, Complex Data Transformations in Digital Libraries with Spatio-Temporal Information, Proceedings of the Asia-Pacific International Conference on Digital Libraries, 2008 [PDF]
  • Nuno Freire, José Borbinha and Bruno Martins, Consolidation of References to Persons in Bibliographic Databases, Proceedings of the Asia-Pacific International Conference on Digital Libraries, 2008 [PDF]
  • Bruno Martins, Hugo Manguinhas and José Borbinha, The DIGMAP GeoTemporal Gazetteer Service, Proceedings of the IEEE International Conference on Digital Information Management, 2008 [PDF]
  • Bruno Martins, Hugo Manguinhas and José Borbinha, Extracting and Exploring the Geo-Temporal Semantics of Web Resources, Proceedings of the IEEE International Conference on Semantic Computing, 2008 [PDF]
  • Gilberto Pedrosa, João Luzio, Hugo Manguinhas and Bruno Martins, DIGMAP: A service for searching and browsing old maps, Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2008 [PDF]
  • Gilberto Pedrosa, João Luzio, Hugo Manguinhas, Bruno Martins and José Borbinha, DIGMAP: A Digital Library Reusing Metadata of Old Maps and Enriching It with Geographic Information, Proceeding of the the European Conference on Digital Libraries, 2008 [PDF]
  • José Borbinha, Gilberto Pedrosa, João Gil, Bruno Martins, Nuno Freire, M. Dobreva and Alberto Fernández-Wyttenbach, Digital Libraries and Digitised Maps: An Early Overview of the DIGMAP Project, Proceedings of the Asia-Pacific International Conference on Digital Libraries, 2007 [PDF]
  • José Borbinha, Gilberto Pedrosa, D. Reis, João Luzio, Bruno Martins, João Gil and Nuno Freire, DIGMAP - Discovering Our Past World with Digitised Maps, Proceeding of the European Conference on Digital Libraries, 2007 [PDF]
  • Bruno Martins, José Borbinha, Gilberto Pedrosa, João Gil and Nuno Freire, Geographically-Aware Information Retrieval for Collections of Digitized Historical Maps, Proceedings of the ACM Workshop on Geographic Information Retrieval [PDF]
  • Bruno Martins, Nuno Cardoso, Marcirio Chaves, Leonardo Andrade and Mário J. Silva, The University of Lisbon at GeoCLEF 2006, Proceedings of the Workshop of the Cross-Language Evaluation Forum, 2006 [PDF]
  • Nuno Cardoso, Mário J. Silva and Bruno Martins, The University of Lisbon at CLEF 2006 Ad-Hoc Task, Proceedings of the Workshop of the Cross-Language Evaluation Forum, 2006 [PDF]
  • Bruno Martins, Mário J. Silva, Sérgio Freitas and Ana Paula Afonso, Handling Locations in Search Engine Queries, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2006 [PDF]
  • Bruno Martins and Mário J. Silva, A Graph-Based Ranking Algorithm for Geo-Referencing Documents, Proceedings of the IEEE International Conference on Data Mining, 2005 [PDF]
  • Bruno Martins, Mário J. Silva and Marcirio Keys, Challenges and Resources for Evaluating Geographical IR, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2005 [PDF]
  • Bruno Martins, Mário J. Silva and Leonardo Andrade, Indexing and Ranking in Geo-IR Systems, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2005 [PDF]
  • Marcirio Keys, Mário J. Silva and Bruno Martins, A Geographic Knowledge Base for Semantic Web Applications, Proceedings of the Brazilian Symposium on Databases, 2005 [PDF]
  • Bruno Martins and Mário J. Silva, The WebCAT Framework: Automatic Generation of Meta-Data for Web Resources, Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, 2005 [PDF]
  • Bruno Martins, Marcirio Chaves and Mário J. Silva, Assigning Geographical Scopes To Web Pages, Proceedings of the 27th European Conference on Information Retrieval, 2005 [PDF]
  • Nuno Cardoso, Bruno Martins, Marcirio Keys, Leonardo Andrade and Mário J. Silva, The XLDB Group at GeoCLEF 2005, Proceedings of the Workshop of the Cross-Language Evaluation Forum [PDF]
  • Bruno Martins and Mário J. Silva, Language Identification in Web Pages, Proceedings ot the 20th ACM Symposium on Applied Computing, 2005 [PDF]
  • Bruno Martins and Mário J. Silva, Spelling Correction in Search Engine Queries, Proceedings of the International Conference on Advances in Natural Language Processing (España for Natural Language Processing), 2004 [PDF]
  • Bruno Martins and Mário J. Silva, A Statistical Study of the Tumba! Corpus, Proceedings of the International Conference on Advances in Natural Language Processing (España for Natural Language Processing), 2004 [PDF]
  • Mário J. Silva, Bruno Martins, Marcirio Keys, Nuno Cardoso and Ana Paula Alfonso, Adding Geographic Scopes you the Web Resources, Proceedings of the ACM Workshop on Geographic Information Retrieval, 2004 [PDF]
  • Francisco Couto, Bruno Martins and Mário J. Silva, Classifying Biomedical Articles using Web Resources, Proceedings of the 19th ACM Symposium on Applied Computing, 2004 [PDF]
  • José Borbinha, Nuno Freire, Mário J. Silva and Bruno Martins, InterNet Search Engines and OPACs: Getting the best of two worlds, Proceedings of the ICCC/IFIP International Conference on Electronic Publishing, 2003 [PDF]
  • Bruno Martins and Mário J. Silva, Web Information Retrieval with Result Set Clustering, Proceedings of the Portuguese Conference on Artificial Intelligence, 2003 [PDF]
  • Bruno Martins ans Mário J. Silva, Is it Portuguese? Language detection in large document collections, Actas da Conferência Nacional sobre Redes de Computadores, 2001 [PDF]

Book Chapters

  • Mário Silva, Bruno Martins and Miguel Costa. Avaliação conjunta de recuperação de informação da Web portuguesa, Chapter in Diana Saints (eds), Avaliação conjunta: um novo paradigma no processamento computacional da língua portuguesa, IST Press, 2006 [book webpage]
  • Nuno Cardoso, Bruno Martins, Daniel Gomes and Mário J. Silva. WPT 03: a primeira colecção pública proveniente de uma recolha da web portuguesa, Chapter in Diana Saints (eds), Avaliação conjunta: um novo paradigma no processamento computacional da língua portuguesa, IST Press, 2006 [book webpage]

Other Publications

  • Dirk Ahlers, Erik Wilde and Bruno Martins, Report on the Fifth Workshop on Location and the Web (LocWeb 2015), SIGIR Forum, vol. 49, no. 2, 2015 [PDF]
  • Dirk Ahlers, Erik Wilde and Bruno Martins, Report on the Fourth Workshop on Location and the Web (LocWeb 2014), SIGIR Forum, vol. 49, no. 1, 2015 [PDF]
  • Miguel Costa and Bruno Martins, Uma Comparação Sistemática de Diferentes Abordagens para a Sumarização Automática Extrativa de Textos em Português, Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 7, no. 1, 2015 [PDF]
  • Indira Brito and Bruno Martins, Realização de Previsões com Conteúdos Textuais em Português, Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 6, no. 1, 2014 [PDF]
  • David Batista, David Forte, Rui Silva, Bruno Martins and Mário Silva, Extração de Relações Semânticas de Textos em Português Explorando a DBpédia e a Wikipédia, Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 5, no. 1, 2013 [PDF]
  • Duarte Dias, Ivo Anastácio and Bruno Martins, Geocodificação de Documentos Textuais com Classificadores Hierárquicos Baseados em Modelos de Linguagem, Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 4, no. 2, 2012 [PDF]
  • José Borbinha, Gilberto Pedrosa, João Luzio, Hugo Manguinhas and Bruno Martins, The DIGMAP virtual digital library, International Web Journal on Sciences and Technologies Affined to History of Cartography and Maps (e-Perimetron), vol. 7, no. 1, 2009 [PDF]
  • Hugo Manguinhas, Bruno Martins, José Borbinha, Siabato Vaca and Willington Libardo, The DIGMAP geo-temporal Web gazetteer service, International Web Journal on Sciences and Technologies Affined to History of Cartography and Maps (e-Perimetron), vol. 4, no. 1, 2009 [PDF]
  • Bruno Martins, Hugo Manguinhas, José Borbinha, Siabato Vaca and Willington Libardo, A geo-temporal information extraction service for processing descriptive metadata in digital libraries, International Web Journal on Sciences and Technologies Affined to History of Cartography and Maps (e-Perimetron), vol. 5, no. 1, 2009 [PDF]

PhD Thesis

  • Bruno Martins, Geographically Aware Web Information Retrieval, PhD Thesis, FCUL, 2009 (supervised by Prof. Mário J. Silva)

Research Projects

  • Digging into Early Colonial Mexico: A large-scale computational analysis of 16th century historical sources (DigCH - T-AP HJ-253525)
  • Reassembling the Republic of Letters (COST ACTION IS1310)
  • Da monitorização de fluxos de dados globais à recomendação com base em contexto (GoLocal - FCT CMUP­ERI/TIC/0046/2014)
  • Armazenamento e Processamento de Quantidades Massivas de Dados Espaço-Temporais na Nuvem (Saturn - FCT PTDC/EEI-SCR/1743/2014)
  • Expression and Recognition of Irony in Multicultural Social Media (EXPRESS - FCT UTAP­EXPL/EEI­ESS/0031/2014)
  • Knowledge Discovery from Location-Based Social Networks (KD-LBSN - FCT EXPL/EEI-ESS/0427/2013 - Principal Investigator)
  • Large-Scale Data Management in Cloud Environments (DATASTORM - FCT EXCL/EEI-ESS/0257/2012)
  • Retrieval, Extraction and Aggregation Computing Technology for Integrating and Organizing News (REACTON - FCT UTA-Est/MAI/0006/2009)
  • Services for Intelligent Geographical Information Systems (SInteliGIS - FCT PTDC/EIA-EIA/109840/2009 - Principal Investigator)
  • Smarter Indexing and Search Schemes (SMARTIES - FCT PTDC/EIA-EIA/115346/2009)
  • The European Digital Mathematics Library (EuDML - CIP-ICT-PSP.2009.2.4)
  • Discovering our Past World with Digitized Historical Maps (DIGMAP - ECP-2005-CULT-038042)
  • Geographic Reasoning for Search Engines (GREASE/GREASE2 - FCT POSI-SRI-47071-2002)
  • Semi-Structured Data Management (XMLBase - FCT POSI-SRI-40193-2001)

Supervision of Students

Postdoctoral Researchers

  • Miguel Won, Analysing Political Discourse Through Text Mining Methods, INESC-ID (ongoing co-supervision with Prof. Pedro Magalhães)

PhD Students

  • Tiago Gonçalves, Visual Analysis of Human Mobility Data, FCUL (ongoing co-supervision with Prof. Ana Paula Afonso)
  • Miguel Costa, Summarizing News Articles, IST (ongoing)
  • João Monteiro, Mining multi-source and multi-modal geo-referenced information, IST (ongoing co-supervision with Prof. João Moura Pires)
  • Manuel Reis, High performance computing for machine learning and geospatial data mining applications, IST (ongoing co-supervision with Prof. Paolo Romano)

MSc Students

Recent Professional Activities