Publications

2017
Applying Recurrent Neural Networks to Sentiment Analysis of Spanish Tweets

Oscar Araque, Rodrigo Barbado, J. Fernando Sánchez-Rada & Carlos A. Iglesias (2017). Applying Recurrent Neural Networks to Sentiment Analysis of Spanish Tweets. In Ceur WS (editor).

2016
Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment Analysis

Oscar Araque, Ganggao Zhu, Manuel García-Amado & Carlos A. Iglesias (2016). Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment Analysis. In Proceedings of IEEE ICDM SENTIRE 2016. IEEE.
Senpy: A Pragmatic Linked Sentiment Analysis Framework

J. Fernando Sánchez-Rada, Carlos A. Iglesias, Ignacio Corcuera-Platas & Oscar Araque (2016). Senpy: A Pragmatic Linked Sentiment Analysis Framework. In Proceedings DSAA 2016 Special Track on Emotion and Sentiment in Intelligent Systems and Big Social Data Analysis (SentISData), pages 735-742. Montreal, Canada : IEEE.
Linked Data Models for Sentiment and Emotion Analysis in Social Networks

Carlos A. Iglesias, J. Fernando Sánchez-Rada, Gabriela Vulcu & Paul Buitelaar (2016). Linked Data Models for Sentiment and Emotion Analysis in Social Networks. In Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina & Bing Liu (editors), Sentiment Analysis in Social Networks. Morgan Kauffman.
Development of an Aspect-based Sentiment Analyzer for the Social Web and Application to Product Reviews

Manuel García-Amado. (2016). Development of an Aspect-based Sentiment Analyzer for the Social Web and Application to Product Reviews. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Prototype of a Sentiment Analysis System Based on Ensemble Algorithms for Combining Deep and Surface Machine Learning Techniques

Oscar Araque. (2016). Prototype of a Sentiment Analysis System Based on Ensemble Algorithms for Combining Deep and Surface Machine Learning Techniques. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Towards a Common Linked Data Model for Sentiment and Emotion Analysis

J. Fernando Sánchez-Rada, Björn Schuller, Viviana Patti, Paul Buitelaar, Gabriela Vulcu, Felix Bulkhardt et al (2016). Towards a Common Linked Data Model for Sentiment and Emotion Analysis. In J. Fernando Sánchez-Rada & Björn Schuller (editors), Proceedings of the LREC 2016 Workshop Emotion and Sentiment Analysis (ESA 2016), pages 48-54.
European Project Space on Intelligent Technologies, Software Engineering, Computer Vision, Graphics, Optics and Photonic

Carlos A. Iglesias, J. Fernando Sánchez-Rada, Paul Buitelaar & Francesco Danza (2016). European Project Space on Intelligent Technologies, Software Engineering, Computer Vision, Graphics, Optics and Photonic, chapter Mixed Emot, pages 116-123. ScitePress.
Development of a Social Media Crawler for Sentiment Analysis

José Emilio Carmona. (2016). Development of a Social Media Crawler for Sentiment Analysis. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of a Web Conversational Agent for a Smart Home scenario based on the task model ANSI/CEA-2018

Lorena Sancho-Mayoral. (2016). Development of a Web Conversational Agent for a Smart Home scenario based on the task model ANSI/CEA-2018. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Onyx: A Linked Data Approach to Emotion Representation

J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2016). Onyx: A Linked Data Approach to Emotion Representation. Information Processing & Management, 52, 99-114.

JCR 2016 Q2 2.391, SJR 2016 Q2 0.705, Scopus 2016 Q1 5.2

2015
Aspect based Sentiment Analysis of Spanish Tweets

Oscar Araque, Ignacio Corcuera-Platas, Constantino Román-Gómez, Carlos A. Iglesias & J. Fernando Sánchez-Rada (2015). Aspect based Sentiment Analysis of Spanish Tweets. In Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), pages 29-34. Alicante, Spain.
A Linked Data Model for Multimodal Sentiment and Emotion Analysis

J. Fernando Sánchez-Rada, Carlos A. Iglesias & Ronald Gil (2015). A Linked Data Model for Multimodal Sentiment and Emotion Analysis. In, pages 11-19. Beijing, China : Association for Computational Linguistics and Asian Federation of Natural Language Processing.
Development of a Named Entity Recognition System based on Ensemble Machine Learning Algorithms

Constantino Román-Gómez. (2015). Development of a Named Entity Recognition System based on Ensemble Machine Learning Algorithms. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of an Emotion Analysis System in a University community

Ignacio Corcuera-Platas. (2015). Development of an Emotion Analysis System in a University community. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.

2014
Generating Linked-Data based Domain-Specific Sentiment Lexicons from Legacy Language and Semantic Resources

Gabriela Vulcu, Paul Buitelaar, Sapna Negi, Bianca Pereira, Mihael Arcan, Barry Coughlan et al (2014). Generating Linked-Data based Domain-Specific Sentiment Lexicons from Legacy Language and Semantic Resources. In th International Workshop on Emotion, Social Signals, Sentiment & Linked Open Data, co-located with LREC 2014,, pages 6-9. Reykjavik, Iceland.
A Linked Data Approach to Sentiment and Emotion Analysis of Twitter in the Financial Domain

J. Fernando Sánchez-Rada, Marcos Torres, Carlos A. Iglesias, Roberto Maestre & Raquel Peinado (2014). A Linked Data Approach to Sentiment and Emotion Analysis of Twitter in the Financial Domain. In Second International Workshop on Finance and Economics on the Semantic Web (FEOSW 2014), pages 51-62.
EuroLoveMap: Confronting feelings from News

Jordi Atserias, van Erp, M., Isa Maks, Germán Rigau & J. Fernando Sánchez-Rada (2014). EuroLoveMap: Confronting feelings from News. In Proceedings of Come Hack with OpeNER!” workshop at the 9th Language Resources and Evaluation Conference (LREC’14), pages 5. Reykjavik, Iceland : European Language Resources Association (ELRA).
Linked-Data based Domain-Specific Sentiment Lexicons

Gabriela Vulcu, Raul Lario Monje, Mario Muñoz, Paul Buitelaar & Carlos A. Iglesias (2014). Linked-Data based Domain-Specific Sentiment Lexicons. In Linguistic Linked Data Challenge, co-located with LREC 2014,. Reykjavik, Iceland.

Winners of the Challenge LREC. Conference A2 (Qualis)
EUROSENTIMENT: Linked Data Sentiment Analysis

J. Fernando Sánchez-Rada, Gabriela Vulcu, Carlos A. Iglesias & Paul Buitelaar (2014). EUROSENTIMENT: Linked Data Sentiment Analysis. In Matthew Horridge, Marco Rospocher & van Ossenbruggen, J. (editors), Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference (ISWC 2014), pages 145-148. Riva del Garda, Trentino.

2013
Linguistic Linked Data for Sentiment Analysis

Paul Buitelaar, Mihael Arcan, Carlos A. Iglesias, J. Fernando Sánchez-Rada & Carlo Strapparava (2013). Linguistic Linked Data for Sentiment Analysis. In Christian Chiarcos, Philipp Cimiano, Thierry Declerck & John P. McCrae (editors), 2nd Workshop on Linked Data in Linguistics (LDL-2013): Representing and linking lexicons, terminologies and other language data. Collocated with the Conference on Generative Approaches to the Lexicon, pages 1-8. Pisa, Italy : Association for Computational Linguistics.
Design and implementation of a Personal Agent Architecture based on Bot technologies and Information Retrieval

Javier Herrera-Planells. (2013). Design and implementation of a Personal Agent Architecture based on Bot technologies and Information Retrieval. Final Career Project (PFC). ETSI Telecomunicación, Universidad Politécnica de Madrid.

2011
Sistema de Búsqueda de Respuestas para un Servicio de Bots a Partir de Foros de Discusión

César Monteserín. (2011). Sistema de Búsqueda de Respuestas para un Servicio de Bots a Partir de Foros de Discusión. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.

2010
Desarrollo de una plataforma para la asistencia en el desarrollo y gestión de sistemas de bots

Miguel Coronado. (2010). Desarrollo de una plataforma para la asistencia en el desarrollo y gestión de sistemas de bots. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Aplicación de técnicas de análisis de sentimientos a la gestón de innovación con fábrica de ideas

Fernando Tapia. (2010). Aplicación de técnicas de análisis de sentimientos a la gestón de innovación con fábrica de ideas. Final Career Project (PFC). ETSI Telecomunicación, Universidad Politécnica de Madrid.

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