Proceedings of the Doctoral Symposium of the 33rd International
    Conference of the Spanish Society for Natural Language
                          Processing


                    September 19, 2017, Murcia, Spain




Ángela Almela, Gema Alcaraz-Mármol, Rafael Valencia-García, Jesualdo Tomás Fernández-Breis
                                         (Eds.)
                                             PREFACE



This volume contains papers from the Doctoral Symposium of the 33rd International
Conference of the Spanish Society for Natural Language Processing, held on September 19,
2017, in Murcia, Spain.

This scientific event convened PhD researchers with an interest in the latest research work and
developments in the field of Natural Language Processing (NLP), employing computational
techniques for the purpose of learning, understanding, and producing human language
content, as well as new possibilities of real-world applications and R&D projects in this field.



The present volume includes the fourteen following papers, submitted in both English and
Spanish:

• The language of thought

Alberto Andreu Marín (Universidad de Jaén)

• How to profile documents?

Antonio Guillén Espejo (Universidad de Alicante)

• Approach to modeling of cyberbullying from the perspective of the human language
technologies

Beatriz Botella (Universidad de Alicante)

• Study of a hybrid approach for Natural Language Generation

Cristina Barros (Universidad de Alicante)

• Extraction of knowledge in textual documents

Denis Cedeño-Moreno (Universidad Tecnológica de Panamá)

• Emotion analysis in Spanish for the medical domain

Flor M. Plaza del Arco (Universidad de Jaén)

• Language and domain independent Named Entity Recognition and classification through
profiles

Isabel Moreno (Universidad de Alicante)

• Sentiment Analysis for real-time applications

Javier Fernández (Universidad de Alicante)

• Use of discourse information for Basque sentiment analysis

Jon Alkorta (Universidad del País Vasco)

• Semi-automatic methodology to annotate emotional corpora
Lea Canales (Universidad de Alicante)

• Planning with positional language models to produce versatile Natural Language Generation
systems

Marta Vicente (Universidad de Alicante)

• Named Entity Recognition in Spanish medical reports

Pilar López Úbeda (Universidad de Jaén)

• Negation detection in Spanish texts and application to Sentiment Analysis

Salud María Jiménez-Zafra (Universidad de Jaén)

• Automatic model for the suicide prevention by means of early detection of suicide messages
in social networks

Saray Zafra (Universidad de Alicante)



Volume Editors:



Ángela Almela, Universidad de Murcia, Spain

Gema Alcaraz-Mármol, Universidad de Castilla-La Mancha, Spain

Rafael Valencia-García, Universidad de Murcia, Spain

Jesualdo Tomás Fernández-Breis, Universidad de Murcia, Spain



Acknowledgements: The preparation of this Symposium has been possible thanks to the
support of Fundación Séneca –Agency of Science and Technology of the Region of Murcia,
through the 2017 call for the organization of conferences and scientific events, within the
"Jiménez de la Espada" program for Mobility, Cooperation and Internationalization (Ref:
20138/OC/17). In addition, it has been possible thanks to PLN.NET (TIN2016-81739-REDT), an
excellence network funded by the 2016 call of dynamization actions "REDES DE EXCELENCIA",
within the State Program of Scientific and Technical Excellence Research, State Subprogram of
Generation of Knowledge.

Last but not least, thanks to all those who submitted papers to the symposium, agreed to
review submitted papers, and contributed to discussions on the day. We also acknowledge the
publisher CEUR-WS, which greatly aided the publication of this volume.



Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for
private and academic purposes. This volume is published and copyrighted by its editors.