Publications

2020
Radical Text Detection Based on Stylometry

de Pablo Marsal, Á., Oscar Araque & Carlos A. Iglesias (2020). Radical Text Detection Based on Stylometry. In Proceedings of International Conference on Information Systems Security and Privacy. Valletta, Malta : ScitePress.
Sentiment and Emotion Analysis in Social Networks: modeling and linking data, affects and people

J. Fernando Sánchez-Rada. (2020). Sentiment and Emotion Analysis in Social Networks: modeling and linking data, affects and people. Phd Thesis. Universidad Politécnica de Madrid.
An Approach for Radicalization Detection based on Emotion Signals and Semantic Similarity

Oscar Araque & Carlos A. Iglesias. (2020). An Approach for Radicalization Detection based on Emotion Signals and Semantic Similarity. IEEE Access, 8, 17877 - 17891.

JCR 2019 Q1 3.745, SJR 2020 Q1 0.59, Scopus 2020 Q1 4.8
JAICOB: A Data Science Chatbot

Daniel Carlander-Reuterfelt Gallo, Álvaro Carrera Barroso, Carlos A. Iglesias, Oscar Araque, J. Fernando Sánchez-Rada & Sergio Muñoz López. (2020). JAICOB: A Data Science Chatbot. IEEE Access, 8, 180672-180680.

JCR 2019 Q1 3.745, SJR 2020 Q1 0.59, Scopus 2020 Q1 4.8
Development of a Lyrics Creation Assistant Tool Based on NLP Techniques

Guillermo Mejías Izquierdo. (2020). Development of a Lyrics Creation Assistant Tool Based on NLP Techniques. Final Career Project. Universidad Politécnica de Madrid.

2019
Social context in sentiment analysis: Formal definition, overview of current trends and framework for comparison

J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2019). Social context in sentiment analysis: Formal definition, overview of current trends and framework for comparison. Information Fusion, 52, 344-356.

JCR 2019 Q1 13.669, SJR 2019 Q1 3.112, Scopus 2019 Q1 21.9
Sentiment Analysis for Social Media

Carlos A. Iglesias & Antonio Moreno. (2019). Sentiment Analysis for Social Media. Applied Sciences, 9 (23), 5037.

JCR 2019 Q2 2.474, SJR 2019 Q3 0.418, Scopus 2019 Q2 2.4
Senpy: A framework for semantic sentiment and emotion analysis services

J. Fernando Sánchez-Rada, Oscar Araque & Carlos A. Iglesias. (2019). Senpy: A framework for semantic sentiment and emotion analysis services. Knowledge-Based Systems.

JCR 2019 Q1 5.921, SJR 2019 Q1 1.754, Scopus 2019 Q1 11.7
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques

Oscar Araque, Lorenzo Gatti, Jacopo Staiano & Marco Guerini. (2019). DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques. IEEE Transactions on Affective Computing.

JCR 2019 Q1 7.512, SJR 2019 Q1 1.318, Scopus 2019 Q1 12.8
Design and development of a developer sentiment analysis system based on GitHub commit comments

Adrián González Hernando. (2019). Design and development of a developer sentiment analysis system based on GitHub commit comments. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Mobile Nutritional Assistant for Supermarkets with the technology DialogFlow

Luis Caballero. (2019). Development of a Mobile Nutritional Assistant for Supermarkets with the technology DialogFlow. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of an Emotion-aware Learning Analytics system based on Machine Learning Techniques and Semantic Task Automation

Enrique Sánchez Tolbaños. (2019). Design and Development of an Emotion-aware Learning Analytics system based on Machine Learning Techniques and Semantic Task Automation. Final Career Project (Master thesis). Universidad Politécnica de Madrid, ETSI Telecomunicación.
A framework for fake review detection in online consumer electronics retailers

Rodrigo Barbado, Oscar Araque & Carlos A. Iglesias. (2019). A framework for fake review detection in online consumer electronics retailers. Information Processing and Management, 56 (4), 1234-1244.

JCR 2019 Q1 4.787, SJR 2019 Q1 1.192, Scopus 2019 Q1 8.6
Development of an OCR-based text recognition solution using Deep Learning

Raffaele Perini. (2019). Development of an OCR-based text recognition solution using Deep Learning. Final Career Project (TFM (EIT-SSA)). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter

Diego Benito-Sánchez, Oscar Araque & Carlos A. Iglesias (2019). Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter. In Proceedings of SemEval 2019. Minneapolis, USA.
Design and Development of a Hate Speech Detector in Social Networks Based on Deep Learning Technologies

Diego Benito-Sánchez. (2019). Design and Development of a Hate Speech Detector in Social Networks Based on Deep Learning Technologies. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an Event Detector in Twitter Streams based on Mention-Anomaly Detection for the City of Madrid

Luis Cristóbal López García. (2019). Development of an Event Detector in Twitter Streams based on Mention-Anomaly Detection for the City of Madrid. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Stylometry Library for Texts in Spanish and English. Application to Terrorist and Radical Texts.

de Pablo Marsal, Á. (2019). Design and Development of a Stylometry Library for Texts in Spanish and English. Application to Terrorist and Radical Texts.. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design of a facial emotion recognition system using Deep Learning techniques

Ignacio Ramos. (2019). Design of a facial emotion recognition system using Deep Learning techniques. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development and Evaluation of a Sarcasm Detection Algorithm based on Machine Learning and Natural Language Processing Techniques

Julián Amigó Francés. (2019). Development and Evaluation of a Sarcasm Detection Algorithm based on Machine Learning and Natural Language Processing Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Big Data system for analysis and visualization of social media based on REST services

Alberto Pascual-Saavedra. (2019). Development of a Big Data system for analysis and visualization of social media based on REST services. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and implementation of a Social Media Monitoring Web Application based on React framework and Elasticsearch

Álvaro Fernández Rivero. (2019). Design and implementation of a Social Media Monitoring Web Application based on React framework and Elasticsearch. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Sarcasm Classifier based on Machine Learning Techniques

Álvarez Fernández del Vallado, J. (2019). Development of a Sarcasm Classifier based on Machine Learning Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Analysis and Development of a Personal Dashboard for Emotion Tracking

Carlos Marzal Romón. (2019). Analysis and Development of a Personal Dashboard for Emotion Tracking. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Lexicon-based Emotion Classifier for the Sports Domain on Twitter

Luis García Olivares. (2019). Design and Development of a Lexicon-based Emotion Classifier for the Sports Domain on Twitter. Final Career Project. Universidad Politécnica de Madrid.

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