Social

Subareas

Description

Contributions in data mining and social network analysis:
  • Social media
  • Disinformation
  • Radicalization and hate speech
  • Polarization

Research members

Associated projects

Related Publications

2022

Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

SILT: Efficient transformer training for inter-lingual inference Journal Article

In: Expert Systems with Applications, vol. 200, pp. 116923, 2022, ISSN: 0957-4174.

Abstract | Links | BibTeX

Huertas-García, Álvaro; Martín, Alejandro; Huertas-Tato, Javier; Camacho, David

Exploring Dimensionality Reduction Techniques in Multilingual Transformers Miscellaneous

CoRR, 2022.

Abstract | Links | BibTeX

Martín, Alejandro; Huertas-Tato, Javier; Huertas-García, Álvaro; Villar-Rodríguez, Guillermo; Camacho, David

FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Journal Article

In: arXiv:2110.14532 [cs], 2022, (arXiv: 2110.14532).

Abstract | Links | BibTeX

Villar-Rodríguez, Guillermo; Souto-Rico, Mónica; Martín, Alejandro

Virality, only the tip of the iceberg: ways of spread and interaction around COVID-19 misinformation in Twitter Journal Article

In: Communication & Society, pp. 239–256, 2022.

BibTeX

2021

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification Inproceedings

In: Conference and Labs of the Evaluation Forum (CLEF) Working Notes, pp. 520–530, 2021.

Abstract | Links | BibTeX

Huertas-García, Álvaro

Automatic information search for countering covid-19 misinformation through semantic similarity Masters Thesis

Universidad Autónoma de Madrid, 2021.

Abstract | Links | BibTeX

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

Countering Misinformation Through Semantic-Aware Multilingual Models Inproceedings

In: Yin, Hujun; Camacho, David; Tino, Peter; Allmendinger, Richard; Tallón-Ballesteros, Antonio J.; Tang, Ke; Cho, Sung-Bae; Novais, Paulo; Nascimento, Susana (Ed.): Intelligent Data Engineering and Automated Learning – IDEAL 2021, pp. 312–323, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-91608-4.

Abstract | Links | BibTeX

Villar-Rodríguez, Guillermo; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

A la desinformación le gusta la compañía: Representación de bulos de Twitter sobre la COVID-19 mediante embeddings Conference

XIX Conference of the Spanish Association for Artificial Intelligence, 2021.

BibTeX

2020

Camacho, David; Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Gonzalez-Pardo, Antonio; Cambria, Erik

The four dimensions of social network analysis: An overview of research methods, applications, and software tools Journal Article

In: Information Fusion, vol. 63, pp. 88–120, 2020.

Links | BibTeX

2015

Bello-Orgaz, Gema; Hernandez-Castro, Julio; Camacho, David

A Survey of Social Web Mining Applications for Disease Outbreak Detection Incollection

In: Intelligent Distributed Computing VIII, pp. 345–356, Springer International Publishing, 2015.

Links | BibTeX

2014

Bello-Orgaz, Gema; Menéndez, Héctor D; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

In: Malaysian Journal of Computer Science, vol. 27, no. 2, pp. 95–111, 2014.

BibTeX

Bello-Orgaz, Gema; Menéndez, Héctor D; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

In: Malaysian Journal of Computer Science, vol. 27, no. 2, 2014, ISBN: 0127-9084.

Links | BibTeX

2013

Gonzalez-Pardo, Antonio; Cajias, Raul; Camacho, David

An Agent-Based Simulation of Christakis-Fowler Social Model Conference

Proceedings of the 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013), vol. 513, Lecture Notes in Artificial Intelligence of Springer-Verlag Springer Verlag, 2013, ISBN: 978-3-319-01786-0.

BibTeX

Bello-Orgaz, Gema; Menéndez, Héctor D; Okazaki, Shintaro; Camacho, David

Extracting Collective Trends from Twitter Using Social-Based Data Mining Incollection

In: 5th International Conference on Computational Collective Intelligence (ICCCI 2013), pp. 622–630, Springer-Verlag, 2013.

Links | BibTeX

Plaza, Laura; Menéndez, Héctor D; Camacho, David

A Genetic Graph-based Clustering approach to Biomedical Summarization Conference

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, no. 10, WIMS '13 ACM Press, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

Links | BibTeX

2011

Cajias, Raul; González-Pardo, Antonio; Camacho, David

A Swarm Simulation Platform For Agent-Based Social Simulations Conference

5th International Symposium on Intelligent Distributed Computing (IDC 2011), vol. 382, Springer Berlin / Heidelberg, 2011, ISBN: 978-3-642-24012-6.

Links | BibTeX

Bello-Orgaz, Gema; Cajias, Raul; Camacho, David

Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest Inproceedings

In: 1st International Conference on Web Intelligence, Mining and Semantics (WIMS’11), ACM Press, 2011.

Links | BibTeX