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.
@inproceedings{huertas-garcia_civic-upm_2021,
title = {CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification},
author = {Álvaro Huertas-García and Javier Huertas-Tato and Alejandro Martín and David Camacho},
url = {http://ceur-ws.org/Vol-2936/paper-41.pdf},
year = {2021},
date = {2021-05-24},
urldate = {2021-05-24},
booktitle = {Conference and Labs of the Evaluation Forum (CLEF) Working Notes},
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abstract = {Online Social Networks (OSNs) growth enables and amplifies the quick spread of harmful, manipulative and false information that influence public opinion while sow conflict on social or political issues. Therefore, the development of tools to detect malicious actors and to identify low-credibility information and misinformation sources is a new crucial challenge in the ever-evolving field of Artificial Intelligence. The scope of this paper is to present a Natural Language Processing (NLP) approach that uses Doc2Vec and different state-of-the-art transformer-based models for the CLEF2021 Checkthat! lab Task 3. Through this approach, the results show that it is possible to achieve 41.43% macro-average F1-score in the misinformation detection (Task A) and 67.65% macro-average F1-score in the topic classification (Task B).},
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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.
@article{camacho2020four,
title = {The four dimensions of social network analysis: An overview of research methods, applications, and software tools},
author = {David Camacho and Ángel Panizo-LLedot and Gema Bello-Orgaz and Antonio Gonzalez-Pardo and Erik Cambria},
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year = {2020},
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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.
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title = {A Survey of Social Web Mining Applications for Disease Outbreak Detection},
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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.
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title = {Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter},
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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.
@article{bello2014combiningb,
title = {Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter},
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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.
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title = {An Agent-Based Simulation of Christakis-Fowler Social Model},
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year = {2013},
date = {2013-10-09},
booktitle = {Proceedings of the 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013)},
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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.
@incollection{bello2013extracting,
title = {Extracting Collective Trends from Twitter Using Social-Based Data Mining},
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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.
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title = {A Swarm Simulation Platform For Agent-Based Social Simulations},
author = {Raul Cajias and Antonio González-Pardo and David Camacho},
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isbn = {978-3-642-24012-6},
year = {2011},
date = {2011-06-29},
booktitle = {5th International Symposium on Intelligent Distributed Computing (IDC 2011)},
volume = {382},
pages = {265 - 270},
publisher = {Springer Berlin / Heidelberg},
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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.
@inproceedings{BelloCajiasCamacho2011,
title = {Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest},
author = {Gema Bello-Orgaz and Raul Cajias and David Camacho},
url = {http://dl.acm.org/citation.cfm?id=1988718
http://aida.etsisi.upm.es/wp-content/uploads/2012/09/WIMS2011AStudyOnImpact.pdf},
year = {2011},
date = {2011-01-04},
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