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Rosa, H., Carvalho, J. P., Calado, P., Martins, B., Ribeiro, R. & Coheur, L. (2018). Using fuzzy fingerprints for cyberbullying detection in social networks. In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Rio de Janeiro: IEEE.

H. Rosa et al.,  "Using fuzzy fingerprints for cyberbullying detection in social networks", in 2018 IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, IEEE, 2018

@inproceedings{rosa2018_1731964920733,
	author = "Rosa, H. and Carvalho, J. P. and Calado, P. and Martins, B. and Ribeiro, R. and Coheur, L.",
	title = "Using fuzzy fingerprints for cyberbullying detection in social networks",
	booktitle = "2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)",
	year = "2018",
	editor = "",
	volume = "",
	number = "",
	series = "",
	doi = "10.1109/FUZZ-IEEE.2018.8491557",
	publisher = "IEEE",
	address = "Rio de Janeiro",
	organization = "",
	url = "https://ieeexplore.ieee.org/document/8491557"
}

TY  - CPAPER
TI  - Using fuzzy fingerprints for cyberbullying detection in social networks
T2  - 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
AU  - Rosa, H.
AU  - Carvalho, J. P.
AU  - Calado, P.
AU  - Martins, B.
AU  - Ribeiro, R.
AU  - Coheur, L.
PY  - 2018
DO  - 10.1109/FUZZ-IEEE.2018.8491557
CY  - Rio de Janeiro
UR  - https://ieeexplore.ieee.org/document/8491557
AB  - As cyberbullying becomes more and more frequent in social networks, automatically detecting it and pro-actively acting upon it becomes of the utmost importance. In this work, we study how a recent technique with proven success in similar tasks, Fuzzy Fingerprints, performs when detecting textual cyberbullying in social networks. Despite being commonly treated as binary classification task, we argue that this is in fact a retrieval problem where the only relevant performance is that of retrieving cyberbullying interactions. Experiments show that the Fuzzy Fingerprints slightly outperforms baseline classifiers when tested in a close to real life scenario, where cyberbullying instances are rarer than those without cyberbullying.
ER  -