Hugo Rosa

Hugo RosaINESC-ID

+351213100326     212 hugo.rosa@inesc-id.pt

Natural Language Processing and Machine Learning; Cyberbullying DetectionNatural Language Processing and Machine Learning; Cyberbullying Detection

 

Total Publications: 12

Article (Author)

• Towards cyberbullying detection: Building, benchmarking and longitudinal analysis of aggressiveness and conflicts/attacks datasets from Twitter
  Paula Ferreira, Nádia Pereira, Hugo Rosa, Sofia Oliveira, Luísa Coheur, Joao P. Carvalho, Ricardo Ribeiro, Paula Paulino, Isabel Trancoso, Ana Margarida Veiga Simão,
  IEEE Transactions on Affective Computing, pages 1-15, DOI 10.1109/TAFFC.2024.3518587, December 2024
• Automatic cyberbullying detection: A systematic review
  Hugo Rosa, Nádia Pereira, Ricardo Ribeiro, Paula da Costa Ferreira, Joao P. Carvalho, Sofia Oliveira, Luísa Coheur, Paula Paulino, Ana Margarida Veiga Simão, Isabel Trancoso,
  Computers in Human Behavior, vol. 93, pages 333-345, DOI https://doi.org/10.1016/j.chb.2018.12.021, January 2019
• Twitter: from platform for mobilization to platform for commentary. The 2014 meet in Lisbon
  Catarina Rebelo, Inês Pereira, Hugo Rosa, Fernando Batista, Joao P. Carvalho,
  (OBS*)ERVATORIO, vol. 11, n. 4, pages 19-41, December 2017
• MISNIS: An Intelligent Platform for Twitter Topic Mining
  Joao P. Carvalho, Hugo Rosa, Gaspar Manuel Rocha Brogueira, Fernando Batista,
  Expert Systems With Applications, vol. 89, pages 374-388, DOI https://doi.org/10.1016/j.eswa.2017.08.001, December 2017

In Proceedings (Author)

• Situational Irony in Farcical News Headlines
  Paula Carvalho, Bruno Martins, Hugo Rosa, Sílvio Moreira, Jorge Baptista, Mário J. Silva,
  Computational Processing of the Portuguese Language. PROPOR 2020., LNCS, Springer, Cham, pages 65-75, Springer, Cham, March 2020
• Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks
  Hugo Rosa, Joao P. Carvalho, Pável Calado, Bruno Martins, Luísa Coheur, Ricardo Ribeiro,
  2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE Xplorer, pages 56-62, IEEE Xplorer, Rio de Janeiro, Brazil, July 2018
• A Deeper Look at Detecting Cyberbullying in Social Networks
  Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Luísa Coheur, Joao P. Carvalho,
  IJCNN, 2018 International Joint Conference on Neural Networks, IEEE Explorer, pages 323-330, IEEE Explorer, Rio de Janeiro, Brazil, July 2018
• Detecting relevant tweets in very large tweet collections: the London Riots case study
  Joao P. Carvalho, Hugo Rosa, Fernando Batista,
  FUZZ-IEEE, 2017 IEEE International Conference on Fuzzy Systems, IEEE Xplorer, IEEE Xplorer, Naples, Italy, July 2017
• Detecting User Influence in Twitter: PageRank vs Katz, a case study
  Hugo Rosa, Joao P. Carvalho, Fernando Batista,
  ESCIM - 7th European Symposium on Computational Intelligence and Mathematics, pages 212-217, Cádiz, Spain, October 2015
• Twitter Topic Fuzzy Fingerprints
  Hugo Rosa, Fernando Batista, Joao P. Carvalho,
  WCCI2014, FUZZ-IEEE, 2014 IEEE World Congress on Computational Intelligence, International Conference on Fuzzy Systems, IEEE Xplorer, IEEE, pages 776-783, IEEE, Beijing, China, July 2014
• Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends
  Hugo Rosa, Joao P. Carvalho, Fernando Batista,
  SLATE'14 - 3rd Symposium on Languages, Applications and Technologies, OpenAccess Series in Informatics (OASIcs), Schloss Dagstuhl, vol. 4659, pages 185-199, Schloss Dagstuhl, June 2014

Thesis (Author)

• Topic Detection within Public Social Networks
  Hugo Rosa, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, May 2014