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João Paulo da Costa Cordeiro is currently a professor and a researcher at the Informatics Department at the University of Beira Interior (UBI). He is also the head of the Centre for Human Language Technology and Bioinformatics (HULTIG, at UBI) and a research collaborator in NOVA LINCS (Lisbon). His research work and interests are directed toward Artificial Intelligence and Mental Health, Sentiment Analysis and Emotion Modeling, Computational Linguistics, Data Analysis, and Text Mining. He obtained his Ph.D. in April 2011 on the topic of Sentence Compression, a sub-field of Automatic Text Summarization. He has published 17 articles in specialized journals, 17 conference papers, and 2 book chapters. Her work focuses on the fields of Computer Science and Informatics Engineering, with a particular emphasis on Artificial Intelligence, Data Science, and Natural Language Processing. He has collaborated with various colleagues in his professional activities on scientific works and projects.
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Identification

Personal identification

Full name
João Paulo da Costa Cordeiro

Citation names

  • Cordeiro, João

Author identifiers

Ciência ID
7112-204F-E5DC
ORCID iD
0000-0003-0466-1618

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Communication Engineering and Systems

Languages

Language Speaking Reading Writing Listening Peer-review
English Upper intermediate (B2) Proficiency (C2) Advanced (C1) Proficiency (C2) Proficiency (C2)
French Beginner (A1) Intermediate (B1) Beginner (A1) Intermediate (B1) Beginner (A1)
Education
Degree Classification
2005/09/01 - 2011/04/29
Concluded
 Engenharia Informática (Doutoramento)
Major in Processamento da Linguagem Natural
Universidade da Beira Interior, Portugal

Universidade da Beira Interior Centro de Tecnologia da Linguagem Humana e Bioinformática, Portugal
"Rule Induction for Sentence Reduction" (THESIS/DISSERTATION)
1999/09/15 - 2003/10/15
Concluded
 Inteligência Artificial e Computação (Mestrado)
Major in Extração de Informação
Universidade do Porto Faculdade de Ciências, Portugal
"Extração de Elementos Relevantes em Texto" (THESIS/DISSERTATION)
 Muito Bom
1992/10/01 - 1998/10/02
Concluded
 Matemática/Informática (Licenciatura)
Universidade da Beira Interior Departamento de Matemática, Portugal
 14
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2011/04/29 - Current Assistant Professor (University Teacher) Universidade da Beira Interior, Portugal
2003/10/15 - 2011/04/29 Assistant (University Teacher) Universidade da Beira Interior, Portugal
1999/11/05 - 2003/10/14 Trainee Assistant (University Teacher) Universidade da Beira Interior, Portugal
Projects

Contract

Designation Funders
2018/07 - 2021/06 MOVES - Monitorização Virtual de Multidões em Cidades Inteligentes
PTDC/EEI-AUT/28918/2017
 Associação para a Inovação e Desenvolvimento da FCT
2018/12 - 2020/11 C4_WP3.2 - BText2K – Big Text to Knowledge
CENTRO-01-0145-FEDER-000019
 CENTRO 2020
2008/01/01 - 2010/12/31 VIP-ACCESS - Ubiquitous Web Access for Visually Impaired People
PTDC/PLP/72142/2006
Researcher
Universidade da Beira Interior Centro de Tecnologia da Linguagem Humana e Bioinformática, Portugal
 Fundação para a Ciência e a Tecnologia
2005/01/01 - 2007/12/31 SUMO - Automatic Text Summarization for Mobile Technologies
POSC/PLP/57438/2004
Researcher
Universidade da Beira Interior Centro de Tecnologia da Linguagem Humana e Bioinformática, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Silvano, Purificação; Leal, António; Cordeiro, João. "Chapter 14. On adverbial perfect participial clauses in Portuguese varieties and British English". In Romance Languages and Linguistic Theory 2018, edited by Sergio Baauw; Frank Drijkoningen; Luisa Meroni, 264-285. Amsterdam, Netherlands: John Benjamins Publishing Company, 2021.
    10.1075/cilt.357.14sil
  2. "Language Independent Methodologies to Tackle Multilinguality". Bulgaria, 2006.
    10.1.1.130.6860
Conference paper
  1. Cordeiro, João; Silvano, Purificação; Leal, António; Pais, Sebastião. "TELP -Text Extraction with Linguistic Patterns". Paper presented in The 3rd Annual Meeting of the ELRA-ISCA Special Interest Group on Under-resourced Languages – SIGUL2024, Torino, 2024.
    Accepted
  2. Muetunda, Faustino; Sabry, Soumaya; Pais, Sebastião; Dias, Gaël; Cordeiro, João; Pombo, Nuno. "Improving Mental Disorder Predictions using Feature-Based Machine Learning Techniques". Paper presented in International Workshop on Data Mining for Mental Disorders (DMMD) associated to 23rd IEEE International Conference on Data Mining (ICDM), Shangai, 2023.
    In press
  3. Muetunda, Faustino; Sabry, Soumaya; Pais, Sebastião; Dias, Gaël; Cordeiro, João; Pombo, Nuno. "Artificial Intelligence on Mental Health Context". Paper presented in International Workshop on Data Mining for Mental Disorders (DMMD) associated to 23rd IEEE International Conference on Data Mining (ICDM), Shangai, 2023.
    In press
  4. Jamil, Luqman; Pais, Sebastião; Pombo, Nuno; Cordeiro, João; Neves, Pedro. "Challenges of Profiling Offenders for Recidivism Risk". Paper presented in The 2nd International Workshop on Legal Intelligence. International Conference on Data Mining (ICDM), Shangai, 2023.
    In press
  5. Giovana Voltoline; Sebastião Pais; Bruno Silva; Joao Cordeiro. "Understanding Massive Text Visualization". 2023.
    10.1145/3625007.3627482
  6. M. Luqman Jamil; Sebastiao Pais; João Cordeiro; Gaël Dias; Nuno Pombo. "An Approach for Detecting Dangerous Events from Online Text Using Transformers". 2023.
    10.1109/wi-iat59888.2023.00040
  7. Silvano, Maria da Purificação; Cordeiro, João; Leal, António; Pais, Sebastião. "DRIPPS: a Corpus with Discourse Relations in Perfect Participial Sentences". 2023.
  8. Muetunda, Faustino; Jamil, M. Luqman; Pais, Sebastião; Sabry, Soumaya; Dias, Gaël; Pombo, Nuno; Cordeiro, João. "Exploring the Role of Artificial Intelligence in Mental Health". Paper presented in 2023 IEEE International Conference on Data Mining, 2023.
    Published • 10.1109/icdmw60847.2023.00166
  9. Muetunda, Faustino; Pais, Sebastião; Sabry, Soumaya; Dias, Gaël; Pombo, Nuno; Cordeiro, João. "Improving Mental Disorder Predictions using Feature-Based Machine Learning Techninques". Paper presented in 2023 IEEE International Conference on Data Mining, 2023.
    Published • 10.1109/icdmw60847.2023.00165
  10. Brazdil, Pavel; Silvano, Purificação; Silva, Fátima; Hassan, Shamsuddeen; Oliveira, Fátima; Cordeiro, João; Leal, António. "Extending General Sentiment Lexicon to Specific Domains in (Semi-)Automatic Manner". Paper presented in 1st Workshop on Sentiment Analysis & Linguistic Linked Data, Skopje, 2021.
    Published
  11. "An AutoML-based Approach to Multimodal Image Sentiment Analysis". 2021.
    10.1109/ijcnn52387.2021.9533552
  12. "Unsupervised Approach to Detect Extreme Sentiments on Social Networks". 2020.
    10.1109/asonam49781.2020.9381420
  13. Cordeiro, João. "SocialNetCrawler - Online Social Network Crawler.". Paper presented in 11th International Conference on Management of Digital EcoSystems, 2019.
    Published • 10.1145/3297662.3365805
  14. Cordeiro, João. "Association and Temporality between News and Tweets". 2019.
    10.5220/0008362105000507
  15. Abrantes, D; Cordeiro, J. "Extracting Adverse Drug Effects from User Experiences: A Baseline". 2018.
    10.1109/cbms.2018.00077
  16. "Deteção Automática de Plágio em Dois Atos". 2015.
  17. Cordeiro, J; Inacio, PRM; Fernandes, DAB. "Fractal Beauty in Text". 2015.
    10.1007/978-3-319-23485-4_80
  18. "Unsupervised Induction of Sentence Compression Rules". 2009.
  19. "Biology Based Alignments of Paraphrases for Sentence Compression". 2007.
  20. Cordeiro, J; Dias, G; Brazdil, P. "A Metric for Paraphrase Detection". 2007.
    10.1109/ICCGI.2007.4
  21. "Web Image Indexing: Combining Image Analysis with Text Processing". 2004.
    10.1.1.149.6504
Conference poster
  1. Silvano, Purificação; Leal, António; Cordeiro, João. "DRIPPS: Annotated corpus with discourse relations in perfect participial sentences". Paper presented in UniDive- First meeting, 2023.
Journal article
  1. Pais, S.; Cordeiro, João; M. Luqman Jamil. Corresponding author: Pais, S.. "HULTIG-C: NLP Corpus and Services in the Cloud". International Journal on Digital Libraries (2023): https://doi.org/10.21203/rs.3.rs-696114/v2.
    Submitted
  2. Irfan Tanoli; Pais, S.; Cordeiro, João; M. Luqman, J.. Corresponding author: Pais, S.. "Detection of Radicalisation and Extremism Online: A Survey". Soft Computing (2023): https://doi.org/10.21203/rs.3.rs-1185415/v1.
    Submitted
  3. "Detection of extreme sentiments on social networks with BERT". Social Network Analysis and Mining 12 1 (2022): http://dx.doi.org/10.1007/s13278-022-00882-z.
    10.1007/s13278-022-00882-z
  4. M. Luqman Jamil; Sebastião Pais; João Cordeiro. "Detection of dangerous events on social media: a critical review". Social Network Analysis and Mining (2022): https://doi.org/10.1007/s13278-022-00980-y.
    10.1007/s13278-022-00980-y
  5. João Cordeiro. "Semi-Automatic Approaches for Exploiting Shifter Patterns in Domain-Specific Sentiment Analysis". Mathematics 10 18 (2022): 3232-3232. http://dx.doi.org/10.3390/math10183232.
    10.3390/math10183232
  6. Tjerk Hagemeijer; António Leal; Raquel Madureira; João Cordeiro. "Goal arguments of ir ‘to go’ and chegar ‘to arrive’ in three African varieties of Portuguese". Journal of Portuguese Linguistics (2022): http://dx.doi.org/10.16995/jpl.8634.
    10.16995/jpl.8634
  7. Pais, S; Cordeiro, J; Jamil, ML. "NLP-based platform as a service: a brief review". (2022):
    10.1186/s40537-022-00603-5
  8. "A Comparative Study of Linguistic and Computational Features Based on a Machine Learning for Arabic Anaphora Resolution". Procedia Computer Science 189 (2021): 37-47. http://dx.doi.org/10.1016/j.procs.2021.05.068.
    10.1016/j.procs.2021.05.068
  9. Purificação Silvano; António Leal; João Cordeiro; Silvano, Purificação; Leal, António; Cordeiro, João. "Algumas reflexões sobre a classificação de orações gerundivas em Português Europeu". Revista da Associação Portuguesa de Linguística 5 (2019): 325-347. http://dx.doi.org/10.26334/2183-9077/rapln5ano2019a22.
    Published • 10.26334/2183-9077/rapln5ano2019a22
  10. Silva, Fátima; Silvano, Purificação; Leal, António; Oliveira, Fátima; Brazdil, Pavel; Cordeiro, João; Oliveira, Débora. "Análise semântica de sentimento em artigos de opinião". (2019): http://ojs.letras.up.pt/index.php/EL/article/view/6131.
  11. Cordeiro, João. "ECIR 2018: Text2Story Workshop - Narrative Extraction from Texts". SIGIR Forum 52 1 (2018): 150-152. http://doi.acm.org/10.1145/3274784.3274801.
    10.1145/3274784.3274801
  12. Silva, Fátima; Silvano, Purificação; Leal, António; Oliveira, Fátima; Pavel, Brazdil; Cordeiro, João. "Análise de sentimento em artigos de opinião na área da economia e das finanças". Linguística ¿ Revista de Estudos Linguísticos da Universidade do Porto. Volume de homenagem a Óscar Lopes (2018): 79-114.
    Published
  13. Cordeiro, J.; Dias, G.; Brazdil, P.. "Rule induction for sentence reduction". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8154 LNAI (2013): 528-539. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884727784&partnerID=MN8TOARS.
    10.1007/978-3-642-40669-0_45
  14. Grigonyte, G.; Cordeiro, J.; Dias, G.; Moraliyski, R.; Brazdil, P.. "Paraphrase alignment for synonym evidence discovery". Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference 2 (2010): 403-411. http://www.scopus.com/inward/record.url?eid=2-s2.0-80053417782&partnerID=MN8TOARS.
  15. Dias, G; Moraliyski, R; Cordeiro, J; Doucet, A; Ahonen Myka, H. "Automatic discovery of word semantic relations using paraphrase alignment and distributional lexical semantics analysis". NATURAL LANGUAGE ENGINEERING (2010):
    10.1017/s135132491000015x
  16. Cordeiro, João. "New Functions for Unsupervised Asymmetrical Paraphrase Detection". Journal of Software, Volume:2, Issue:4, Page(s): 12-23 2 4 (2007): 12-23. http://dx.doi.org/10.4304/jsw.2.4.12-23.
  17. Cordeiro, J.; Dias, G.; Brazdil, P.. "Learning paraphrases from WNS corpora". Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007 (2007): 193-198. http://www.scopus.com/inward/record.url?eid=2-s2.0-37349122135&partnerID=MN8TOARS.