Teaching Activities
Teaching Year Semester Course Name Degree(s) Coordinator
2024/2025 Computational Language Processing -- Yes
2024/2025 Text Mining for Data Science Master Degree in Data Science; Yes
2024/2025 Applied Final Project in Data Science Bachelor Degree in Data Science (PL); No
2024/2025 Computing for Economics and Business -- Yes
2024/2025 Text Mining -- Yes
2024/2025 Data in Science, Bussiness and Society Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2024/2025 Programming -- Yes
2024/2025 Applied Project in Data Science II Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2024/2025 Disruptive Technologies Master Degree in Digital Technologies for Business; No
2024/2025 Computer Vision and Introduction to Language Models -- No
2023/2024 Text Mining for Data Science Master Degree in Data Science; Yes
2023/2024 Computing for Economics and Business -- Yes
2023/2024 Computational Language Processing Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2023/2024 Text Mining Master Degree in Integrated Business Intelligence Systems; Yes
2023/2024 Data in Science, Bussiness and Society Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2023/2024 Programming Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2023/2024 Applied Project in Data Science II Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2022/2023 Text Mining for Data Science Master Degree in Data Science; Yes
2022/2023 Knowledge Discovery and Extraction From Data Bachelor Degree in Computer Science and Business Management; No
2022/2023 Computing for Economics and Business -- Yes
2022/2023 Computational Language Processing -- Yes
2022/2023 Text Mining Master Degree in Integrated Business Intelligence Systems; Yes
2022/2023 Programming Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2022/2023 Applied Project in Data Science II Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2021/2022 Text Mining for Data Science Master Degree in Data Science; Yes
2021/2022 Knowledge Discovery and Extraction From Data Bachelor Degree in Computer Science and Business Management; No
2021/2022 Computing for Economics and Business Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2021/2022 Computational Language Processing Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2021/2022 Text Mining Master Degree in Integrated Business Intelligence Systems; Yes
2021/2022 Programming Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2021/2022 Applied Project in Data Science II Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2020/2021 Text Mining for Data Science Master Degree in Data Science; Yes
2020/2021 Computing for Economics and Business Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2020/2021 Computational Language Processing Institutional Degree in Escola de Tecnologias e Arquitetura; Yes
2020/2021 Text Mining Master Degree in Integrated Business Intelligence Systems; Yes
2020/2021 Programming Bachelor Degree in Data Science (PL); Bachelor Degree in Data Science; Yes
2018/2019 Probabilistic Learning for Natural Language Processing -- Yes
2018/2019 Computational Language Processing -- Yes
2018/2019 Text Mining Master Degree in Integrated Business Intelligence Systems; Yes
2018/2019 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2017/2018 Probabilistic Learning for Natural Language Processing -- Yes
2017/2018 Text Mining -- Yes
2017/2018 Open Source Operating System -- Yes
2017/2018 Computational Language Processing -- Yes
2017/2018 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2016/2017 Probabilistic Learning for Natural Language Processing -- Yes
2016/2017 Text Mining -- Yes
2016/2017 Computational Language Processing -- Yes
2016/2017 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2016/2017 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2015/2016 Open Source Operating System -- Yes
2015/2016 Computational Language Processing -- Yes
2015/2016 Probabilistic Learning for Natural Language Processing -- Yes
2015/2016 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2015/2016 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2014/2015 Open Source Operating System -- Yes
2014/2015 Computational Language Processing -- Yes
2014/2015 Probabilistic Learning for Natural Language Processing -- Yes
2014/2015 Advanced Topics in Business Intelligence -- No
2014/2015 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2014/2015 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2013/2014 Open Source Operating System -- Yes
2013/2014 Computational Language Processing -- Yes
2013/2014 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2013/2014 Operating Systems Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2012/2013 Open Source Operating System -- Yes
2012/2013 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Engineering; Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2011/2012 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Science and Business Management; Bachelor Degree in Telecommunications and Computer Engineering; Yes
2011/2012 Open Source Operating System -- Yes
2011/2012 Computer Architecture -- No
2010/2011 Operating Systems Bachelor Degree in Computer Science and Business Management (PL); Bachelor Degree in Computer Science and Business Management; Yes
2010/2011 Computer Architecture -- No
2009/2010 Operating Systems -- Yes
2007/2008 Introduction to Programming -- No
2007/2008 Introduction to Programming -- No
Supervisions
Ph.D. Thesis (4)
Ongoing (3)
Student Name Title/Topic Language Status Institution Initial Year
Eduardo Antonio Mello Freitas "Language Complexity and Contextualized Translation". English Developing Iscte 2022
Maria Inês Bico Aplicação de sistemas automáticos de processamento computacional da língua no Corpus de Textos Antigos Portuguese Developing Faculdade de Letras da Universidade de Lisboa 2021
Diogo Eduardo Ribeiro dos Santos Project appraisal with pretrained transformer-based Large Language Models English Developing Iscte --
Concluded (1)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Mariana Sofia Barreira Cavique Santos Exploring the Perspectives of Hosts and Guests in Peer-to-peer accommodation using text mining English Iscte 2022 2024
M.Sc. Dissertations (58)
Ongoing (8)
Student Name Title/Topic Language Status Institution Initial Year
Roberto Carlos Medina Creating NLP resources to Cape Verdean Creole: Challenges and Solutions for Underrepresented Languages Developing Iscte 2025
Mauro Jorge Costa Cardoso Unveiling the Far-Right's Political Ascent in Portugal: An NLP and AI Approach. Developing Iscte 2024
Humberto Carlos Pestana Fernandes Automatic extraction and classification of textual content from media Developing Iscte 2024
Guilherme Vaz Louro The calculation of the true impact of citations on scientific publications Developing Iscte 2024
Luís Miguel dos Santos Pereira Abusive Language Detection Models in Gaming and Social Media Developing Iscte 2024
Catarina Duarte Brito Chatbot based on LLMs for Support and Development Teams Developing Iscte 2024
Nelson Carvalho de Jesus The Use of Generative AI in Portuguese Legislation as a Tool for Approaching Lay User of Diário da República Developing Iscte 2024
Rafael Casimiro Machado Leveraging context and pre-trained models in online hate speech detection Developing Iscte 2024
Concluded (50)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Jaciara Aly Ferreira Unveiling Key Hotel Satisfaction Factors in Maputo Using Guest Reviews English Iscte 2024 2024
Diana Carolina da Silva Monteiro Guimarães The Circus Arts in the Era of Artificial Intelligence: A study of the current andfuture usage of A.I. in Circus Arts English Iscte 2024 2024
Margarida Paias Moura Predicting Success in Latin-Language Cinema: A Machine Learning Approach to Identify Key Factors in Film Performance English Iscte 2024 2024
Gil Antunes Silva Nogueira Ramos Automatic Hate Speech Detection in Portuguese Social Media English Iscte 2024 2024
Marta Gameiro Francisco Moreno Pereira From Regular Expressions to Language Models: A Text-Based Approach for Invoice Information Extraction English Iscte 2024 2024
Inês Filipa Correia Morais Exploring Feelings and Emotions in Dialogues: Analysis of Contact Center Interactions Portuguese Iscte 2024 2024
Tiago Augusto Mendes Teixeira Barbosa Melodies and Data: An Analytical Perspective on Predicting Human Behaviour inMusic Learning. Portuguese Iscte 2024 2024
Pedro Afonso Marques D'Oliveira Navigating the Mobile App Galaxy: Harnessing Textual Metadata for App Categorization English Iscte 2024 2024
Samuel Filipe Agostinho dos Santos Optical Character Recognition, Text Analysis and Key Information Extraction English Iscte 2023 2024
Mariana Patrícia Silva Ferreira A Text Mining Approach to Portuguese Terroir: Analysing Online Wine Reviews English Iscte 2024 2024
Filipa Camarate Gonçalves Impact of Covid-19 Pandemic on the Dynamics of Accommodation Sharing: A Hosts Perspective English Iscte 2024 2024
Matilde Lucena Leite da Silva The Impacts of Cancel Culture on Brands and Celebrities English Iscte 2024 2024
Joana Maria Freire Fernandes Optimization of Healthcare Practices: Integration of Big Data and Artificial Intelligence in Medical Diagnosis Portuguese Iscte 2024 2024
Alexandre Costa Pereira The use of Machine Learning and Text Mining in Stock Market Forecasting. Portuguese Iscte 2023 2023
Miguel Alexandre da Silva Sarmento Falco Pereira Assessing NER Tools for Dialogue Data Anonymization English Iscte 2021 2023
David Miguel Nunes Rodrigues Automatic Detection of Missing Information in the Indexing of Scientific Publications English Iscte 2022 2023
Alexandre Filipe Magalhães Cancelinha Coding by voice in a projectional editor English Iscte 2022 2023
Raquel Bento Santos Semi-Automatic Selection and Annotation of Hate Speech from Social Media English Instituto Superior Técnico, Universidade de Lisboa 2021 2022
Jana Luisa Teixeira Lage Influencers, are they responsible for Bitcoin's volatility? Transfer Entropy and Granger causality in prol of an answer English Iscte 2022 2022
Bruno Alexandre Mateus Francisco Analysis of the tourists behavior in Lisbon using data from a Mobile Operator English Iscte 2021 2022
Inês Mendes dos Santos Rodrigues de Carvalho Identification of Risk Factors in the Severity of Road Accidents Portuguese Iscte 2022 2022
Marcelo Custodio Mathias Humor and Offense Speech Classification and scoring using Natural Language Processing Portuguese Iscte 2022 2022
Érica Sofia Palmeirim Santos Rosa What is People Talking About in your Region? Applying a Topic Modelling Approach to Portuguese Geolocated Tweets English Iscte 2022 2022
Daniela Cristina da Silva Carlos Automatic detection of depression signs in social networks in the context of covid-19 Portuguese Iscte 2020 2021
Nuno Miguel Soares Fialho de Carvalho Student Data Prediction English Iscte 2021 2021
Cátia Daniela Lopes Tavares Sentiment analysis to predict the Portuguese economic sentiment based on economic news English Iscte 2020 2021
Appio Indiano do Brazil Americano Neto Automatic fraud prediction in financial transactions Portuguese Iscte 2020 2021
Tiago Filipe Pardal de Almeida Towards Cyberbullying Detection on Social Media English Iscte 2020 2021
Soraia Alexandra Cardoso Filipe Classification of emotions in social networks Portuguese Iscte 2018 2021
André Filipe Lopes Maia Assessing the Emotional Impact of Video using Machine Learning Techniques English Iscte 2019 2020
Rosária Patrícia Firmino Bunga Videogame-oriented RecommendationSystem Portuguese Iscte 2020 2020
Afonso do Carmo Marques Mendes Pinto Detection of emerging words in Portuguese tweets and analysis of their path in social networks Portuguese Iscte 2019 2020
Nuno Alexandre Mestre Barradas A book-oriented Chatbot English Iscte 2019 2020
Miguel de Guerra Narciso Cryptocurrency Analysis based on User-Generated Social Media Content English Iscte 2019 2020
Patrícia de Sousa dos Santos Detecting Psychological Sentiments in Users from Social Networks English Iscte 2019 2020
João Filipe Carriço Rodrigues Fake News Classification in European Portuguese Language English Iscte 2019 2020
Marco Filipe Madeira Felgueiras Multilabel classification of unstructured data using Crunchbase English Iscte 2018 2020
Joana de Azinhaes Horta eWOM for public institutions: application to the case of the Portuguese Army Portuguese Iscte 2019 2020
Sónia Alexandra Miranda Morais Modeling reviews on online platforms about local accommodation: The Airbnb case Portuguese Iscte 2018 2019
João Nuno Martins de Almeida 2Gather4Health: Web Crawling and Indexing System Implementation English Instituto Superior Técnico, Universidade de Lisboa 2017 2018
Diana Von-Haff Lopes Teixeira Spatio-Temporal Distribution Analysis of Brand Interest in Social Networks English Iscte 2018 2018
Tiago João Aires Soares Text Mining from CURRICULA Portuguese Iscte 2017 2018
Ricardo Afonso Gomes António Análise de Sentimento Baseada em Aspetos Portuguese Iscte 2014 2017
Fernando Manuel Dias Rebelo Análise de Sentimento em Microblogues com base em Cascatas de Classificação Portuguese Iscte 2013 2016
Anzhela Zhusupova Characterizing the Personality of Twitter Users Based on their Timeline Information English Iscte 2015 2016
Luís Jorge Gregório Dias Detecting Violent Excerpts in Movies using Audio and Video Features English Iscte 2015 2016
Marco Paulo Fernandes Vicente "Detecting portuguese and english twitter user's gender" English Iscte 2014 2015
Gaspar Manuel Rocha Brogueira Sistema Inteligente de Recolha e Armazenamento de Informação Proveniente do Twitter Portuguese Iscte 2014 2015
Hugo Hermógenes Lopes da Costa Rosa Topic Detection within Public Social Networks English Instituto Superior Técnico, Universidade de Lisboa 2013 2014
Henrique Rodrigues Barbosa de Medeiros Automatic detection of disfluences in a corpus of univeristy lectures English Iscte 2013 2014
M.Sc. Final Projects (1)
Concluded (1)
Student Name Title/Topic Language Institution Initial Year Concluding Year
Pedro Miguel Delgado do Nascimento Automatic Transcription System of Parliamentary Debates in the Context of the Portuguese Parliament English Iscte 2023 2024