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Marcelo Gabriel Mendoza

email marcelo.mendoza@uc.cl

Keywords from publications:
Software Engineering Education Capstone Courses Disinformation Fact-checking Information Spread Online Social Networks Ver más...

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I am an Electronics Engineer and Master in Informatics of the Universidad Técnica Federico Santa Maria, Chile. I received a Ph.D. in Computer Science from the Universidad de Chile. I did a Post Doc in Yahoo Research. I am Associate Professor at the Department of Computer Science, Pontificia Universidad Católica de Chile.

I am associate researcher at the Millennium Institute for Research on Data Foundations, and principal investigator of the National Center of Artificial Intelligence CENIA. My work focuses on developing artificial intelligence methods to measure and anticipate events and processes in which humans participate. Among these events, I highlight the spread of information, the territorial disposition of humans in cities, the formation of communities, and the virtuous and destructive interactions between people. In addition, I am interested in disinformation diffusion processes, virtuous and destructive.

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Keywords from publications

Title Year Doi
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media 2020 https://doi.org/10.1016/j.ipm.2020.102366
Claim Behavior over Time in Twitter 2019 https://doi.org/10.1007/978-3-030-21902-4_33
An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks 2019 https://doi.org/10.1007/978-3-030-21902-4_21
Boosting SpLSA for Text Classification 2017 https://doi.org/10.1007/978-3-319-52277-7_18
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations 2021 https://doi.org/10.18653/v1/2021.emnlp-main.240
Evaluation Benchmarks for Spanish Sentence Representations 2022
A Study on Information Disorders on Social Networks during the Chilean Social Outbreak and COVID-19 Pandemic 2023 https://doi.org/10.3390/app13095347
Exploring the Impact of Generative AI for StandUp Report Recommendations in Software Capstone Project Development 2024 https://doi.org/10.1145/3626252.3630854
The Threat of Misinformation on Journalism's Epistemology: Exploring the Gap between Journalist's and Audience's Expectations when Facing Fake Content 2024 https://doi.org/10.1080/21670811.2024.2320249
CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis 2022 https://doi.org/10.1145/3511808.3557560
Learning to cluster urban areas: two competitive approaches and an empirical validation 2022 https://doi.org/10.1140/epjds/s13688-022-00374-2
Inspecting the concept knowledge graph encoded by modern language models 2021
Detection and impact estimation of social bots in the Chilean Twitter network 2024 https://doi.org/10.1038/s41598-024-57227-3
Toward an AI Knowledge Assistant for Context-Aware Learning Experiences in Software Capstone Project Development 2024 https://doi.org/10.1109/TLT.2024.3396735
SpatialCluster: A Python library for urban clustering 2024 https://doi.org/10.1016/j.softx.2024.101739
Bimodal Style Transference from Musical Composition to Image Using Deep Generative Models 2023 https://doi.org/10.1007/978-3-031-34732-0_17
Bimodal Neural Style Transfer for Image Generation Based on Text Prompts 2023 https://doi.org/10.1007/978-3-031-34732-0_29
Enhancing commit message quality in software capstone projects with generative AI 2024 https://doi.org/10.1016/j.softx.2024.101947

School Co-Authors

* Authors who are no longer vigent are not clickable.

External Co-Authors

  • Eliana Providel
    3 publications
  • Sebastian Valenzuela
    3 publications
  • Renato Bassi
    2 publications
  • Fabian Padilla
    2 publications
  • Andrea Riquelme
    2 publications
  • Valeria Aldana
    2 publications
  • Sebastian Campos
    2 publications
  • Kevin Cespedes-Arancibia
    1 publication
  • Camila Vera
    1 publication
  • Claudia Lopez
    1 publication
  • Enrique Nunez-Mussa
    1 publication
  • Naim Bro
    1 publication
  • Leonardo Centellas
    1 publication
  • Francesca Lucchini
    1 publication
  • Enrique Nunez-Mussa
    1 publication
  • Ariel Reyes
    1 publication
  • Carlos Paredes
    1 publication
  • Jan Dimter
    1 publication
  • Marcelo Santos
    1 publication
  • Agustin Rios-Letelier
    1 publication
  • Axel Reyes
    1 publication
  • Felipe Gutierrez
    1 publication
  • Luis A. Gonzalez
    1 publication
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