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...Profile
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
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Eliana Providel3 publications
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Sebastian Valenzuela3 publications
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Andrea Riquelme2 publications
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Valeria Aldana2 publications
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Sebastian Campos2 publications
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Renato Bassi2 publications
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Fabian Padilla2 publications
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Ariel Reyes1 publication
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Carlos Paredes1 publication
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Jan Dimter1 publication
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Marcelo Santos1 publication
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Agustin Rios-Letelier1 publication
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Axel Reyes1 publication
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Felipe Gutierrez1 publication
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Luis A. Gonzalez1 publication
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Kevin Cespedes-Arancibia1 publication
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Camila Vera1 publication
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Claudia Lopez1 publication
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Enrique Nunez-Mussa1 publication
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Naim Bro1 publication
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Leonardo Centellas1 publication
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Francesca Lucchini1 publication
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Enrique Nunez-Mussa1 publication