top of page

Curriculum vitæ 

Formation

2023

Ph.D.researcher.

University Grenoble Alpes - France
 

I am a student of 2nd year Ph.D. at Grenoble Computer Science Laboratory, UGA - MSTII doctoral school. I specialize in Semantic Web and Geo-informatics. I am a member of the STEAMER team at UGA. Currently, I participate in the Traces Project focused on Observing the Semantic Environmental Trajectories of Territories (SETT).

2022

Master Degree in Computer Science 
University of São Paulo - Brasil
 

I obtained my diploma as a master in sciences. My research project was oriented to the ``Early detection of sexual groomer attacks in online conversations". To achieve this objective, the extraction of behavioral features (.e.g. emotions, sentiments, writing style, etc.) from the conversations was proposed. Then, it was possible to apply indexing structures to accelerate the access and storage of the information and develop a trigger mechanism to recognize when the read information is sufficient to make an alert. Finally, Early Text Classification (ETC) methods were used to perform the classification.

2019

Bachelor Degree in Computer Science 

University San Pablo Catholic - Perú

For my Bachelor's research project, a methodology to generate audiovisual summaries by the combination of emotion-based music composition and graph-based animation was proposed. Natural language processing algorithms for extracting emotions and characters involved in literary work were applied. Then, the extracted information was used to compose a musical piece to accompany the visual narration of the story aiming to convey the extracted emotion. The generated melodies and visualizations can be found here: 

​

Curriculum vitæ 

Publications

  • Milon-Flores, D. F., Bernard, C., Gensel, J., & Giuliani, G. (2023, September). Detection and semantic description of changes in Earth Observation Time Series data. In Workshop MACLEAN 2023 on Machine Learning for Earth Observation.

  • Lippolis, A. S., Klironomos, A., Milon-Flores, D. F., Zheng, H., Jouglar, A., Norouzi, E., & Hogan, A. (2023, November). Enhancing Entity Alignment Between Wikidata and ArtGraph using LLMs. In Semantic Web and Ontology Design for Cultural Heritage 2023: Proceedings of the International Workshop on Semantic Web and Ontology Design for Cultural Heritage co-located with the International Semantic Web Conference 2023 (ISWC 2023).

  • Milon-Flores, D. F. (2022). Semantic Environmental Trajectories of Territorial units at the International Semantic Web Conference 2023 (ISWC 2023).

  • Milon-Flores, D. F., & Cordeiro, R. L. (2022). How to take advantage of behavioral features for the early detection of grooming in online conversations. Knowledge-Based Systems, 240, 108017.

  • Roca, D., Zhao, L., Choquenaira, A., Milón, D., & Romero, R. (2020, August). Echo State Network Performance Analysis Using Non-random Topologies. In IEEE Colombian Conference on Applications in Computational Intelligence (pp. 133-146). Cham: Springer International Publishing.

  • Milon-Flores, D. F., Ochoa-Luna, J., & Gomez-Nieto, E. (2019, October). Generating audiovisual summaries from literary works using emotion analysis. In 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp. 31-38). IEEE.

Curriculum vitæ 

Awards and visibility

2023

Internation Semantic Web Summer School

Third place for best poster presentation at the International Semantic Web Summer School (ISWS).

2022

University of São Paulo

Dissemination of algorithm to monitor online sexual harassment of children in several Brazilian media:

2019

University Catholic San Pablo

Best  Bachelor of Science Thesis Award in Computer Science.

Award obtained in San Pablo Catholic University.

bottom of page