Research
Interests
My research interest is the result of an overlap between natural language processing, data science, and machine learning applied to text mining to extract semantic features.
- Natural Language Processing
- Semantic feature extraction
- Natural Language Understanding
- Language Modeling
- Paraphrase Generation/Detection
- Attention mechanisms
- Text Summarization
- Meeting Summarization
- Word embeddings (Contextual and Static)
- Fake News detection
- Scientometrics
- Bibliometrics
- Recommender Systems
- Machine Learning
Service
- ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Santa Fe, New Mexico, USA, 2023.
- 2nd Workshop of Generation, Evaluation & Metrics (Reviewer), GEM, at EMNLP, Abu Dahbi, United Arab Emirates, 2022.
- 3rd Workshop on Scholarly Document Processing (Reviewer), SDP, at COLING, Gyeongju, Republic of Korea, 2022.
- ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Cologne, Germany, 2022.
- ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Urbana-Champaign, USA, 2021.
- 16th International Symposium for Information Science, ISI, Doctoral Consortium Reviewer, University Regensburg, 2021.
- 2nd Workshop on Scholarly Document Processing (Reviewer), SDP, at NAACL, 2021.
- 11th International Workshop on Bibliometric-enhanced Information Retrieval (Reviewer), BIR, at ECIR, Lucca, 2021.
- Expert Systems With Applications: An International Journal (Reviewer), ESWA, Elsevier, 2020.
- ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Xi’an, Shaanxi, China, 2020.
- International Journal on Digital Libraries (Reviewer), IJDL, Springer, 2020.
- 3rd Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing (Reviewer), MMPrag, ACM, Shenzhen, China, 2020.
- ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Urbana-Champaign, USA, 2019.
- 2nd Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing (Reviewer), MMPrag, ACM, San Jose, USA, 2019.
- International Journal on Digital Libraries (Reviewer), IJDL, Springer, 2019.
- Journal of the Association for Information Science and Technology (Reviewer), JASIST, WILEY, 2019.
- 12th International Conference on Semantic Computing (Sub Reviewer), ICSC, IEEE, 2018.
- 1st Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing, MMPrag, ACM, 2018.
- 9th International Conference on Management of Digital EcoSystems (Student Track Reviewer), MEDES, ACM, 2017.
- 12th International Conference on Digital Information Management, ICDIM, IEEE, 2017.
- 11th International Conference on Semantic Computing, ICSC, IEEE, 2017.
- 11th International Conference on Digital Information Management, ICDIM, IEEE, 2016.
- International Conference on Communication Systems and Network Technologies, CSNT, IEEE, 2012.
- First International Conference on Integrated Intelligent Computing, CIIC, IEEE, 2010.
Registered Programs (Copyright)
- ReadWriteBuffer; National Institute of Industrial Property - Patent: Computer Software. Registry number: BR512014000077-0; Brazil; 2014.
- FixDate; National Institute of Industrial Property - Patent: Computer Software. Registry number: BR512014000078-8; Brazil 2014.
Talks
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Detecting Machine Obfuscated Plagiarism. In: iConference 2020 Sustainable Digital Communities (virtual), Boras, Sweden, 2020.
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Plenary Panel Speaker - Research and Experience. CECS Open Lab Day. University of Michigan - Dearborn, MI, USA, 2018.
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Semantic Feature Structure Extraction From Documents Based on Extended Lexical Chains. In: Ninth Global WordNet Conference (GWC 2018). Singapore, 2018.
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Keyword Extraction Through Contextual Semantic Analysis of Documents. In: The 9th International Conference on ManagEment of Digital EcoSystems (MEDES 2017). Bangkok, Thailand, 2017.
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Semantic-Based Document Retrieval Through Extended Lexical Chains. U.S. Army Engineer Research and Development Center - Information Technology Laboratory (ERDC – ITL). Jackson, MS, USA, 2017.
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Using Fixed Lexical Chains and Wordnet in Semantic Extraction for Documents. Guest Lecture, Bishop Heber College. Tiruchirappalli, Tamil Nadu, India, 2017.
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Flexible Lexical Chains to Fixed Lexical Chains using Wordnet. Guest Lecture, Veltech Dr.RR & Dr.SR University. Chennai, Tamil Nadu, India, 2017.
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Science, Technology and Innovation Exploration in Biophotonics Through a Scientometric Approach. ICSTM 2017, Veltech Dr.RR & Dr.SR University. Chennai, Tamil Nadu, India, 2017.
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Exploring Lexical Chains in Semantic Document Retrieval. Seminars in Computer Science, Federal University of ABC (UFABC). Santo Andre, SP, Brazil, 2017.
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Semantic-Based Document Retrieval Through Fixed Lexical Chains. 1st Software Engineering Research Lab Workshop, University of Michigan - Dearborn. Dearborn, MI, USA, 2017.
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Text Similarity Using Multilevel Fixed Lexical Chains. BRASCON, University of Southern California. Los Angeles, CA, USA, 2017.
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Concepts of Scientometrics. Research Seminars for the Master Program in Information Engineering, Federal University of ABC (UFABC). Santo Andre, SP, Brazil, 2014.
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Simulating the Diffusion of Innovation Process: A Multi-Agent Approach. The International Workshop on Applied Modeling and Simulation (WAMS 2013). Buenos Aires, Argentina, 2013.
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The Strategic Role of Visualizing Networks of Scientific Research for Innovation}. IBM Research Brazil Colloquium. Sao Paulo, Brazil, 2013.
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An Agent-Based Model for the Spread of the Dengue Fever: A Swarm Platform Simulation Approach}, Spring Simulation Multi-Conference/Agent-Directed Simulation. Orlando, FL, USA, 2010.
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Modeling and Simulation of the Spread of Dengue: A Multi-Agent Approach, 17th International Symposium of Scientific Initiation of University of Sao Paulo. Sao Carlos, Brazil, 2009.
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Multi-Agent Simulation on Fire Propagation : An Approach via RoboCup Rescue Simulation Environment, II Undergraduate Scientific Research Symposium. Santo Andre, SP, Brazil, 2009.