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Alcides Lopes
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Predicting the top-level ontological concepts of domain entities using word embeddings, informal definitions, and deep learning
AGL Junior, JL Carbonera, D Schimidt, M Abel
Expert Systems with Applications 203, 117291, 2022
192022
Using terms and informal definitions to classify domain entities into top-level ontology concepts: An approach based on language models
A Lopes, J Carbonera, D Schmidt, L Garcia, F Rodrigues, M Abel
Knowledge-Based Systems 265, 110385, 2023
162023
What Geologists Talk About: Towards a Frequency-Based Ontological Analysis of Petroleum Domain Terms.
LF Garcia, FH Rodrigues, AGL Júnior, RSA Kuchle, M Perrin, M Abel
ONTOBRAS, 190-203, 2020
112020
On the Use of ChatGPT for Classifying Domain Terms According to Upper Ontologies
FH Rodrigues, AG Lopes, NO dos Santos, LF Garcia, JL Carbonera, ...
International Conference on Conceptual Modeling, 249-258, 2023
42023
How to classify domain entities into top-level ontology concepts using large language models
A Lopes, J Carbonera, F Rodrigues, L Garcia, M Abel
Applied Ontology, 1-29, 2024
32024
A case-based reasoning and clustering framework for the development of intelligent agents in simulation systems
MRB Lucca, AGL Junior, EP Freitas, LAL Silva
The Thirty-First International Flairs Conference, 2018
32018
An Efficient Approach for Semantic Relatedness Evaluation Based on Semantic Neighborhood
A Lopes, R Alvarenga, J Carbonera, M Abel
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
12019
Cross-Domain Classification of Domain Entities into Top-Level Ontology Concepts Using BERT: A Study Case on the BFO Domain Ontologies
A Lopes, J Carbonera, N Santos, F Rodrigues, L Garcia, M Abel
1
How to classify domain entities into top-level ontology concepts using large language models: A study across multiple labels, resources, and languages
A Lopes, J Carbonera, F Rodrigues, L Garcia, M Abel
2024
Unveiling influential factors in classifying domain entities into top-level ontology concepts: an analysis using GO and ChEBI ontologies
A Lopes, JL Carbonera, F Rodrigues, LF Garcia, M Abel
2024
Disjointness axioms between top-level ontology concepts as a heuristic for word similarity evaluation
A Lopes, J Carbonera, M Abel
2023 IEEE 35th International Conference on Tools with Artificial …, 2023
2023
Learning Domain Ontologies Based On Top-Level Ontology Concepts Using Language Models And Informal Definitions
A Lopes, J Carbonera, M Abel
2022
Semantic Similarity and Relatedness Evaluation Based on Ontological Meta-Properties.
A Lopes
JOWO, 2021
2021
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