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 | 19 | 2022 |
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 | 16 | 2023 |
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 | 11 | 2020 |
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 | 4 | 2023 |
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 | 3 | 2024 |
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 | 3 | 2018 |
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 | 1 | 2019 |
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 |