Ontology Creation Model based on Attention Mechanism for a Specific Business Domain
Maryam Heidari, Samira Zad, Brett Berlin, Setareh Rafatirad · 2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) · 2021
Ontology can describe real-world objects and relationships. It can be used for searching, web mining, and semantic analysis. However, creating the ontology for a different domain is a labor-intensive and computationally expensive task. This work introduces a new model to automate ontology creation for the real estate domain based on a natural language processing approach. The new model can save significant time and human labor in ontology creation in several domains. Also, the new model can enhance retrieval information systems in advanced semantic web search engines.