Development and Evaluation of an intelligent Q&A chatbot system for the medical aesthetics domain
| dc.contributor.author | Gamayun, Igor | |
| dc.contributor.author | Ivashchenko, Oksana | |
| dc.contributor.author | Zhou, Gang | |
| dc.date.accessioned | 2026-03-31T10:12:54Z | |
| dc.date.issued | 2024 | |
| dc.description.abstract | In recent years, the medical aesthetics industry has experienced rapid growth, becoming a focal point for individuals concerned with their appearance and self-image. This surge in interest has led to an increased demand for information and services related to medical aesthetics. The traditional consultation methods, including phone consultations, online chats, and face-to-face meetings, present such challenges as limited availability of experienced professionals, extended waiting times, and failing to meet users' expectations for prompt responses. This article presents development an intelligent Q&A chatbot system tailored to the medical aesthetics domain which should meet users' needs for precise and real-time advice. By employing NLP and deep learning technologies, we seek to create a model to understand user questions and deliver precise answers. The developed system consists of several modules such as User Interface, Intelligent Q&A System, Knowledge Base, Data Processing, and Pre-trained Model for Medical aesthetics. | |
| dc.identifier.citation | Gamayun I., Ivashchenko O., Zhou G. Development and Evaluation of an intelligent Q&A chatbot system for the medical aesthetics domain. Scientific Collection "InterConf" with the Proceedings of the International Scientific Discussion: Problems, Tasks and Prospects : proc. of the 9th Intern. Sci. and Practical Conf., December 19-20, 2024 / ed. A. Svoboda. Rome, Italy, 2024. No. 229. P. 540–549. URL: https://archive.interconf.center/index.php/2709-4685/issue/view/19-20.12.2024/239, (accessed 31.03.2026.). | |
| dc.identifier.orcid | https://orcid.org/0000-0003-2099-4658 | |
| dc.identifier.orcid | https://orcid.org 0000-0003-3636-3914 | |
| dc.identifier.uri | https://repository.kpi.kharkov.ua/handle/KhPI-Press/100524 | |
| dc.language.iso | en | |
| dc.publisher | LLC SPC "InterConf" | |
| dc.subject | medical aesthetics | |
| dc.subject | intelligent chatbot | |
| dc.subject | API | |
| dc.subject | natural language processing | |
| dc.subject | BERT | |
| dc.title | Development and Evaluation of an intelligent Q&A chatbot system for the medical aesthetics domain | |
| dc.type | Article |
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