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Herb and Medicinal Properties Information Services with AI and NLP |
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| รหัสดีโอไอ | |
| Creator | Paisan Simalaotao |
| Title | Herb and Medicinal Properties Information Services with AI and NLP |
| Contributor | Suvimol Mukviboonchai, Ubonrat Sirisukpoca |
| Publisher | Phetchaburi Rajabhat University |
| Publication Year | 2566 |
| Journal Title | Interdisciplinary Research Review (IRR) |
| Journal Vol. | 18 |
| Journal No. | 6 |
| Page no. | 30-39 |
| Keyword | information service, herb, medicinal property, artificial intelligence, natural language processing, AI |
| URL Website | https://ph02.tci-thaijo.org/index.php/jtir |
| Website title | Interdisciplinary Research Review (IRR) |
| ISSN | 2697-536X |
| Abstract | The objectives of this research are: 1) to gather information on the properties of herb plants from the herb garden of PlakMai Lai Temple, located in Tung Kwang subdistrict, Kamphaeng Saen District, Nakhon Pathom, and 2) to develop and evaluatethe efficiency of an information system for herb and medicinal properties. The system utilized artificial intelligence (AI) basedon natural language processing (NLP) concepts. The research methodology comprises the development of research tools, anexperiment tool, and subsequent analysis and evaluation. The experiment tool is an information system designed accordingto system development life cycle, and hosted on the Apache web server. The user interface was created using HTML5, CSSand Bootstrap, with data management handled by jQuery and AJAX. The responsive web application is linked to a MySQLdatabase through PHP scripts. Data collection tools include a system performance evaluation form and a user satisfaction form,both of which successfully passed an assessment conducted from two panel of five experts.The findings of the research are as follows. Through the survey and data collection of herb and their components propertiesfrom 508 herb plants found in the Plak Mai Lai Temple herb garden spanning within an area of 92 rai, 1 ngan, 97 squarewa (approximately 156,800 square meters), along with the analysis of 373 cases containing sentences describing symptoms,the accuracy of NLP concepts was determined to be 82.35 percent. Regarding the performance evaluation of the informationsystem for herb and medicinal properties utilizing AI based on NLP concepts: 1) the overall performance was rated at thehighest level ( ̄X=4.68,S.D.=0.47), and 2) the overall satisfaction also scored at the highest level ( ̄X=4.70,S.D.=0.50). |
