A Recommendation System in the Medical Industry using SW-DBSCAN Algorithm
محل انتشار: فصلنامه بین المللی وب پژوهی، دوره: 5، شماره: 1
سال انتشار: 1401
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 237
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شناسه ملی سند علمی:
JR_IJWR-5-1_011
تاریخ نمایه سازی: 13 اسفند 1401
چکیده مقاله:
A recommendation system is a system that, based on a limited amount of information provided by users as well as the feedback given to goods, persons, and locations by other users, provides appropriate suggestions to the user. Today, with the large number of physicians and specialists, it seems necessary to have a system for identifying the right specialist and experienced physician for the patient. We present in this study a system for medical recommendations that analyzes physicians and specialists. It uses collaborative filtering and scores provided by other users to suggest physician recommendations according to the area of expertise of the physician. Research conducted and evaluation of results show that this system can successfully recommend a specialist doctor to the user in ۹۰% of cases.
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نویسندگان
Reza Molaee Fard
Department of Computer Engineering, Dezful branch, Islamic Azad University, Dezful, Iran
Payam Yarahmadi
Department of Computer engineering Taras National University of Kyiv