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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | An Approach to Sentimental Analysis of Drug Reviews Using AI |
| Authors Name: | Dr Harish B G , Mr Chetan Kumar G S , Shreyanka M N , Likhitha M |
| Unique Id: | IJSDR2309054 |
| Published In: | Volume 8 Issue 9, September-2023 |
| Abstract: | In past years, large amount of data in various forms is available for use in medical domain to analyse various health conditions. The reviews in the medical industry are based on price, side- effects, user experience and proper dosage. The drug reviews are much more complicated as they contain medical terminologies like chemical used in drugs, medical health conditions etc. To overcome these issues this paper proposes a recommendation system based on a hybrid RNN stacked with bi-directional LSTM model and a gradient boosting framework, LightGBM classifier, which takes health condition as the input and recommends the best drugs based on the analysis of the reviews with 83% accuracy. |
| Keywords: | Sentimental Analysis, Machine Learning, LightGBM, RNN, LSTM |
| Cite Article: | "An Approach to Sentimental Analysis of Drug Reviews Using AI", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 9, page no.324 - 331, September-2023, Available :http://www.ijsdr.org/papers/IJSDR2309054.pdf |
| Downloads: | 000346982 |
| Publication Details: | Published Paper ID: IJSDR2309054 Registration ID:208521 Published In: Volume 8 Issue 9, September-2023 DOI (Digital Object Identifier): Page No: 324 - 331 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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