Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning
Supply chain management (SCM) is a complex system that consists of two parts: a management system for the medication supply chain and a recommendation system. The first part of the system is the management system powered by reinforcement learning. The reinforcement Learning model is trained to r...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Universitas Indonesia
2023-10-01
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| Series: | International Journal of Technology |
| Subjects: | |
| Online Access: | https://ijtech.eng.ui.ac.id/article/view/6626 |
| _version_ | 1797644376081432576 |
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| author | Kesava Rao Alla Gunasekar Thangarasu |
| author_facet | Kesava Rao Alla Gunasekar Thangarasu |
| author_sort | Kesava Rao Alla |
| collection | DOAJ |
| description | Supply chain management (SCM) is a complex system that
consists of two parts: a management system for the medication supply chain and
a recommendation system. The first part of the system is the management system
powered by reinforcement learning. The reinforcement Learning model is trained
to recommend the most suitable medications for a diverse set of customers. The
model will be fed customer ratings and reviews via the proposed framework
client application, where it will learn over time to make the most informed
drug recommendations possible. The proposed system will provide patients with
recommendations for successful drug therapies. |
| first_indexed | 2024-03-11T14:30:37Z |
| format | Article |
| id | doaj.art-e11045a825884adb9882b177592e0014 |
| institution | Directory Open Access Journal |
| issn | 2086-9614 2087-2100 |
| language | English |
| last_indexed | 2024-03-11T14:30:37Z |
| publishDate | 2023-10-01 |
| publisher | Universitas Indonesia |
| record_format | Article |
| series | International Journal of Technology |
| spelling | doaj.art-e11045a825884adb9882b177592e00142023-10-31T10:11:52ZengUniversitas IndonesiaInternational Journal of Technology2086-96142087-21002023-10-011461256126510.14716/ijtech.v14i6.66266626Supply Chain Management of Drug Products in Blockchain Using Reinforcement LearningKesava Rao Alla0Gunasekar Thangarasu1Chancellery, MAHSA University, Saujana Putra, 42610, Jenjarom, Selangor, MalaysiaDepartment of Professional, Industry Driven Education, MAHSA University, Saujana Putra, 42610, Jenjarom, Selangor, MalaysiaSupply chain management (SCM) is a complex system that consists of two parts: a management system for the medication supply chain and a recommendation system. The first part of the system is the management system powered by reinforcement learning. The reinforcement Learning model is trained to recommend the most suitable medications for a diverse set of customers. The model will be fed customer ratings and reviews via the proposed framework client application, where it will learn over time to make the most informed drug recommendations possible. The proposed system will provide patients with recommendations for successful drug therapies.https://ijtech.eng.ui.ac.id/article/view/6626blockchaindrugproductreinforcement learningsupply chain management |
| spellingShingle | Kesava Rao Alla Gunasekar Thangarasu Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning International Journal of Technology blockchain drug product reinforcement learning supply chain management |
| title | Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning |
| title_full | Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning |
| title_fullStr | Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning |
| title_full_unstemmed | Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning |
| title_short | Supply Chain Management of Drug Products in Blockchain Using Reinforcement Learning |
| title_sort | supply chain management of drug products in blockchain using reinforcement learning |
| topic | blockchain drug product reinforcement learning supply chain management |
| url | https://ijtech.eng.ui.ac.id/article/view/6626 |
| work_keys_str_mv | AT kesavaraoalla supplychainmanagementofdrugproductsinblockchainusingreinforcementlearning AT gunasekarthangarasu supplychainmanagementofdrugproductsinblockchainusingreinforcementlearning |