Abstract
Pharmacy has a lot of transaction data on the distribution of pharmaceutical supplies, 
 especially drug management. There are several obstacles that occur in the drug supply 
 management system at this pharmacy, one of which is the accumulation of drug stock, 
 where pharmacists find it difficult to determine what drugs should be in stock or not in stock. 
 In order to avoid the accumulation of drugs that exceed the user limit (expired) which will 
 result in losses for pharmacies. For this reason, the authors want to deal with these 
 problems through the Design of a web-based Drug Inventory Prediction Information System 
 using the Itertive Dichotomiser Algorithm method which will predict the stock of drugs that 
 are expected to manage drugs at pharmacies to be wiser in choosing products to sell. In 
 designing information systems Supporting software is also used, namely PHP and MYSQL 
 databases. The final result of this research is, with this information system, it can help 
 pharmacists in supporting drug management so that they can be more selective in choosing 
 the items to be purchased for sale so as to minimize losses that will occur in pharmacies. 
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