- 年份:2021 年
- 編號:235
- Topic分類:1
- Topic分數:0.2155879944
- Publish:Microprocessors and Microsystems
- 作者:Orhan Yaman, Turker Tuncer, Fatih Ertam
Keywords:Smart libraries, RFID based book location classification, MSPCA, ImRMR, Bagged Tree
Abstract:Automated book location and classification method using RFID tags for smart libraries PurposeThere are hundreds of thousands of books in librariescausing problems in searching and counting booksTo overcome these problemsthis research presents a received signal strength indicatorRSSIdataset and a new automated book location clas Collection ClassificationLibrary AutomationRetrieval and IndexingThe system automates the process of locating and classifying books in the libraryThis system uses RFID technology to automatically detect the location of booksIt uses two machine learning algorithmsDecision TreeDTand Ensemble Bagging TreesBTto classify books based on their location in the libraryegshelvescabinets
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