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Location Recognition in RFID Bookshelves
http://hdl.handle.net/10228/00006113
http://hdl.handle.net/10228/000061139c4c9569-42b2-4c10-a983-2a5bc869b4ae
名前 / ファイル | ライセンス | アクション |
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IEICE94.D_1147.pdf (536.0 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2017-04-06 | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
資源タイプ | journal article | |||||||||||
タイトル | ||||||||||||
タイトル | Location Recognition in RFID Bookshelves | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
井上, 創造
× 井上, 創造
WEKO
27425
× Nohara, Yasunobu× Takemori, Masaki× Sakuragawa, Kozo |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | We consider RFID bookshelves, which detect the location of books using RFID. An RFID bookshelf has the antennas of RFID readers in the boards, and detects the location of an RFID tag attached to a book. However, the accuracy is not good with the experience of the existing system, and sometimes reads the tag of the next or even further area. In this paper, we propose a method to improve the location detection using naive Bayes classifer, and show the experimental result. We obtained 78.6% of F-measure for total 12658 instances, and show the advantage against the straightforward approach of calculating the center of gravity of the read readers. More importantly, we show the performance is less dependent of a change of layouts and a difference of books by leave-1-layout/book-out cross validation. This is favorable for the feasibility in library operation. | |||||||||||
書誌情報 |
IEICE Transactions on Information and Systems 巻 94, 号 6, p. 1147-1152, 発行日 2011-06-01 |
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出版社 | ||||||||||||
出版者 | 一般社団法人電子情報通信学会 | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.1587/transinf.E94.D.1147 | |||||||||||
NCID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA10826272 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 0916-8532 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 1745-1361 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) 2011 The Institute of Electronics, Information and Communication Engineers | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | RFID | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | RFID bookshelf | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | library | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | location recognition | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
査読の有無 | ||||||||||||
値 | yes | |||||||||||
研究者情報 | ||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/140_ja.html | ||||||||||||
論文ID(連携) | ||||||||||||
10218406 | ||||||||||||
連携ID | ||||||||||||
4309 |