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題名 A novel means to address RFID tag/item separation in supply chains
作者 杜雨儒
Yu-JuTu
Wei Zhou
Selwyn Piramuthu
貢獻者 資管系
關鍵詞 RFID ; Tag separation ; Knowledge-based system ; CryptographyMutual authentication
日期 2018-11
上傳時間 20-六月-2020 14:09:41 (UTC+8)
摘要 The introduction of radio-frequency identification (RFID) tags in supply chains engenders the need for incorporating and utilizing the additional generated data. It is generally assumed that these data, once generated, are complete and rife with necessary information for making decisions. The reality is, however, that these data are not error free. Common errors observed in these data include false positives and false negatives. Given that these data are among the set of primary inputs for decision-making purposes, the read-rate accuracy is of paramount importance for effectively managing supply chains incorporating such data. Although there are means by which the RFID tag read rate could be improved to a certain extent, the errors in read rate cannot be completely eliminated, and decision makers are left to deal with such data while managing the supply chain. We present and illustrate few algorithms that can be used to reduce false read rates. We consider models for filtering data that are already being gathered in RFID systems and utilize it to improve read-rate accuracy. We implement the proposed models and illustrate their performance.
關聯 Decision Support Systems, Vol.115, pp.13-23
資料類型 article
DOI https://doi.org/10.1016/j.dss.2018.09.003
dc.contributor 資管系
dc.creator (作者) 杜雨儒
dc.creator (作者) Yu-JuTu
dc.creator (作者) Wei Zhou
dc.creator (作者) Selwyn Piramuthu
dc.date (日期) 2018-11
dc.date.accessioned 20-六月-2020 14:09:41 (UTC+8)-
dc.date.available 20-六月-2020 14:09:41 (UTC+8)-
dc.date.issued (上傳時間) 20-六月-2020 14:09:41 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/130100-
dc.description.abstract (摘要) The introduction of radio-frequency identification (RFID) tags in supply chains engenders the need for incorporating and utilizing the additional generated data. It is generally assumed that these data, once generated, are complete and rife with necessary information for making decisions. The reality is, however, that these data are not error free. Common errors observed in these data include false positives and false negatives. Given that these data are among the set of primary inputs for decision-making purposes, the read-rate accuracy is of paramount importance for effectively managing supply chains incorporating such data. Although there are means by which the RFID tag read rate could be improved to a certain extent, the errors in read rate cannot be completely eliminated, and decision makers are left to deal with such data while managing the supply chain. We present and illustrate few algorithms that can be used to reduce false read rates. We consider models for filtering data that are already being gathered in RFID systems and utilize it to improve read-rate accuracy. We implement the proposed models and illustrate their performance.
dc.format.extent 706420 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Decision Support Systems, Vol.115, pp.13-23
dc.subject (關鍵詞) RFID ; Tag separation ; Knowledge-based system ; CryptographyMutual authentication
dc.title (題名) A novel means to address RFID tag/item separation in supply chains
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1016/j.dss.2018.09.003
dc.doi.uri (DOI) https://doi.org/10.1016/j.dss.2018.09.003