Evaluating radio frequency identification investments using fuzzy cognitive maps

Alp Ustundag; Mehmet Tanyas

doi:10.1142/9789812774118_0049

Evaluating radio frequency identification investments using fuzzy cognitive maps

Alp Ustundag^*, Mehmet Tanyas

^*Corresponding author for this work

Department of Industrial Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

RFID (Radio Frequency Identification) is an Auto-ID technology which uses radio waves to automatically identify the individual items. Using RFID systems for identifying and tracking objects, it is possible to improve the perfonnance of a supply chain process in tenns of operational efficiency, accuracy and security. RFID systems can be implemented in different levels like item, case or pallet. These various applications create different impacts in supply chain processes. RFID investments are very important strategic decisions so they require a comprehensive evaluation process. The tangible and intangible benefits should be integrated to evaluate them. The fuzzy cognitive mapping (FCM) is a suitable tool to model causal relations in a non-hierarchical manner for an RFID investment evaluation. In this paper, the FCM method is used to measure the impact of RFID investment in a supply chain process.

Original language	English
Title of host publication	Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006
Editors	Pierre D'Hondt, Etienne E. Kerre, Da Ruan, Martine De Cock, Mike Nachtegael, Paolo F. Fantoni
Publisher	World Scientific Publishing Co. Pte Ltd
Pages	335-342
Number of pages	8
ISBN (Electronic)	9812566902, 9789812566904
DOIs	https://doi.org/10.1142/9789812774118_0049
Publication status	Published - 2006
Event	Applied Artificial Intelligence - 7th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference, FLINS 2006 - Genova, Italy Duration: 29 Aug 2006 → 31 Aug 2006

Publication series

Name	Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006

Conference

Conference	Applied Artificial Intelligence - 7th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference, FLINS 2006
Country/Territory	Italy
City	Genova
Period	29/08/06 → 31/08/06

Bibliographical note

Publisher Copyright:
© 2006 by World Scientific Publishing Co. Pte. Ltd.

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10.1142/9789812774118_0049

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Ustundag, A., & Tanyas, M. (2006). Evaluating radio frequency identification investments using fuzzy cognitive maps. In P. D'Hondt, E. E. Kerre, D. Ruan, M. De Cock, M. Nachtegael, & P. F. Fantoni (Eds.), Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006 (pp. 335-342). (Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006). World Scientific Publishing Co. Pte Ltd. https://doi.org/10.1142/9789812774118_0049

Ustundag, Alp ; Tanyas, Mehmet. / Evaluating radio frequency identification investments using fuzzy cognitive maps. Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006. editor / Pierre D'Hondt ; Etienne E. Kerre ; Da Ruan ; Martine De Cock ; Mike Nachtegael ; Paolo F. Fantoni. World Scientific Publishing Co. Pte Ltd, 2006. pp. 335-342 (Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006).

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title = "Evaluating radio frequency identification investments using fuzzy cognitive maps",

abstract = "RFID (Radio Frequency Identification) is an Auto-ID technology which uses radio waves to automatically identify the individual items. Using RFID systems for identifying and tracking objects, it is possible to improve the perfonnance of a supply chain process in tenns of operational efficiency, accuracy and security. RFID systems can be implemented in different levels like item, case or pallet. These various applications create different impacts in supply chain processes. RFID investments are very important strategic decisions so they require a comprehensive evaluation process. The tangible and intangible benefits should be integrated to evaluate them. The fuzzy cognitive mapping (FCM) is a suitable tool to model causal relations in a non-hierarchical manner for an RFID investment evaluation. In this paper, the FCM method is used to measure the impact of RFID investment in a supply chain process.",

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Ustundag, A & Tanyas, M 2006, Evaluating radio frequency identification investments using fuzzy cognitive maps. in P D'Hondt, EE Kerre, D Ruan, M De Cock, M Nachtegael & PF Fantoni (eds), Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006. Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006, World Scientific Publishing Co. Pte Ltd, pp. 335-342, Applied Artificial Intelligence - 7th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference, FLINS 2006, Genova, Italy, 29/08/06. https://doi.org/10.1142/9789812774118_0049

Evaluating radio frequency identification investments using fuzzy cognitive maps. / Ustundag, Alp; Tanyas, Mehmet.
Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006. ed. / Pierre D'Hondt; Etienne E. Kerre; Da Ruan; Martine De Cock; Mike Nachtegael; Paolo F. Fantoni. World Scientific Publishing Co. Pte Ltd, 2006. p. 335-342 (Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - RFID (Radio Frequency Identification) is an Auto-ID technology which uses radio waves to automatically identify the individual items. Using RFID systems for identifying and tracking objects, it is possible to improve the perfonnance of a supply chain process in tenns of operational efficiency, accuracy and security. RFID systems can be implemented in different levels like item, case or pallet. These various applications create different impacts in supply chain processes. RFID investments are very important strategic decisions so they require a comprehensive evaluation process. The tangible and intangible benefits should be integrated to evaluate them. The fuzzy cognitive mapping (FCM) is a suitable tool to model causal relations in a non-hierarchical manner for an RFID investment evaluation. In this paper, the FCM method is used to measure the impact of RFID investment in a supply chain process.

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Ustundag A, Tanyas M. Evaluating radio frequency identification investments using fuzzy cognitive maps. In D'Hondt P, Kerre EE, Ruan D, De Cock M, Nachtegael M, Fantoni PF, editors, Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006. World Scientific Publishing Co. Pte Ltd. 2006. p. 335-342. (Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006). doi: 10.1142/9789812774118_0049

Evaluating radio frequency identification investments using fuzzy cognitive maps

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