Developing a digital management system for museum collections using RFID and enhanced GIS technology.

PeerJ Comput Sci

Department of Space and Lifestyle Design, Graduate School of Techno Design, Kookmin University, Seoul, Republic of South Korea.

Published: November 2024

AI Article Synopsis

  • The integration of RFID technology with deep learning has transformed IoT, particularly benefiting museums in managing their collections more effectively.
  • Traditional tracking methods are insufficient for providing real-time updates and maintaining optimal conditions, putting pressure on museum staff responsible for extensive collections.
  • This study introduces an advanced electronic management system that combines RFID and GIS, using an enhanced LANDMARC algorithm to improve the accuracy of collection tracking and environmental monitoring, while also optimizing staff management and inspection processes.

Article Abstract

In recent years, the integration of Radio Frequency Identification (RFID) technology with deep learning has revolutionized the Internet of Things (IoT), leading to significant advancements in object identification, management, and control. Museums, which rely heavily on the meticulous management of collections, require precise and efficient systems to monitor and oversee their valuable assets. Traditional methods for tracking and managing museum collections often fall short in providing real-time updates and ensuring optimal environmental conditions for preservation. These shortcomings place a considerable burden on museum staff, who must manually track, inspect, and maintain extensive collections. This study addresses these challenges by proposing an advanced electronic management system that leverages the synergy between RFID technology and Geographical Information Systems (GIS). By integrating an enhanced LANDMARC algorithm into our geoinformation framework, the system visually represents the real-time location of museum collections on custom electronic maps, significantly improving the accuracy and timeliness of environmental monitoring. Additionally, RFID technology is utilized to continuously identify the real-time location of museum staff, facilitating the evaluation of their inspection tasks. This dual approach not only enhances the operational efficiency of collection management but also supports the development of intelligent, automated systems for museums, advancing the application of RFID technology in item identification and location management.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11623135PMC
http://dx.doi.org/10.7717/peerj-cs.2462DOI Listing

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