An Integration of Big Data and Blockchain for Strategic Analysis of Schools in Thailand

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dc.contributor.authorPattanaphong Pothipasa
dc.contributor.authorPannee Suanpang
dc.contributor.correspondenceP. Suanpang; Suan Dusit University, Bangkok, 10300, Thailand; email: pannee_sua@dusit.ac.th
dc.date.accessioned2025-03-10T07:34:44Z
dc.date.available2025-03-10T07:34:44Z
dc.date.issued2023
dc.description.abstractIn the era of digital transformation, the information used for strategic management in schools needs to be utilized for maximum benefit, efficiency, and effectiveness. Further, it requires storage in a secure, transparent, and verifiable manner worldwide. Recognizing the importance of this research contribution, the researchers designed a strategic data storage and analysis system to be used in larger secondary schools by integrating big data, artificial intelligence, and blockchain technologies. The integrated system provides a platform to collect and analyze annual operational plans for schools by facilitating compatibility with text analytics and machine learning technologies of large, high-security schools in Thailand. The results showed that the plans and projects for each department in the school were encrypted at the time of login, and the system generated a starting block. Through each step of the corresponding analysis process, new blocks are created continuously, meaning each plan and project will generate a chain of blocks encrypted with the hash function until the plan and project are approved. Furthermore, the system has a high level of security and user satisfaction (X-= 4.00, SD. 0.76)). Thus, the system could be implemented and adopted in schools to support educational management in the 21st century. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
dc.identifier.citationCommunications in Computer and Information Science
dc.identifier.doi10.1007/978-3-031-42430-4_22
dc.identifier.isbn978-303142429-8
dc.identifier.issn18650929
dc.identifier.scopus2-s2.0-85174513411
dc.identifier.urihttps://repository.dusit.ac.th//handle/123456789/4542
dc.languageEnglish
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.rights.holderScopus
dc.subjectArtificial intelligence
dc.subjectBig data
dc.subjectBlockchain
dc.subjectStrategic analysis
dc.subjectText Analytics
dc.titleAn Integration of Big Data and Blockchain for Strategic Analysis of Schools in Thailand
dc.typeConference paper
mods.location.urlhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85174513411&doi=10.1007%2f978-3-031-42430-4_22&partnerID=40&md5=700fa61cf7e9ce599b0d59f724e86904
oaire.citation.endPage278
oaire.citation.startPage267
oaire.citation.volume1863 CCIS
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