Evaluation of Industrial Iot Service Providers With Topsis Based on Circular Intuitionistic Fuzzy Sets

dc.authorscopusid 57212208056
dc.authorwosid Çaloğlu Büyükselçuk, Elif/AAE-6294-2019
dc.contributor.author Çaloğlu Büyükselçuk, Elif
dc.contributor.other Endüstri Mühendisliği Bölümü
dc.date.accessioned 2025-01-11T13:03:13Z
dc.date.available 2025-01-11T13:03:13Z
dc.date.issued 2024
dc.department Fenerbahçe University en_US
dc.department-temp [Buyukselcuk, Elif Caloglu] Fenerbahce Univ, Ind Engn Dept, TR-34758 Istanbul, Turkiye en_US
dc.description.abstract Industrial Internet of Things (IIoT) service providers have become increasingly important in the manufacturing industry due to their ability to gather and process vast amounts of data from connected devices, enabling manufacturers to improve operational efficiency, reduce costs, and enhance product quality. These platforms provide manufacturers with real-time visibility into their production processes and supply chains, allowing them to optimize operations and make informed decisions. In addition, IIoT service providers can help manufacturers create new revenue streams through the development of innovative products and services and enable them to leverage the benefits of emerging technologies such as Artificial Intelligence (AI) and machine learning. Overall, the implementation of IIoT platforms in the manufacturing industry is crucial for companies seeking to remain competitive and meet the ever-increasing demands of customers in the digital age. In this study, the evaluation criteria to be considered in the selection of IIoT service provider in small and medium-sized (SME) manufacturing enterprises will be determined and IIoT service providers alternatives will be evaluated using the technique for order preference by similarity to an ideal solution (TOPSIS) method based on circular intuitionistic fuzzy sets. Based on the assessments conducted in accordance with the literature review and expert consultations, a set of 8 selection criteria has been established. These criteria encompass industry expertise, customer support, flexibility and scalability, security, cost-effectiveness, reliability, data analytics, as well as compatibility and usability. Upon evaluating these criteria, it was observed that the security criterion holds the highest significance, succeeded by cost-effectiveness, data analytics, flexibility and scalability, reliability, and customer support criteria, in descending order of importance. Following the evaluation of seven distinct alternatives against these criteria, it was deduced that the A6 alternative, a German service provider, emerged as the most favorable option. The identical issue was addressed utilizing sensitivity analysis alongside various multi-criteria decision-making (MCDM) methods, and after comprehensive evaluation, the outcomes were assessed. Spearman's correlation coefficient was computed to ascertain the association between the rankings derived from solving the problem using diverse MCDM methods. en_US
dc.description.sponsorship Acknowledgement: The author would like to thank the editors and reviewers for their valuable work, as well as my husband Burak and my son Doruk for their valuable support during the research process. en_US
dc.description.woscitationindex Science Citation Index Expanded
dc.identifier.citation 0
dc.identifier.doi 10.32604/cmc.2024.052509
dc.identifier.endpage 746 en_US
dc.identifier.issn 1546-2218
dc.identifier.issn 1546-2226
dc.identifier.issue 1 en_US
dc.identifier.scopus 2-s2.0-85200485299
dc.identifier.scopusquality Q2
dc.identifier.startpage 715 en_US
dc.identifier.uri https://doi.org/10.32604/cmc.2024.052509
dc.identifier.uri https://hdl.handle.net/20.500.14627/236
dc.identifier.volume 80 en_US
dc.identifier.wos WOS:001290256900033
dc.identifier.wosquality Q3
dc.institutionauthor Buyukselcuk, Elif Caloglu
dc.language.iso en en_US
dc.publisher Tech Science Press en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.scopus.citedbyCount 1
dc.subject Iiot en_US
dc.subject Manufacturing en_US
dc.subject Topsis en_US
dc.subject Circular Intuitionistic en_US
dc.subject Fuzzy Sets en_US
dc.title Evaluation of Industrial Iot Service Providers With Topsis Based on Circular Intuitionistic Fuzzy Sets en_US
dc.type Article en_US
dc.wos.citedbyCount 1
dspace.entity.type Publication
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