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More accurate cost estimation for internet of things projects by adaptation of use case points methodology

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dc.title More accurate cost estimation for internet of things projects by adaptation of use case points methodology en
dc.contributor.author Šilhavý, Radek
dc.contributor.author Bureš, Miroslav
dc.contributor.author Alipio, Melchizedek
dc.contributor.author Šilhavý, Petr
dc.relation.ispartof IEEE Internet of Things Journal
dc.identifier.issn 2327-4662 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2023
utb.relation.volume 10
utb.relation.issue 21
dc.citation.spage 19312
dc.citation.epage 19327
dc.type article
dc.language.iso en
dc.publisher Institute of Electrical and Electronics Engineers Inc.
dc.identifier.doi 10.1109/JIOT.2023.3281614
dc.relation.uri https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10139806
dc.relation.uri https://ieeexplore.ieee.org/document/10139806
dc.subject unified modeling language en
dc.subject adaptation models en
dc.subject estimation en
dc.subject costs en
dc.subject Internet of Things en
dc.subject standards en
dc.subject software engineering en
dc.subject development effort (DE) estimation en
dc.subject size estimation methods en
dc.subject use case model en
dc.subject use case points (UCPs) en
dc.description.abstract This article adapts the use case points (UCPs) method to estimate the size and development effort (DE) required for the Internet of Things systems. Despite the extensive use of UCP in software engineering, it has yet to be adapted for IoT systems, which is essential for project management and resource planning. Our proposed adaptation, UCP for IoT, is based on a four-layer IoT architecture and tailors the standard software UCP to the specifications of IoT systems. It was validated using a case study of three IoT systems, demonstrating its applicability and effectiveness in estimating the DE required for IoT projects. However, the results also highlight the need for further improvements, particularly given the absence of historical data sets for IoT projects. Our future work will focus on gathering such data sets and further refining the proposed model. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1011591
utb.identifier.obdid 43885017
utb.identifier.scopus 2-s2.0-85161048992
utb.identifier.wok 001098109800079
utb.source j-scopus
dc.date.accessioned 2023-09-05T23:17:37Z
dc.date.available 2023-09-05T23:17:37Z
dc.description.sponsorship Faculty of Applied Informatics, Tomas Bata University in Zlin [RVO/FAI/2021/002]; Department of Science and Technology-Science Education Institute (DOST-SEI) of the Republic of the Philippines through the Engineering Research and Advance Technology (ERDT) Postdoctoral Grant; Office of the Provost of the De La Salle University Manila, Philippines
dc.rights Attribution-NonCommercial 4.0 International
dc.rights.uri http://creativecommons.org/licenses/by/4.0/
dc.rights.access openAccess
utb.contributor.internalauthor Šilhavý, Radek
utb.contributor.internalauthor Šilhavý, Petr
utb.fulltext.sponsorship Radek Silhavy and Petr Silhavy are with the Faculty of Applied Informatics, Tomas Bata University in Zlín, 760 05 Zlín, Czech Republic (e-mail: rsilhavy@utb.cz), Radek Silhavy and Petr Silhavy were supported by the Faculty of Applied Informatics, Tomas Bata University in Zlín (RVO/FAI/2021/002). Miroslav Bures and Melchizedek Alipio are with the System Testing Intelligent Laboratory, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, 166 36 Prague, Czech Republic, Melchizedek Alipio is also with the Department of Electronics and Computer Engineering of the De La Salle University Manila, Philippines (email: melchizedek.alipio@dlsu.edu.ph) Melchizedek Alipio was supported by the Department of Science and Technology - Science Education Institute (DOST-SEI) of the Republic of the Philippines through the Engineering Research and Advance Technology (ERDT) Postdoctoral Grant and the Office of the Provost of the De La Salle University Manila, Philippines. Manuscript received Month TBD, 2022; revised Month TBD, 2022.
utb.wos.affiliation [Silhavy, Radek; Silhavy, Petr] Tomas Bata Univ Zlin, Fac Appl Informat, Zlin 76005, Czech Republic; [Bures, Miroslav; Alipio, Melchizedek] Czech Tech Univ, Fac Elect Engn, Dept Comp Sci, Syst Testing Intelligent Lab, Prague 16636, Czech Republic; [Alipio, Melchizedek] Salle Univ Manila, Dept Elect & Comp Engn, Manila, Philippines
utb.scopus.affiliation Faculty of Applied Informatics, Tomas Bata University in Zlin, Czech Republic; Department of Computer Science Faculty of Electrical Engineering, System Testing IntelLigent Lab (STILL), Czech Technical University in Prague, Czech Republic
utb.fulltext.projects RVO/FAI/2021/002
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Attribution-NonCommercial 4.0 International Kromě případů, kde je uvedeno jinak, licence tohoto záznamu je Attribution-NonCommercial 4.0 International