Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches
ContextThe Internet of Things (IoT) is playing an important role in the development of cars, smart homes and schools. Schools are using IoT technology to enhance student learning, digitize traditional learning and improve academic performance. IoT is rapidly replacing the traditional school system w...
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2024
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| Online Access: | http://dx.doi.org/10.1016/j.chb.2024.108346 https://www.sciencedirect.com/science/article/pii/S0747563224002140 http://hdl.handle.net/10576/61657 |
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| _version_ | 1857415086659862528 |
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| author | Habib Ullah, Khan |
| author2 | Abbas, Muhammad Alruwaili, Omar Nazir, Shah Siddiqi, Muhammad Hameed Alanazi, Saad |
| author2_role | author author author author author |
| author_facet | Habib Ullah, Khan Abbas, Muhammad Alruwaili, Omar Nazir, Shah Siddiqi, Muhammad Hameed Alanazi, Saad |
| author_role | author |
| dc.creator.none.fl_str_mv | Habib Ullah, Khan Abbas, Muhammad Alruwaili, Omar Nazir, Shah Siddiqi, Muhammad Hameed Alanazi, Saad |
| dc.date.none.fl_str_mv | 2024-12-04T10:57:58Z 2024-06-21 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://dx.doi.org/10.1016/j.chb.2024.108346 07475632 https://www.sciencedirect.com/science/article/pii/S0747563224002140 http://hdl.handle.net/10576/61657 159 |
| dc.language.none.fl_str_mv | en |
| dc.rights.none.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Internet of things Intelligent Secure School systems Selection MCDM Entropy |
| dc.title.none.fl_str_mv | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| dc.type.none.fl_str_mv | Article info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | ContextThe Internet of Things (IoT) is playing an important role in the development of cars, smart homes and schools. Schools are using IoT technology to enhance student learning, digitize traditional learning and improve academic performance. IoT is rapidly replacing the traditional school system with a modern, smart and safe school system. Several modern education systems are presented in the literature. Problem statementThe difficulty of choosing a smart and safe school system while evaluating the respective merits of different school systems has long been a concern for educators. MethodIn this study we proposed a hybrid multi-criteria decision-making method (MCDM) to address the selection Problem. To rank the different smart school systems and evaluate the value of the required parameter, two MCDM-based methods are used: Entropy and TOPSIS (Technique for Preference Ordering by Similarity to an Ideal Solution). ResultsTwelve beneficial features were considered that represent the fundamental positive characteristics required to create an intelligent education system. Ten different educational systems are considered as alternatives in order to carry out an evaluation. Entropy is used to measure the importance of each criterion and TOPSIS is used to rank the school systems. In this paper, we propose how the concepts of Entropy and TOPSIS can be used to address the challenge of selecting a safe and smart school system based on IoT. Our investigation selected the IoT-based school system that was found to be the smartest and safest out of a set of schools. Finally, we discuss the evaluation of the proposed research. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | qu_a1ac5754f8ac53c5b6cb29d39ea48d7b |
| identifier_str_mv | 07475632 159 |
| language_invalid_str_mv | en |
| network_acronym_str | qu |
| network_name_str | Qatar University repository |
| oai_identifier_str | oai:qspace.qu.edu.qa:10576/61657 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| spelling | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approachesHabib Ullah, KhanAbbas, MuhammadAlruwaili, OmarNazir, ShahSiddiqi, Muhammad HameedAlanazi, SaadInternet of thingsIntelligentSecureSchool systemsSelectionMCDMEntropyContextThe Internet of Things (IoT) is playing an important role in the development of cars, smart homes and schools. Schools are using IoT technology to enhance student learning, digitize traditional learning and improve academic performance. IoT is rapidly replacing the traditional school system with a modern, smart and safe school system. Several modern education systems are presented in the literature. Problem statementThe difficulty of choosing a smart and safe school system while evaluating the respective merits of different school systems has long been a concern for educators. MethodIn this study we proposed a hybrid multi-criteria decision-making method (MCDM) to address the selection Problem. To rank the different smart school systems and evaluate the value of the required parameter, two MCDM-based methods are used: Entropy and TOPSIS (Technique for Preference Ordering by Similarity to an Ideal Solution). ResultsTwelve beneficial features were considered that represent the fundamental positive characteristics required to create an intelligent education system. Ten different educational systems are considered as alternatives in order to carry out an evaluation. Entropy is used to measure the importance of each criterion and TOPSIS is used to rank the school systems. In this paper, we propose how the concepts of Entropy and TOPSIS can be used to address the challenge of selecting a safe and smart school system based on IoT. Our investigation selected the IoT-based school system that was found to be the smartest and safest out of a set of schools. Finally, we discuss the evaluation of the proposed research.Open Access funding provided by the Qatar National Library. In part, the Qatar University Internal Grant No. QUHI-CBE-21/22\u20131 funded this publication.2024-12-04T10:57:58Z2024-06-21Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1016/j.chb.2024.10834607475632https://www.sciencedirect.com/science/article/pii/S0747563224002140http://hdl.handle.net/10576/61657159enhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:qspace.qu.edu.qa:10576/616572024-12-04T19:04:59Z |
| spellingShingle | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches Habib Ullah, Khan Internet of things Intelligent Secure School systems Selection MCDM Entropy |
| status_str | publishedVersion |
| title | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| title_full | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| title_fullStr | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| title_full_unstemmed | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| title_short | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| title_sort | Selection of a smart and secure education school system based on the internet of things using entropy and TOPSIS approaches |
| topic | Internet of things Intelligent Secure School systems Selection MCDM Entropy |
| url | http://dx.doi.org/10.1016/j.chb.2024.108346 https://www.sciencedirect.com/science/article/pii/S0747563224002140 http://hdl.handle.net/10576/61657 |