Existing semantic ontology and its challenges for enhancing interoperability in IoT environment
Internet of Things technology is widely used in several domains including industry, society, and the environment. Heterogeneous data is a critical problem in the Internet of Things technology; this heterogeneity leads to a lack of interoperability which limits the possibility of sharing and reusing...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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IEEE
2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/33409/1/Existing%20semantic%20ontology%20and%20its%20challenges_FULL.pdf http://umpir.ump.edu.my/id/eprint/33409/2/Existing%20semantic%20ontology%20and%20its%20challenges.pdf |
| _version_ | 1825814202769473536 |
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| author | Moseed, Mohammed Awanis, Romli Rozlina, Mohamed |
| author_facet | Moseed, Mohammed Awanis, Romli Rozlina, Mohamed |
| author_sort | Moseed, Mohammed |
| collection | UMP |
| description | Internet of Things technology is widely used in several domains including industry, society, and the environment. Heterogeneous data is a critical problem in the Internet of Things technology; this heterogeneity leads to a lack of interoperability which limits the possibility of sharing and reusing data for supporting decision-makers in different fields. The aim of this paper is to review the current IoT ontologies and their main challenges. Ontology has been used to solve the heterogeneity problem and enhance interoperability for the Internet of Things by using common core ontology. The main feature and success factor of ontology as a representation of knowledge is that the features being flexible, clearable, shareable, and reusable. This study is probable for contributing to developing common core ontology for the Internet of Things with a comprehensive view for solving the lack of sharing information and offer complete recommendations for supporting the interoperability processes for IoT application domains. |
| first_indexed | 2024-03-06T12:55:20Z |
| format | Conference or Workshop Item |
| id | UMPir33409 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:55:20Z |
| publishDate | 2021 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir334092022-04-08T07:54:23Z http://umpir.ump.edu.my/id/eprint/33409/ Existing semantic ontology and its challenges for enhancing interoperability in IoT environment Moseed, Mohammed Awanis, Romli Rozlina, Mohamed Q Science (General) QA76 Computer software Internet of Things technology is widely used in several domains including industry, society, and the environment. Heterogeneous data is a critical problem in the Internet of Things technology; this heterogeneity leads to a lack of interoperability which limits the possibility of sharing and reusing data for supporting decision-makers in different fields. The aim of this paper is to review the current IoT ontologies and their main challenges. Ontology has been used to solve the heterogeneity problem and enhance interoperability for the Internet of Things by using common core ontology. The main feature and success factor of ontology as a representation of knowledge is that the features being flexible, clearable, shareable, and reusable. This study is probable for contributing to developing common core ontology for the Internet of Things with a comprehensive view for solving the lack of sharing information and offer complete recommendations for supporting the interoperability processes for IoT application domains. IEEE 2021 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/33409/1/Existing%20semantic%20ontology%20and%20its%20challenges_FULL.pdf pdf en http://umpir.ump.edu.my/id/eprint/33409/2/Existing%20semantic%20ontology%20and%20its%20challenges.pdf Moseed, Mohammed and Awanis, Romli and Rozlina, Mohamed (2021) Existing semantic ontology and its challenges for enhancing interoperability in IoT environment. In: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) , 21-26 August 2021 , Pekan, Pahang, Malaysia. pp. 22-26.. ISBN 978-166541407-4 (Published) https://doi.org/10.1109/ICSECS52883.2021.00011 |
| spellingShingle | Q Science (General) QA76 Computer software Moseed, Mohammed Awanis, Romli Rozlina, Mohamed Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title | Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title_full | Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title_fullStr | Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title_full_unstemmed | Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title_short | Existing semantic ontology and its challenges for enhancing interoperability in IoT environment |
| title_sort | existing semantic ontology and its challenges for enhancing interoperability in iot environment |
| topic | Q Science (General) QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/33409/1/Existing%20semantic%20ontology%20and%20its%20challenges_FULL.pdf http://umpir.ump.edu.my/id/eprint/33409/2/Existing%20semantic%20ontology%20and%20its%20challenges.pdf |
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