Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW)
Decision making; Knowledge based systems; Knowledge representation; Predictive analytics; Data analytics; Information sharing; Integrated structure; Knowledge-based reasoning; Recent trends; Big data
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2023
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my.uniten.dspace-233522023-05-29T14:39:43Z Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) Yusoff A. Din N.M. Yussof S. Abbas A. Khan S.U. 57188880051 9335429400 16023225600 56349574400 7404043399 Decision making; Knowledge based systems; Knowledge representation; Predictive analytics; Data analytics; Information sharing; Integrated structure; Knowledge-based reasoning; Recent trends; Big data The study of data science, analysis, and decision-making has evolved from translating the raw data, information sharing, and knowledge representation to the wisdom of the Web of Things. Starting from the idea of architecting a wisdom hierarchy, the base of the hierarchy is built upon a data, information, knowledge, and wisdom (DIKW) pyramid [1]. The pyramid or hierarchy as illustrated in Figure 10.1 consists of the components of DIKW. In addition, the recent trend in the needs of network big data has challenged this hierarchy to be redefined and implemented beyond the contemporary use of data analytics. If data on its own is raw, information is adding the context, knowledge is describing on how to use it and wisdom is explaining why to use it [2], then the big data is challenging the hierarchy to be in a more complex yet integrated structure. � 2018 by Taylor and Francis Group, LLC. Final 2023-05-29T06:39:43Z 2023-05-29T06:39:43Z 2017 Book Chapter 10.1201/b21278 2-s2.0-85052708363 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85052708363&doi=10.1201%2fb21278&partnerID=40&md5=080dc3f0eba2ed3746189f598686f94b https://irepository.uniten.edu.my/handle/123456789/23352 209 226 CRC Press Scopus |
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Decision making; Knowledge based systems; Knowledge representation; Predictive analytics; Data analytics; Information sharing; Integrated structure; Knowledge-based reasoning; Recent trends; Big data |
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57188880051 |
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57188880051 Yusoff A. Din N.M. Yussof S. Abbas A. Khan S.U. |
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Book Chapter |
| author |
Yusoff A. Din N.M. Yussof S. Abbas A. Khan S.U. |
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Yusoff A. Din N.M. Yussof S. Abbas A. Khan S.U. Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| author_sort |
Yusoff A. |
| title |
Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| title_short |
Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| title_full |
Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| title_fullStr |
Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| title_full_unstemmed |
Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) |
| title_sort |
predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (dikw) |
| publisher |
CRC Press |
| publishDate |
2023 |
| _version_ |
1806427412309737472 |
| score |
13.214268 |