The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory
The continuous creation of data has posed new research challenges due to its complexity, diversity and volume. Consequently, Big Data has increasingly become a fully recognised scientific field. This article provides an overview of the current research efforts in Big Data science, with particular em...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2018-08-01
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| Series: | Big Data and Cognitive Computing |
| Subjects: | |
| Online Access: | http://www.mdpi.com/2504-2289/2/3/22 |
| _version_ | 1819013600913653760 |
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| author | Jeffrey Ray Olayinka Johnny Marcello Trovati Stelios Sotiriadis Nik Bessis |
| author_facet | Jeffrey Ray Olayinka Johnny Marcello Trovati Stelios Sotiriadis Nik Bessis |
| author_sort | Jeffrey Ray |
| collection | DOAJ |
| description | The continuous creation of data has posed new research challenges due to its complexity, diversity and volume. Consequently, Big Data has increasingly become a fully recognised scientific field. This article provides an overview of the current research efforts in Big Data science, with particular emphasis on its applications, as well as theoretical foundation. |
| first_indexed | 2024-12-21T02:02:32Z |
| format | Article |
| id | doaj.art-6289d943817747d984c952f8ebfe668a |
| institution | Directory Open Access Journal |
| issn | 2504-2289 |
| language | English |
| last_indexed | 2024-12-21T02:02:32Z |
| publishDate | 2018-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Big Data and Cognitive Computing |
| spelling | doaj.art-6289d943817747d984c952f8ebfe668a2022-12-21T19:19:36ZengMDPI AGBig Data and Cognitive Computing2504-22892018-08-01232210.3390/bdcc2030022bdcc2030022The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network TheoryJeffrey Ray0Olayinka Johnny1Marcello Trovati2Stelios Sotiriadis3Nik Bessis4Department of Computer Science, Edge Hill University, Ormskirk, L39 4QP, UKDepartment of Department of Electronics, Computing and Mathematics, University of Derby, Derby DE22 1GB, UKDepartment of Computer Science, Edge Hill University, Ormskirk, L39 4QP, UKDepartment of Computer Science and Information Systems, Birkbeck University of London, London WC1E 7HX, UKDepartment of Computer Science, Edge Hill University, Ormskirk, L39 4QP, UKThe continuous creation of data has posed new research challenges due to its complexity, diversity and volume. Consequently, Big Data has increasingly become a fully recognised scientific field. This article provides an overview of the current research efforts in Big Data science, with particular emphasis on its applications, as well as theoretical foundation.http://www.mdpi.com/2504-2289/2/3/22Big Datatext miningNLPnetwork theoryBayesian networks |
| spellingShingle | Jeffrey Ray Olayinka Johnny Marcello Trovati Stelios Sotiriadis Nik Bessis The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory Big Data and Cognitive Computing Big Data text mining NLP network theory Bayesian networks |
| title | The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory |
| title_full | The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory |
| title_fullStr | The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory |
| title_full_unstemmed | The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory |
| title_short | The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory |
| title_sort | rise of big data science a survey of techniques methods and approaches in the field of natural language processing and network theory |
| topic | Big Data text mining NLP network theory Bayesian networks |
| url | http://www.mdpi.com/2504-2289/2/3/22 |
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