International Journal of Advances in Applied Computational Intelligence
Journal DOI
2833-5600ISSN (Online)
Volume 4 , Issue 2 , PP: 08-14, 2023 | Cite this article as | XML | Html | PDF | Full Length Article
Samah I. Abdel Aal 1 *
Doi: https://doi.org/10.54216/IJAACI.040201
Nowadays, Big Data become very critical and can help organizations to make decisions by analyzing feedback and reviews from customers. There are large amounts of data that is growing because of the extensive use of networks, social media, and other sources. Big data analytics can enhance a company's understanding of a customer's needs and preferences. By analyzing data organizations can personalize and relevant product or service; So that, there is a need to analyze such huge amounts of data. There are many types of analytics methods and each one has its own objectives. Therefore, this work highlights two ways for classifying big data analytics methods. Big data models and their methodologies were clearly outlined in this paper. Additionally we compare different categories of big data analytics techniques depending on data kinds like audio, video, social media, and predictive analytics. Also, this work intended to study the big data analytics methods for selecting the suitable method.
Information Extraction (IE) , Question Answering (QA) , Natural Language Processing (NLP).
[1] F. X. Diebold, "A personal perspective on the origin(s) and develop-ment of “big data”.,"ScholarlyPaper No. ID 2202843), Diebold, F. X. (2012)..
[2] Chen, " Business intelligence and analytics:From big data to big impact.,"MIS Quarterly, 36(4), 1165–1188., (2012)..
[3] O. L. N. &. S. B. Kwon, " Data quality management, data usage expe-rience and acquisition intention of big data analytics.,"International Journal ofInformation Management, pp. 34(3), 387–394., 2014.
[4] G. I. G. (n.d.). [Online]. Available: http://www.gartner.com/it-glossary/big-data/.
[5] M. H. Amir Gandomi, "Beyond the hype: Big data concepts, methods, and analytics,,"International Journal of Information Management, no. 0268-4012, pp. 137-144,.
[6] AmirGandomiMurtazaHaider, "Big data concepts, methods, and analytics,"International Journal of Information Management, 2014.
[7] "Vendor Independent Big Data Qualifications," [Online]. Available: https://www.bigdataframework.org/data-types-structured-vs-unstructured-data/.
[8] "THE FOUR V’S OF BIG DATA," [Online]. Available: https://opensistemas.com/en/the-four-vs-of-big-data/.
[9] A. &. H. M. &. S. M. Unnisabegum, "Big data analysis Techniques For Big Data," vol. 6, no. 10.13140/RG.2.2.25408.07686., 2019.
[10] K. H. T. Y. L. &. Y. K. T. Yuanzhu Zhan, "Unlocking the power of big data in new product development,"Springer, 2018.
[11] B. Leventhal, " An introduction to big data analysis and other techniques for advanced analytics,"J Direct Data Digit Mark Pract.
[12] J. J. P. a. M. K. Han, "Big data analysis : concepts and techniques, Elsevier.," (2011). Big data analysis : concepts and techniques, Elsevier..
[13] M. A. H. ,. M. S. Ahmed UnnisaBegum, "Big data analysis Techniques For Big Data,"International Journal of Advanced Research in Science,, vol. 6, no. 2350-0328, August 2019.
[14] H. &. B. C. &. U. S. &. M. M. &. Y. Hassani, "Text Mining in Big Data Analytics. Big Data and Cognitive Computing.,"researchgate, January 2020.
[15] M. O. Udo Hahn1, "Medical Information Extraction in the Age of Deep Learning," 2020 Aug 21..
[16] M. AmirGandomi, "Beyond the hype: Big data concepts, methods, and analytics,"International Journal of Information Management, vol. 35, no. 2, pp. 137-144, April 2015.
[17] C. C. Aggarwal, "Opinion Mining and Sentiment Analysis," March 2018.
[18] I. E. Olatunji, "Video Analytics for Visual Surveillance and Applications: An Overview and Survey,"researchgate, July 2019.
[19] Ahmad Arinaldi∗, Jaka Arya Pradana, Arlan Arventa Gurusinga, "Detection and classification of vehicles for traffic video analytic," 2018.
[20] G. Yilma, "Social Sentimental Analytics using Big Data Tools,"researchgate, January 2016.
[21] J. H. F. &. L. H. 3Fan, " Challenges of big data analysis. National ScienceReview
