Prediction of sales using Big data analytics
DOI:
https://doi.org/10.24297/jac.v12i20.591Keywords:
FLUME, HIVE, HDFS, Smart dataAbstract
Social media is a main source of collecting big-data. Data analysis converting their bigger data to smart data. Smart data is acquired with the help of Apache Flume, Apache hive and Apache HDFS, smart data increase the sales of Marketing industry. It helps product owner to analyze people’s opinion about their product and consumer can analyze the reviews of product before purchase. If tweets came along with Location, data analyzed based on the location.
Downloads
Download data is not yet available.
References
] Efthymios Kouloumpis, TheresaWilson and Johanna Moore, “Twitter Sentiment Analysis: The Good the Bad and the OMG!â€, Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media(2011).
[2] Mohammad Samiul Islam, Faysal Ahmed, Rashedur M. Rahman, Syed Akib Anwar Hridoy and M. Tahmid Ekram, â€Localized twitter opinion mining using sentiment analysisâ€,Springer (2015).
[3] Carolina Bigonha, Mirella M. Moro, Marcos A. Gonçalves, VirgÃlio A. F. Almeida, Thiago N. C. Cardoso, “Sentiment-based influence detection on Twitterâ€,The Brazilian Computer Society (2011).
[4] Justin Zhan and Xing Fang,â€Sentiment analysis using product review dataâ€,Springer (2015).
[5] Borut Sluban, Igor MozetiÄ, Jasmina Smailović, Petra Kralj Novak, “Sentiment of Emojisâ€,Plos one (2015).
[6] Apoorv Agarwal, Boyi Xie, Ilia Vovsha, Owen Rambow and Rebecca Passonneau, “Sentiment Analysis of Twitter Dataâ€, NextGen Invent (NGI) Corporation(2012).
[7] Hailin Jin and Jianchao Yang, Quanzeng You and Jiebo Luo, “Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networksâ€,Association for the Advancement of Artificial Intelligence (2015).
[8]Zikmund,Babin, “Essentials of Marketing Research (Book Only),†South-Western Pubublication,2009.
[9]Twitter,“Twitter is an online social networking service websites,†https://twitter.com.
[10]Twitter development, “Twitter Application Management: Create and maintain,†https://apps.twitter.com.
[11]Hair, J. F., Anderson, R. E., Tatham, R. L.,Black,“Multivariate analysis,†Englewood: Prentice Hall International,1998.
[12]Hernandez, Stolfo, “Real-world data is dirty: Data cleansing and the merge/purge problem. Communication of the ACM, vol.2,pp.23-34,1998.
[2] Mohammad Samiul Islam, Faysal Ahmed, Rashedur M. Rahman, Syed Akib Anwar Hridoy and M. Tahmid Ekram, â€Localized twitter opinion mining using sentiment analysisâ€,Springer (2015).
[3] Carolina Bigonha, Mirella M. Moro, Marcos A. Gonçalves, VirgÃlio A. F. Almeida, Thiago N. C. Cardoso, “Sentiment-based influence detection on Twitterâ€,The Brazilian Computer Society (2011).
[4] Justin Zhan and Xing Fang,â€Sentiment analysis using product review dataâ€,Springer (2015).
[5] Borut Sluban, Igor MozetiÄ, Jasmina Smailović, Petra Kralj Novak, “Sentiment of Emojisâ€,Plos one (2015).
[6] Apoorv Agarwal, Boyi Xie, Ilia Vovsha, Owen Rambow and Rebecca Passonneau, “Sentiment Analysis of Twitter Dataâ€, NextGen Invent (NGI) Corporation(2012).
[7] Hailin Jin and Jianchao Yang, Quanzeng You and Jiebo Luo, “Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networksâ€,Association for the Advancement of Artificial Intelligence (2015).
[8]Zikmund,Babin, “Essentials of Marketing Research (Book Only),†South-Western Pubublication,2009.
[9]Twitter,“Twitter is an online social networking service websites,†https://twitter.com.
[10]Twitter development, “Twitter Application Management: Create and maintain,†https://apps.twitter.com.
[11]Hair, J. F., Anderson, R. E., Tatham, R. L.,Black,“Multivariate analysis,†Englewood: Prentice Hall International,1998.
[12]Hernandez, Stolfo, “Real-world data is dirty: Data cleansing and the merge/purge problem. Communication of the ACM, vol.2,pp.23-34,1998.
Downloads
Published
2016-12-15
How to Cite
Karthika, I., Gokulraj, P., & Saravanan, S. (2016). Prediction of sales using Big data analytics. JOURNAL OF ADVANCES IN CHEMISTRY, 12(20), 5237–5242. https://doi.org/10.24297/jac.v12i20.591
Issue
Section
Articles
License
All articles published in Journal of Advances in Linguistics are licensed under a Creative Commons Attribution 4.0 International License.
