BIG DATA ANALYTICS: CHALLENGES AND APPLICATIONS FOR TEXT, AUDIO, VIDEO, AND SOCIAL MEDIA DATA
J. Verma, S. Agrawal, B. Patel, and A. Patel. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), 5 (1):
41 - 51(February 2016)
Abstract
All types of machine automated systems are generating large amount of data in different forms like
statistical, text, audio, video, sensor, and bio-metric data that emerges the term Big Data. In this paper we
are discussing issues, challenges, and application of these types of Big Data with the consideration of big
data dimensions. Here we are discussing social media data analytics, content based analytics, text data
analytics, audio, and video data analytics their issues and expected application areas. It will motivate
researchers to address these issues of storage, management, and retrieval of data known as Big Data. As
well as the usages of Big Data analytics in India is also highlighted.
%0 Journal Article
%1 vermaanalytics
%A Verma, Jai Prakash
%A Agrawal, Smita
%A Patel, Bankim
%A Patel, Atul
%D 2016
%J International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI)
%K Analytics Audio Based Big Content Data Media Social Text Video
%N 1
%P 41 - 51
%T BIG DATA ANALYTICS: CHALLENGES AND APPLICATIONS FOR TEXT, AUDIO, VIDEO, AND SOCIAL MEDIA DATA
%U https://aircconline.com/ijscai/V5N1/5116ijscai05.pdf
%V 5
%X All types of machine automated systems are generating large amount of data in different forms like
statistical, text, audio, video, sensor, and bio-metric data that emerges the term Big Data. In this paper we
are discussing issues, challenges, and application of these types of Big Data with the consideration of big
data dimensions. Here we are discussing social media data analytics, content based analytics, text data
analytics, audio, and video data analytics their issues and expected application areas. It will motivate
researchers to address these issues of storage, management, and retrieval of data known as Big Data. As
well as the usages of Big Data analytics in India is also highlighted.
@article{vermaanalytics,
abstract = {All types of machine automated systems are generating large amount of data in different forms like
statistical, text, audio, video, sensor, and bio-metric data that emerges the term Big Data. In this paper we
are discussing issues, challenges, and application of these types of Big Data with the consideration of big
data dimensions. Here we are discussing social media data analytics, content based analytics, text data
analytics, audio, and video data analytics their issues and expected application areas. It will motivate
researchers to address these issues of storage, management, and retrieval of data known as Big Data. As
well as the usages of Big Data analytics in India is also highlighted.
},
added-at = {2021-11-16T08:48:58.000+0100},
author = {Verma, Jai Prakash and Agrawal, Smita and Patel, Bankim and Patel, Atul},
biburl = {https://www.bibsonomy.org/bibtex/2f8b630a62cc77a742c217ccdfa24ecc4/leninsha},
interhash = {0e674f27dcc8d99c29705f7d3fabeb24},
intrahash = {f8b630a62cc77a742c217ccdfa24ecc4},
journal = {International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI)},
keywords = {Analytics Audio Based Big Content Data Media Social Text Video},
month = {February},
number = 1,
pages = {41 - 51},
timestamp = {2021-11-16T08:48:58.000+0100},
title = {BIG DATA ANALYTICS: CHALLENGES AND APPLICATIONS FOR TEXT, AUDIO, VIDEO, AND SOCIAL MEDIA DATA},
url = {https://aircconline.com/ijscai/V5N1/5116ijscai05.pdf},
volume = 5,
year = 2016
}