Skip to main content
Top

2021 | OriginalPaper | Chapter

Big Data and Social Media Analytics- A Challenging Approach in Processing of Big Data

Authors : Mudassir Khan, Aadarsh Malviya, Surya Kant Yadav

Published in: ICCCE 2020

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

As the world is moving towards the new technologies, the enormous amount of growth in population constructing usage of social media in their everyday life, the social media statistics are scattered in various disciplines. The footprints of social media data analytics system growth into four different steps, data analysis, data formation, data discovery and data collection. The main objective of this article is to analyze the status and evaluation of social networks on big data. The challenges and difficulties faced during distinct data analysis methods, the distinct stages of research’s data discovery, collection and preparation hardly exist. The challenge not only to conquer big data although in scrutiny and providing valuable data, which can be used for decision-making. In this article, we review the major challenges faced by researchers to process social media data. The outcomes are frequently used to enlarge an existing framework on social media. This article represents a comprehensive argue of the different studies linked with big data in social media.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Tan W, Brian Blake M, Saleh I, Dustdar S (2013) IEEE Computer Society 13:1089–7801 Tan W, Brian Blake M, Saleh I, Dustdar S (2013) IEEE Computer Society 13:1089–7801
2.
go back to reference The Data Deluge (2010) Businesses, Governments, and Society Are Only Starting to Tap Its Vast Potential, The Economist The Data Deluge (2010) Businesses, Governments, and Society Are Only Starting to Tap Its Vast Potential, The Economist
3.
go back to reference Mislove A et al (2007) Proceedings 7th ACM SIGCOMM conference internet measurement. ACM, pp 29–42 Mislove A et al (2007) Proceedings 7th ACM SIGCOMM conference internet measurement. ACM, pp 29–42
4.
go back to reference Müller O, Junglas I, vom Brocke J, Debortol S (2017) Eur J Inf Syst 25(4): 289–302 (2017) Müller O, Junglas I, vom Brocke J, Debortol S (2017) Eur J Inf Syst 25(4): 289–302 (2017)
7.
go back to reference Khan M (2018) Big data analytics evaluation. Int J Eng Res Comput Sci Eng (IJERCSE) 1(2) Khan M (2018) Big data analytics evaluation. Int J Eng Res Comput Sci Eng (IJERCSE) 1(2)
9.
go back to reference Raconteur Media (Ed) (2013) Big data. The Times [supplemental material] Raconteur Media (Ed) (2013) Big data. The Times [supplemental material]
12.
go back to reference Gold MK (2012) Debates in the digital humanities. University of Minessota Press (2012) Gold MK (2012) Debates in the digital humanities. University of Minessota Press (2012)
13.
go back to reference Deters R, Lomotey RK (2014) Int J Bus Process Integr Manag 6:298–311 Deters R, Lomotey RK (2014) Int J Bus Process Integr Manag 6:298–311
14.
go back to reference Mayer-Schönberger V, Cukier K (2013) Eamondolan/Houghton Mifflin Harcourt, New York (2013) Mayer-Schönberger V, Cukier K (2013) Eamondolan/Houghton Mifflin Harcourt, New York (2013)
15.
go back to reference Robinson D (2013) Part 1. Making data meaningful Robinson D (2013) Part 1. Making data meaningful
16.
go back to reference Khan M, Ansari MD (2019) Security and privacy issue of big data over the cloud computing: a comprehensive analysis. IJRTE-Scopus Indexed 7(6s):413–417 Khan M, Ansari MD (2019) Security and privacy issue of big data over the cloud computing: a comprehensive analysis. IJRTE-Scopus Indexed 7(6s):413–417
17.
go back to reference Gautam P, Ansari MD, Sharma SK (2019) Enhanced security for electronic health care information using obfuscation and RSA algorithm in cloud computing. Int J Inf Secur Priv (IJISP) 13(1):59–69CrossRef Gautam P, Ansari MD, Sharma SK (2019) Enhanced security for electronic health care information using obfuscation and RSA algorithm in cloud computing. Int J Inf Secur Priv (IJISP) 13(1):59–69CrossRef
18.
go back to reference Khan M, Ayyoob M (2017) Computer security in the human life. Int J Comput Sci Eng (IJCSE) 6(1):35–42 Khan M, Ayyoob M (2017) Computer security in the human life. Int J Comput Sci Eng (IJCSE) 6(1):35–42
19.
Metadata
Title
Big Data and Social Media Analytics- A Challenging Approach in Processing of Big Data
Authors
Mudassir Khan
Aadarsh Malviya
Surya Kant Yadav
Copyright Year
2021
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-15-7961-5_59