Internet of Things' (IoT's) Impact on Decision Oriented Applications of Big Data Sentiment Analysis

Akhilesh Dwivedi, R. P. Pant, Senam Pandey, Krishna Kumar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

12 Citations (Scopus)

Abstract

In this paper, we have discussed the Internet of Things (IoT)'s Impact on Decision Oriented Applications of Big Data Sentiment Analysis. In recent decades, the tremendous development of the Internet, Internet of Things, and Cloud Computing have led to the massive growth of data in almost every field of science and technology, software industry and business area and decision makers. IoT means embedded machines embedded or sensors connected with internet or any network that collect and store raw data for analysis to generate useful information. The huge amount of big data generated from the Internet of Things will drive increasing demand for data analytics. Big data sentiment analysis (BDSA) has expansively developed into a very hot topic that attracts the extensive attention of every investor and stakeholders from academia, industry, and governments across the globe. All these are applicable to IoT datasets as well. In this paper, we first briefly introduce the concept of big data sentiment analysis, including its definition, features, and decision value. We describe the core concept behind the big data sentiment analysis and framework required to handle big data with various software components. We then identify from different perspectives the significance and challenges of IOTs impact on big data and sentiment analysis. We describe the grand BDSA challenges, as well as possible solutions to address these challenges currently. Finally, we conclude the paper by presenting several suggestions on carrying out different IOT based big data sentiment analysis projects.

Original languageEnglish
Title of host publicationProceedings - 2018 3rd International Conference On Internet of Things
Subtitle of host publicationSmart Innovation and Usages, IoT-SIU 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509067855
DOIs
Publication statusPublished - 1 Nov 2018
Externally publishedYes
Event3rd International Conference On Internet of Things: Smart Innovation and Usages, IoT-SIU 2018 - Bhimtal, India
Duration: 23 Feb 201824 Feb 2018

Publication series

NameProceedings - 2018 3rd International Conference On Internet of Things: Smart Innovation and Usages, IoT-SIU 2018

Conference

Conference3rd International Conference On Internet of Things: Smart Innovation and Usages, IoT-SIU 2018
Country/TerritoryIndia
CityBhimtal
Period23/02/1824/02/18

Keywords

  • BDSA
  • Big data Sentiment Analysis
  • Computational complexity
  • Data complexity
  • Hadoop
  • IOT
  • Map-reduce
  • System complexity

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality

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