TELKOMNIKA Telecommunication, Computing, Electronics and Control
NLP analysis in social media using big data technologies
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
NLP analysis in social media using big data technologies
NLP analysis in social media using big data technologies
Subject
Big data
Disaster response
NLP
Social media analysis
Twitter
Disaster response
NLP
Social media analysis
Description
For timely and efficient reactions to disasters, collecting vital and right
information is essential. In recent decades, social media platforms such as
Twitter, Facebook, Linkedin, Instagram have become valuable sources of
information in disaster times. However, the reliability, volume, and velocity
of information remain a major concern; this is particular about information
issued from disaster locations. This paper proposes an approach for tracking
the location of people in danger during times of disaster. The procedure is
based on the Twitter application programming interface (API) by using
natural language processing (NLP) and big data tools. A number of tweets
were analyzed and an accuracy of 86.11% was actualized.
information is essential. In recent decades, social media platforms such as
Twitter, Facebook, Linkedin, Instagram have become valuable sources of
information in disaster times. However, the reliability, volume, and velocity
of information remain a major concern; this is particular about information
issued from disaster locations. This paper proposes an approach for tracking
the location of people in danger during times of disaster. The procedure is
based on the Twitter application programming interface (API) by using
natural language processing (NLP) and big data tools. A number of tweets
were analyzed and an accuracy of 86.11% was actualized.
Creator
Hiba A. Abu-Alsaad, Rana Riad K. AL-Taie
Source
http://journal.uad.ac.id/index.php/TELKOMNIKA
Date
Jun 10, 2021
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Hiba A. Abu-Alsaad, Rana Riad K. AL-Taie, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
NLP analysis in social media using big data technologies,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4308.
NLP analysis in social media using big data technologies,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4308.