TwitterNews+: A Framework for Real Time Event Detection from the Twitter Data Stream

2016 ◽  
pp. 224-239 ◽  
Author(s):  
Mahmud Hasan ◽  
Mehmet A. Orgun ◽  
Rolf Schwitter
Keyword(s):  
Real Time ◽  
Event Detection ◽  
Data Stream ◽  
Twitter Data

A survey on real-time event detection from the Twitter data stream

2017 ◽  
Vol 44 (4) ◽  
pp. 443-463 ◽  
Author(s):  
Mahmud Hasan ◽  
Mehmet A Orgun ◽  
Rolf Schwitter
Keyword(s):  
Real Time ◽  
Event Detection ◽  
Data Stream ◽  
Detection Methods ◽  
Current State ◽  
Twitter Data ◽  
Starting Point ◽  
State Of Affairs ◽  
Collective Information ◽  
Insight Into

The proliferation of social networking services has resulted in a rapid growth of their user base, spanning across the world. The collective information generated from these online platforms is overwhelming, in terms of both the amount of content produced every moment and the diversity of topics discussed. The real-time nature of the information produced by users has prompted researchers to analyse this content, in order to gain timely insight into the current state of affairs. Specifically, the microblogging service Twitter has been a recent focus of researchers to gather information on events occurring in real time. This article presents a survey of a wide variety of event detection methods applied to streaming Twitter data, classifying them according to shared common traits, and then discusses different aspects of the subtasks and challenges involved in event detection. We believe this survey will act as a guide and starting point for aspiring researchers to gain a structured view on state-of-the-art real-time event detection and spur further research in this direction.

Real-time event detection from the Twitter data stream using the TwitterNews+ Framework

2019 ◽  
Vol 56 (3) ◽  
pp. 1146-1165 ◽  
Author(s):  
Mahmud Hasan ◽  
Mehmet A. Orgun ◽  
Rolf Schwitter
Keyword(s):  
Real Time ◽  
Event Detection ◽  
Data Stream ◽  
Twitter Data

scholarly journals Real-time traffic event detection using Twitter data

2018 ◽  
Vol 5 (3) ◽  
pp. 77-84 ◽  
Author(s):  
Angelica Salas Jones ◽  
Panagiotis Georgakis ◽  
Yannis Petalas ◽  
Renukappa Suresh
Keyword(s):  
Real Time ◽  
Event Detection ◽  
Real Time Traffic ◽  
Twitter Data

Real-time Event Detection on Social Data Stream

2014 ◽  
Vol 20 (4) ◽  
pp. 475-486 ◽  
Author(s):  
Duc T. Nguyen ◽  
Jason J. Jung
Keyword(s):  
Real Time ◽  
Event Detection ◽  
Data Stream ◽  
Social Data

Real-time dynamic data desensitization method based on data stream

2019 ◽  
Author(s):  
Bing Tian ◽  
Shuqing Lv ◽  
Qilin Yin ◽  
Ning Li ◽  
Yue Zhang ◽  
...  
Keyword(s):  
Real Time ◽  
Data Stream ◽  
Dynamic Data ◽  
Time Dynamic
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