From Twitter to detector: Real-time traffic incident detection using social media data

2016 ◽  
Vol 67 ◽  
pp. 321-342 ◽  
Author(s):  
Yiming Gu ◽  
Zhen (Sean) Qian ◽  
Feng Chen
Keyword(s):  
Social Media ◽  
Real Time ◽  
Incident Detection ◽  
Social Media Data ◽  
Traffic Incident ◽  
Real Time Traffic ◽  
Media Data

scholarly journals Empowering Real-Time Traffic Reporting Systems With NLP-Processed Social Media Data

2020 ◽  
Vol 1 ◽  
pp. 159-175
Author(s):  
Xiangpeng Wan ◽  
Michael C. Lucic ◽  
Hakim Ghazzai ◽  
Yehia Massoud
Keyword(s):  
Social Media ◽  
Real Time ◽  
Social Media Data ◽  
Real Time Traffic ◽  
Reporting Systems ◽  
Media Data

scholarly journals A Big Data Platform for Real Time Analysis of Signs of Depression in Social Media

2020 ◽  
Vol 17 (13) ◽  
pp. 4752 ◽  
Author(s):  
Rodrigo Martínez-Castaño ◽  
Juan C. Pichel ◽  
David E. Losada 
Keyword(s):  
Social Media ◽  
Real Time ◽  
Public Health Surveillance ◽  
Time Analysis ◽  
Social Media Data ◽  
Real Time Processing ◽  
Processing Elements ◽  
Real Time Analysis ◽  
Data Platform ◽  
Media Data

In this paper we propose a scalable platform for real-time processing of Social Media data. The platform ingests huge amounts of contents, such as Social Media posts or comments, and can support Public Health surveillance tasks. The processing and analytical needs of multiple screening tasks can easily be handled by incorporating user-defined execution graphs. The design is modular and supports different processing elements, such as crawlers to extract relevant contents or classifiers to categorise Social Media. We describe here an implementation of a use case built on the platform that monitors Social Media users and detects early signs of depression.

Real Time Traffic Incident Detection by Using Twitter Stream Analysis

2018 ◽  
pp. 620-626 ◽  
Author(s):  
Maryam Afzaal ◽  
Nazifa Nazir ◽  
Khadija Akbar ◽  
Sidra Perveen ◽  
Umer Farooq ◽  
...  
Keyword(s):  
Real Time ◽  
Incident Detection ◽  
Traffic Incident ◽  
Real Time Traffic

scholarly journals Real-time traffic incident detection using a probabilistic topic model

2015 ◽  
Vol 54 ◽  
pp. 169-188 ◽  
Author(s):  
Akira Kinoshita ◽  
Atsuhiro Takasu ◽  
Jun Adachi
Keyword(s):  
Real Time ◽  
Topic Model ◽  
Incident Detection ◽  
Traffic Incident ◽  
Real Time Traffic ◽  
Probabilistic Topic Model

scholarly journals Incremental Learning with Social Media Data to Predict Near Real-Time Events

2014 ◽  
pp. 180-191
Author(s):  
Duc Kinh Le Tran ◽  
Cécile Bothorel ◽  
Pascal Cheung Mon Chan ◽  
Yvon Kermarrec
Keyword(s):  
Social Media ◽  
Real Time ◽  
Incremental Learning ◽  
Social Media Data ◽  
Media Data

The impact of social media on human interaction in an organisation based on real-time social media data

2019 ◽  
Vol 4 (3) ◽  
pp. 260
Author(s):  
Sharifah Sakinah Syed Ahmad ◽  
Anis Naseerah Binti Shaik Osman ◽  
Halizah Basiron
Keyword(s):  
Social Media ◽  
Real Time ◽  
Human Interaction ◽  
Social Media Data ◽  
The Impact ◽  
Media Data
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