Real-Time Detection, Tracking, and Monitoring of Automatically Discovered Events in Social Media

被引:0
|
作者
Osborne, Miles
Moran, Sean
McCreadie, Richard
Von Lunen, Alexander
Sykora, Martin
Cano, Elizabeth
Ireson, Neil
Macdonald, Craig
Ounis, Iadh
He, Yulan
Jackson, Tom
Ciravegna, Fabio
O'Brien, Ann
机构
基金
英国工程与自然科学研究理事会;
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce ReDites, a system for real-time event detection, tracking, monitoring and visualisation. It is designed to assist Information Analysts in understanding and exploring complex events as they unfold in the world. Events are automatically detected from the Twitter stream. Then those that are categorised as being security-relevant are tracked, geolocated, summarised and visualised for the end-user. Furthermore, the system tracks changes in emotions over events, signalling possible flashpoints or abatement. We demonstrate the capabilities of ReDites using an extended use case from the September 2013 Westgate shooting incident. Through an evaluation of system latencies, we also show that enriched events are made available for users to explore within seconds of that event occurring.
引用
收藏
页码:37 / 42
页数:6
相关论文
共 50 条
  • [21] Burst: real-time events burst detection in social text stream
    Tajinder Singh
    Madhu Kumari
    The Journal of Supercomputing, 2021, 77 : 11228 - 11256
  • [22] A global database of historic and real-time flood events based on social media
    de Bruijn, Jens A.
    de Moel, Hans
    Jongman, Brenden
    de Ruiter, Marleen C.
    Wagemaker, Jurjen
    Aerts, Jeroen C. J. H.
    SCIENTIFIC DATA, 2019, 6 (1)
  • [23] A global database of historic and real-time flood events based on social media
    Jens A. de Bruijn
    Hans de Moel
    Brenden Jongman
    Marleen C. de Ruiter
    Jurjen Wagemaker
    Jeroen C. J. H. Aerts
    Scientific Data, 6
  • [24] Incremental Learning with Social Media Data to Predict Near Real-Time Events
    Duc Kinh Le Tran
    Bothorel, Cecile
    Chan, Pascal Cheung Mon
    Kermarrec, Yvon
    DISCOVERY SCIENCE, DS 2014, 2014, 8777 : 180 - 191
  • [25] Processing social media in real-time
    Spina, Damiano
    Zubiaga, Arkaitz
    Sheth, Amit
    Strohmaier, Markus
    INFORMATION PROCESSING & MANAGEMENT, 2019, 56 (03) : 1081 - 1083
  • [26] Real-Time Major Events Monitoring and Alert System through Social Networks
    Bahir, Eitan
    Peled, Ammatzia
    JOURNAL OF CONTINGENCIES AND CRISIS MANAGEMENT, 2015, 23 (04) : 210 - 220
  • [27] Real-time image tracking for traffic monitoring
    Tseng, ST
    Song, KT
    IEEE 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, PROCEEDINGS, 2002, : 1 - 6
  • [28] A real-time footstep tracking for monitoring system
    Saitoh, Takeshi
    Kodani, Tetsuya
    Konishi, Ryosuke
    PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, 2006, : 403 - +
  • [29] Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time
    Buntain, Cody
    Lin, Jimmy
    SIGIR'16: PROCEEDINGS OF THE 39TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2016, : 777 - 780
  • [30] Real-time object detection, tracking, and monitoring framework for security surveillance systems
    Abba, Sani
    Bizi, Ali Mohammed
    Lee, Jeong-A
    Bakouri, Souley
    Crespo, Maria Liz
    HELIYON, 2024, 10 (14)