GAZOUILLE: Detecting and Illustrating Local Events from Geolocalized Social Media Streams

被引：2

作者：

Houdyer, Pierre ^{[1
]}

Zimmerman, Albrecht ^{[2
]}

Kaytoue, Mehdi ^{[2
]}

Plantevit, Marc ^{[3
]}

Mitchell, Joseph ^{[1
]}

Robardet, Celine ^{[2
]}

机构：

[1] Tapastreet Ltd, Dublin, Ireland

[2] INSA Lyon, CNRS, LIRIS UMR5205, F-69621 Villeurbanne, France

[3] Univ Lyon 1, CNRS, LIRIS UMR5205, F-69622 Lyon, France

来源：

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT III | 2015年 / 9286卷

关键词：

D O I：

10.1007/978-3-319-23461-8_29

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present Gazouille, a system for discovering local events in geo-localized social media streams. The system is based on three core modules: (i) social networks data acquisition on several urban areas, (ii) event detection through time series analysis, and (iii) a Web user interface to present events discovered in real-time in a city, associated to a gallery of social media that characterize the event.

引用

页码：276 / 280

页数：5

共 50 条

[41] Social media engagement of hashtag users in the context of local events: mixed method approach
Lin, Boyu
Lee, Woojin
Choe, Yunseon
JOURNAL OF HOSPITALITY AND TOURISM TECHNOLOGY, 2024, 15 (02) : 254 - 270
[42] Detecting bursts in sentiment-aware topics from social media
Xu, Kang
Qi, Guilin
Huang, Junheng
Wu, Tianxing
Fu, Xuefeng
KNOWLEDGE-BASED SYSTEMS, 2018, 141 : 44 - 54
[43] Detecting country of residence from social media data: a comparison of methods
Heikinheimo, V
Jarv, O.
Tenkanen, H.
Hiippala, T.
Toivonen, T.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 36 (10) : 1931 - 1952
[44] Findings of the Shared Task on Detecting Signs of Depression from Social Media
Sampath, Kayalvizhi
Thenmozhi, Durairaj
Chakravarthi, Bharathi Raja
Mahibha, Jerin C.
PROCEEDINGS OF THE SECOND WORKSHOP ON LANGUAGE TECHNOLOGY FOR EQUALITY, DIVERSITY AND INCLUSION (LTEDI 2022), 2022, : 331 - 338
[45] A Machine Learning Approach for Detecting Rescue Requests from Social Media
Wang, Zheye
Lam, Nina S. N.
Sun, Mingxuan
Huang, Xiao
Shang, Jin
Zou, Lei
Wu, Yue
Mihunov, Volodymyr V. V.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 11 (11)
[46] Topic-BERT: Detecting harmful information from social media
Gao, Wang
Deng, Hongtao
Zhu, Xun
Fang, Yuan
INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2021, 15 (03): : 333 - 342
[47] Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media
Karisani, Payam
Ho, Joyce C.
Agichtein, Eugene
WEB CONFERENCE 2020: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2020), 2020, : 2411 - 2420
[48] Detecting Urban Events by Considering Long Temporal Dependency of Sentiment Strength in Geotagged Social Media Data
Jiang, Wei
Wang, Yandong
Xiong, Zhengan
Song, Xiaoqing
Long, Yi
Cao, Weidong
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 10 (05)
[49] Detecting Abnormal Attention in Online Social Networks from Local Views
Tao, Yingying
Bai, Quan
Liu, Jiamou
Zhou, Hangxia
2017 IEEE INTERNATIONAL CONFERENCE ON AGENTS (ICA), 2017, : 2 - 7
[50] A Multi-layer Event Detection Algorithm for Detecting Global and Local Hot Events in Social Networks
Tan, Zhicong
Zhang, Peng
Tan, Jianlong
Guo, Li
2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2014, 29 : 2080 - 2089

← 1 2 3 4 5 →