Streaming social event detection and evolution discovery in heterogeneous information networks

H Peng, J Li, Y Song, R Yang, R Ranjan… - ACM Transactions on …, 2021 - dl.acm.org
Events are happening in real world and real time, which can be planned and organized for
occasions, such as social gatherings, festival celebrations, influential meetings, or sports …

A review on lexicon-based and machine learning political sentiment analysis using tweets

A Britzolakis, H Kondylakis… - International Journal of …, 2020 - World Scientific
Sentiment analysis over social media platforms has been an active case of study for more
than a decade. This occurs due to the constant rising of Internet users over these platforms …

Event detection and evolution in multi-lingual social streams

Y Liu, H Peng, J Li, Y Song, X Li - Frontiers of Computer Science, 2020 - Springer
Real-life events are emerging and evolving in social and news streams. Recent methods
have succeeded in capturing designed features of monolingual events, but lack of …

Ring: Real-time emerging anomaly monitoring system over text streams

W Yu, J Li, MZA Bhuiyan, R Zhang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Microblog platforms have been extremely popular in the big data era due to its real-time
diffusion of information. It's important to know what anomalous events are trending on the …

Hierarchical gated recurrent unit with semantic attention for event prediction

Z Su, J Jiang - Future Internet, 2020 - mdpi.com
Event prediction plays an important role in financial risk assessment and disaster warning,
which can help government decision-making and economic investment. Previous works are …

[PDF][PDF] Event detection and evolution based on knowledge base

Y Liu, H Peng, J Guo, T He, X Li, Y Song, J Li - Proc. Kbcom, 2018 - cse.hkust.edu.hk
Social media and News media have become an important platform where people obtain
latest events. Much research has been done to detect topics and events in social or news …

Discovering public opinions by performing sentimental analysis on real time Twitter data

G Kavitha, B Saveen, N Imtiaz - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Data streaming is an evolutionary concept in big data where the size of data increases a lot
from social media, trending websites, and mobile applications. Nowadays, streaming data …

An uncertain future: Predicting events using conditional event evolutionary graph

J Gao, X Luo, H Wang - Concurrency and Computation …, 2021 - Wiley Online Library
Event evolutionary graph (EEG) reflects sequential and causal relations between events,
which is of great value for event prediction. However, lacking event context in the EEG raises …

[PDF][PDF] 面向Web 的故事脉络挖掘研究综述

赵旭剑, 王崇伟, 金培权, 张晖, 杨春明, 李波 - 中文信息学报, 2021 - jcip.cipsc.org.cn
互联网时代, 纷繁复杂的Web 信息使得人们难以快速, 准确地获得新闻事件的故事脉络. 因此,
如何从Web 信息中自动挖掘社会事件的故事脉络(简称“故事脉络挖掘”) 成为近年来Web …

[PDF][PDF] Challenges of event detection from social media streams

WZ Al-Dyani, AH Yahya, FK Ahmad - International Journal of …, 2018 - researchgate.net
Abstract The area of Event Detection (ED) has attracted researchers' attention over the last
few years because of the wide use of social media. Many studies have examined the …