Streaming social event detection and evolution discovery in heterogeneous information networks
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 …
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 …
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
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 …
have succeeded in capturing designed features of monolingual events, but lack of …
Ring: Real-time emerging anomaly monitoring system over text streams
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 …
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 …
which can help government decision-making and economic investment. Previous works are …
[PDF][PDF] Event detection and evolution based on knowledge base
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 …
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 …
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 …
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 …
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 …
few years because of the wide use of social media. Many studies have examined the …