Machine learning algorithms for social media analysis: A survey

TK Balaji, CSR Annavarapu, A Bablani - Computer Science Review, 2021 - Elsevier
Social Media (SM) are the most widespread and rapid data generation applications on the
Internet increase the study of these data. However, the efficient processing of such massive …

[HTML][HTML] Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Digital transformation and tourist experience co-design: Big social data for planning cultural tourism

MT Cuomo, D Tortora, P Foroudi, A Giordano… - … Forecasting and Social …, 2021 - Elsevier
Digital transformation has completely changed the demand/offering interaction in the travel
industry, as well as largely affecting the customer journey. In this direction,“big social data” …

Reinforced, incremental and cross-lingual event detection from social messages

H Peng, R Zhang, S Li, Y Cao, S Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Detecting hot social events (eg, political scandal, momentous meetings, natural hazards,
etc.) from social messages is crucial as it highlights significant happenings to help people …

Big data analytics for large-scale wireless networks: Challenges and opportunities

HN Dai, RCW Wong, H Wang, Z Zheng… - ACM Computing …, 2019 - dl.acm.org
The wide proliferation of various wireless communication systems and wireless devices has
led to the arrival of big data era in large-scale wireless networks. Big data of large-scale …

Monitoring the public opinion about the vaccination topic from tweets analysis

E D'Andrea, P Ducange, A Bechini, A Renda… - Expert Systems with …, 2019 - Elsevier
The paper presents an intelligent system to automatically infer trends in the public opinion
regarding the stance towards the vaccination topic: it enables the detection of significant …

Social networking data analysis tools & challenges

A Sapountzi, KE Psannis - Future Generation Computer Systems, 2018 - Elsevier
Abstract Online Social Network's (OSN) considered a spark that burst the Big Data era. The
unfolding of every event, breaking new or trend flows in real time inside OSN triggering a …

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 …

Imaginary people representing real numbers: Generating personas from online social media data

J An, H Kwak, S Jung, J Salminen, M Admad… - ACM Transactions on …, 2018 - dl.acm.org
We develop a methodology to automate creating imaginary people, referred to as personas,
by processing complex behavioral and demographic data of social media audiences. From …

What's happening around the world? a survey and framework on event detection techniques on twitter

Z Saeed, RA Abbasi, O Maqbool, A Sadaf… - Journal of Grid …, 2019 - Springer
In the last few years, Twitter has become a popular platform for sharing opinions,
experiences, news, and views in real-time. Twitter presents an interesting opportunity for …