A method to evaluate the reliability of social media data for social network analysis

D Weber, M Nasim, L Mitchell… - 2020 IEEE/ACM …, 2020 - ieeexplore.ieee.org
In order to study the effects of Online Social Network (OSN) activity on real-world offline
events, researchers need access to OSN data, the reliability of which has particular …

Exploring the effect of streamed social media data variations on social network analysis

D Weber, M Nasim, L Mitchell, L Falzon - Social Network Analysis and …, 2021 - Springer
To study the effects of online social network (OSN) activity on real-world offline events,
researchers need access to OSN data, the reliability of which has particular implications for …

Sampling online social networks with tailored mining strategies

M Arafeh, P Ceravolo, A Mourad… - 2019 Sixth International …, 2019 - ieeexplore.ieee.org
With the vast amount of daily generated data that expands every day, Online Social Network
(OSN) is considered a key source of information for many Big Data applications. Despite …

Towards a standard sampling methodology on online social networks: collecting global trends on Twitter

CA Piña-García, C Gershenson… - Applied network …, 2016 - Springer
One of the most significant current challenges in large-scale online social networks, is to
establish a concise and coherent method aimed to collect and summarize data. Sampling …

OSoMe: the IUNI observatory on social media

CA Davis, GL Ciampaglia, LM Aiello, K Chung… - PeerJ Computer …, 2016 - peerj.com
The study of social phenomena is becoming increasingly reliant on big data from online
social networks. Broad access to social media data, however, requires software …

Representation and analysis of Twitter activity: A dynamic network perspective

L Falzon, C McCurrie, J Dunn - Proceedings of the 2017 IEEE/ACM …, 2017 - dl.acm.org
Online interaction networks are highly dynamic. They provide opportunities to share
information more widely and faster than ever before, but result in rather complicated …

Profiling online social network platforms: Twitter vs. Instagram

V Ayora, F Horita, C Kamienski - 2021 - scholarspace.manoa.hawaii.edu
Abstract Online Social Networks (OSNs) have been increasingly used as a source of
information for different applications, ranging from business, politics, and public services …

Resource efficient algorithms for message sampling in online social networks

L Burchard, DT Schroeder, S Becker… - … Conference on Social …, 2020 - ieeexplore.ieee.org
Sampling the network structure of online social networks is a widely discussed topic as it
enables a wide variety of research in computational social science and associated fields …

Analyzing users' activity in online social networks over time through a multi-agent framework

E del Val, C Martínez, V Botti - Soft Computing, 2016 - Springer
The number of people and organizations using online social networks as a new way of
communication is continually increasing. Messages that users write in networks and their …

Social Network Analysis Visualization Tools: A Comparative Review

S Majeed, M Uzair, U Qamar… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Social network analysis helps analysts to study the relationships among different nodes of a
network and get valuable insights. The common output of social networks analysis is …