Big data analytics meets social media: A systematic review of techniques, open issues, and future directions

SB Abkenar, MH Kashani, E Mahdipour… - Telematics and …, 2021 - Elsevier
Abstract Social Networking Services (SNSs) connect people worldwide, where they
communicate through sharing contents, photos, videos, posting their first-hand opinions …

Multimedia big data analytics: A survey

S Pouyanfar, Y Yang, SC Chen, ML Shyu… - ACM computing surveys …, 2018 - dl.acm.org
With the proliferation of online services and mobile technologies, the world has stepped into
a multimedia big data era. A vast amount of research work has been done in the multimedia …

Detection and veracity analysis of fake news via scrapping and authenticating the web search

DK Vishwakarma, D Varshney, A Yadav - Cognitive Systems Research, 2019 - Elsevier
Social media has become a part of our day-to-day life and has become one of the significant
sources of information. Most of the information available on social media is in the form of …

Cost-aware multimedia data allocation for heterogeneous memory using genetic algorithm in cloud computing

K Gai, L Qiu, H Zhao, M Qiu - IEEE transactions on cloud …, 2016 - ieeexplore.ieee.org
Recent expansions of Internet-of-Things (IoT) applying cloud computing have been growing
at a phenomenal rate. As one of the developments, heterogeneous cloud computing has …

Big data analytics and big data science: a survey

Y Chen, H Chen, A Gorkhali, Y Lu, Y Ma… - Journal of Management …, 2016 - Taylor & Francis
Big data has attracted much attention from academia and industry. But the discussion of big
data is disparate, fragmented and distributed among different outlets. This paper conducts a …

A framework of fake news detection on web platform using ConvNet

DK Vishwakarma, P Meel, A Yadav, K Singh - Social Network Analysis and …, 2023 - Springer
Social media and web have become popular platforms of information sharing, knowledge
gathering, expressing sentiments, perceiving choices regarding products and services …

Differentially private online learning for cloud-based video recommendation with multimedia big data in social networks

P Zhou, Y Zhou, D Wu, H Jin - IEEE transactions on multimedia, 2016 - ieeexplore.ieee.org
With the rapid growth in multimedia services and the enormous offers of video content in
online social networks, users have difficulty in obtaining their interests. Therefore, various …

Multi-clue reconstruction of sharing chains for social media images

S Verde, C Pasquini, F Lago, A Goller… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The amount of multimedia content shared everyday, combined with the level of realism
reached by recent fake-generating technologies, threatens to impair the trustworthiness of …

Overlapping community detection for multimedia social networks

F Huang, X Li, S Zhang, J Zhang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Finding overlapping communities from multimedia social networks is an interesting and
important problem in data mining and recommender systems. However, extant overlapping …

Learning from the Past: Fast NAS for Tasks and Datasets

M Cheung - ACM Transactions on Multimedia Computing …, 2023 - dl.acm.org
Nowadays, with the advancement of technology, many retail companies require in-house
data scientist teams to build machine learning tasks, such as user segmentation and item …