A survey of online data-driven proactive 5G network optimisation using machine learning

B Ma, W Guo, J Zhang - IEEE access, 2020 - ieeexplore.ieee.org
In the fifth-generation (5G) mobile networks, proactive network optimisation plays an
important role in meeting the exponential traffic growth, more stringent service requirements …

Understanding the power of opinion leaders' influence on the diffusion process of popular mobile games: Travel Frog on Sina Weibo

Z Wang, H Liu, W Liu, S Wang - Computers in Human Behavior, 2020 - Elsevier
As mobile games are growing in acceptance for players, several theories stress the
importance of opinion leaders' influence on game adoption. Opinion leaders who exert a …

Analysis of epidemic outbreaks in two-layer networks with different structures for information spreading and disease diffusion

KMA Kabir, J Tanimoto - … in Nonlinear Science and Numerical Simulation, 2019 - Elsevier
A two-layer susceptible-infected-recovered/unaware-aware (SIR-UA) epidemic model is
presented to analyze the effect of different heterogeneous networks in a population …

User behavior mining on social media: a systematic literature review

RM Safari, AM Rahmani, SH Alizadeh - Multimedia Tools and Applications, 2019 - Springer
User behavior mining on Social Media (UBMSM) is the process of representing, analyzing,
and extracting operational and behavioral patterns from user behavioral data in social …

Information diffusion nonlinear dynamics modeling and evolution analysis in online social network based on emergency events

X Liu, D He, C Liu - IEEE Transactions on Computational …, 2019 - ieeexplore.ieee.org
A nonlinear dynamic emergency public event information diffusion system and mathematical
model for public events are proposed based on the propagation dynamics. First, public …

Social tie-driven content priority scheme for D2D communications

Z Zhang, L Wang - Information Sciences, 2019 - Elsevier
Priority scheduling is an efficient way to support the high-rate content transmission, and user
subjectivity plays an important role in D2D communications. The previous priority schemes …

Reemergence modeling of intelligent information diffusion in heterogeneous social networks: the dynamics perspective

Y Yi, Z Zhang, LT Yang, C Gan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the popularity of social networks, tremendous information flows are generated due to
frequency social interactions. How information disseminates over social networks has …

A double auction scheme of resource allocation with social ties and sentiment classification for Device-to-Device communications

Z Zhang, Z Wang, C Gan, P Zhang - Computer networks, 2019 - Elsevier
Resource allocation is an important way to solve the problem of the lack of spectrum
resources, and humanity plays a key role in the communication quality of Device-to-Device …

[HTML][HTML] Exploring coevolution of emotional contagion and behavior for microblog sentiment analysis: A deep learning architecture

Q Zhang, Z Zhang, M Yang, L Zhu - Complexity, 2021 - hindawi.com
This paper aims to explore coevolution of emotional contagion and behavior for microblog
sentiment analysis. Accordingly, a deep learning architecture (denoted as MSA-UITC) is …

Measuring network rationality and simulating information diffusion based on network structure

H Gong, C Guo, Y Liu - Physica A: Statistical Mechanics and its …, 2021 - Elsevier
The absence of rationality in online public discussions leads to many negative problems,
such as cyber violence, which often causes serious psychological harm to the people …