Structural hole theory in social network analysis: A review

Z Lin, Y Zhang, Q Gong, Y Chen… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Social networks now connect billions of people around the world, where individuals
occupying different positions often represent different social roles and show different …

Social relations and methods in recommender systems: A systematic review

D Medel, C González-González, SV Aciar - 2022 - reunir.unir.net
With the constant growth of information, data sparsity problems, and cold start have become
a complex problem in obtaining accurate recommendations. Currently, authors consider the …

Flexible compression of big data

C Leung, F Jiang, Y Zhang - Proceedings of the 2019 IEEE/ACM …, 2019 - dl.acm.org
High volumes of valuable data and information can be easily collected in the current era of
big data. As rich and constant sources of big data, an incredible amount of people from …

Efficient and flexible compression of very sparse networks of big data

CK Leung, F Jiang, Y Zhang - Big Data and Social Media Analytics …, 2021 - Springer
In the current era of big data, huge amounts of valuable data and information have been
generated and collected at a very rapid rate from a wide variety of rich data sources. Social …

[HTML][HTML] Exploiting weak ties in incomplete network datasets using simplified graph convolutional neural networks

NH Bidoki, AV Mantzaris, G Sukthankar - Machine Learning and …, 2020 - mdpi.com
This paper explores the value of weak-ties in classifying academic literature with the use of
graph convolutional neural networks. Our experiments look at the results of treating weak …

Finding reinforced structural hole spanners in social networks via node embedding

M Li, F Huang, J Peng - Intelligent Data Analysis, 2023 - content.iospress.com
Identifying structural hole spanners that benefit from acting as bridges between communities
is a core study in social network analysis. Existing methods for identification mainly focus on …

Constructing territorial development with local actors: dairy producers and their relationship with university knowledge

HF Llanez Anaya - Development in Practice, 2022 - Taylor & Francis
This article presents a case study on how dairy producers and a university are connected to
generate territorial development in a municipality. The field of study along with in-depth semi …

Network ties and their effect on employee collaboration in enterprise social networks

S Kochar - 2021 - eprints.qut.edu.au
There has been a rapid growth and widespread adoption of social media technologies
across all industries. Despite the growing importance of enterprise social networks (ESN) …

Social Relations and Methods in Recommender Systems: A Systematic Review

DA Medel Canales, CS González González, SV Aciar - 2021 - ri.conicet.gov.ar
With the constant growth of information, data sparsity problems, and cold start have become
a complex problem in obtaining accurate recommendations. Currently, authors consider the …

Stochastic Sampling and Machine Learning Techniques for Social Media State Production

N Hajiakhoond Bidoki - 2020 - stars.library.ucf.edu
The rise in the importance of social media platforms as communication tools has been both
a blessing and a curse. For scientists, they offer an unparalleled opportunity to study human …