Social-energy-aware user clustering for content sharing based on D2D multicast communications

L Yang, D Wu, S Xu, G Zhang, Y Cai - IEEE Access, 2018 - ieeexplore.ieee.org
user clustering scheme to maximize the energy efficiency of the D2D multicast network for
content sharing. … a novel user clustering problem for a D2D multicast content sharing scenario, …

Content-aware user clustering and caching in wireless small cell networks

MS ElBamby, M Bennis, W Saad… - 2014 11th …, 2014 - ieeexplore.ieee.org
… , the problem of content-aware user clustering and content caching in wireless … clustering
algorithm is proposed grouping users with similar content popularity to associate similar users

Explainable user clustering in short text streams

Y Zhao, S Liang, Z Ren, J Ma, E Yilmaz… - Proceedings of the 39th …, 2016 - dl.acm.org
… Unlike previous work, we focus on clustering users at a … multinomial Dirichlet mixture user
clustering topic model, UCT for … , existing content-based user clustering algorithms work with …

Learning-based user clustering and link allocation for content recommendation based on D2D multicast communications

L Yang, D Wu, Y Cai, X Shi, Y Wu - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Within one cluster, one target user is selected as the cluster … to the other target users in the
same cluster via D2D multicast … refer to cluster formation and CH selection as user clustering. …

Exploiting social-interest interactions on user clustering and content dissemination in device-to-device communications

Z Wu, L Wang, G Araniti, Z Han - 2015 IEEE/CIC International …, 2015 - ieeexplore.ieee.org
… In this paper, we have proposed a CRP based D2D user clustering scheme which has
considered communication condition factors, social ties and interest similarity simultaneously. …

Joint content replication and request routing for social video distribution over cloud CDN: A community clustering method

H Hu, Y Wen, TS Chua, J Huang… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… In this paper, we propose to cluster social users with social relationships, close geo-… CDN
nodes or content source. Considering the fact that social users within a community may come …

Profiling users in a 3g network using hourglass co-clustering

R Keralapura, A Nucci, ZL Zhang, L Gao - Proceedings of the sixteenth …, 2010 - dl.acm.org
… It can also provide valuable insights about how to enhance mobile user experience by
providing dynamic content personalization and recommendation, or location-aware services. In …

Affinity-based user clustering for efficient edge caching in content-centric cellular networks

AV Ribeiro, LN Sampaio… - 2018 IEEE Symposium on …, 2018 - ieeexplore.ieee.org
… In this paper, we propose a user clustering scheme that takes advantage of the affinity among
users with respect to frequency of content requisition and common interest for content for a …

Community clustering based on trust modeling weighted by user interests in online social networks

F Ullah, S Lee - Chaos, Solitons & Fractals, 2017 - Elsevier
… and the content experienced in the social network. Second, we clustered the users in the
trust weighted by user interest modeled network; this grouped the users with higher trust and …

Inferring dynamic user interests in streams of short texts for user clustering

S Liang, Z Ren, Y Zhao, J Ma, E Yilmaz… - ACM Transactions on …, 2017 - dl.acm.org
… mixture user clustering topic model (UCT) to tackle the problem of dynamic user clustering
in … To the best of our knowledge, existing content-based user clustering algorithms work with …