Semi-supervised user geolocation via graph convolutional networks

A Rahimi, T Cohn, T Baldwin - arXiv preprint arXiv:1804.08049, 2018 - arxiv.org
Social media user geolocation is vital to many applications such as event detection. In this
paper, we propose GCN, a multiview geolocation model based on Graph Convolutional …

Cloud storage as the infrastructure of cloud computing

J Wu, L Ping, X Ge, Y Wang, J Fu - … International conference on …, 2010 - ieeexplore.ieee.org
As an emerging technology and business paradigm, Cloud Computing has taken
commercial computing by storm. Cloud computing platforms provide easy access to a …

An overview of microblog user geolocation methods

X Luo, Y Qiao, C Li, J Ma, Y Liu - Information processing & management, 2020 - Elsevier
Geographical locations of microblog users are essential for user profiling, event localization
and target advertising, to name a few. Automatic identification of user locations from the …

[HTML][HTML] CovidSens: a vision on reliable social sensing for COVID-19

MT Rashid, D Wang - Artificial intelligence review, 2021 - Springer
With the spiraling pandemic of the Coronavirus Disease 2019 (COVID-19), it has becoming
inherently important to disseminate accurate and timely information about the disease. Due …

A distributed frequent itemset mining algorithm using Spark for Big Data analytics

F Zhang, M Liu, F Gui, W Shen, A Shami, Y Ma - Cluster Computing, 2015 - Springer
Frequent itemset mining is an essential step in the process of association rule mining.
Conventional approaches for mining frequent itemsets in big data era encounter significant …

Twitter user geolocation based on heterogeneous relationship modeling and representation learning

Y Qiao, X Luo, J Ma, M Zhang, C Li - Information Sciences, 2023 - Elsevier
Twitter user geolocation has been garnering considerable attention from academia. Due to
the complexity of the Twitter data, the user geolocation performance is limited for some user …

Group-based latent dirichlet allocation (group-lda): Effective audience detection for books in online social media

P Zhang, H Gu, M Gartrell, T Lu, D Yang, X Ding… - Knowledge-Based …, 2016 - Elsevier
Most current book recommendation and marketing strategies in online social media are
implemented by creating topics or posting advertisements for the brand. They do not …

Social ties and checkin sites: Connections and latent structures in Location Based Social Networks

SB Kylasa, G Kollias, A Grama - Proceedings of the 2015 IEEE/ACM …, 2015 - dl.acm.org
Location Based Social Networks (LBSNs) integrate location-based facilities with social
connectivity for delivering a variety of services, enhancing user experience …

Behavior prediction using an improved Hidden Markov Model to support people with disabilities in smart homes

E Wu, P Zhang, T Lu, H Gu, N Gu - 2016 IEEE 20th …, 2016 - ieeexplore.ieee.org
Smart environment has been evolved as a hot research topic with the development of
machine learning algorithms and wireless communication technologies. Existing smart …

An adaptive scheduling algorithm for heterogeneous Hadoop systems

J Han, Z Yuan, Y Han, C Peng, J Liu… - 2017 IEEE/ACIS 16th …, 2017 - ieeexplore.ieee.org
The MapReduce framework and its open source implementation Hadoop have established
themselves as one of the most polular large data sets analyzers. They are widely used by …