Recent advances and challenges in mobile big data

E Ahmed, I Yaqoob, IAT Hashem… - IEEE …, 2018 - ieeexplore.ieee.org
The unabated flurry of research activities dedicated to gaining business insights from a flood
of data generated by heterogeneous mobile sources, such as the Internet of Vehicles …

Exploring the inner loops of the circular economy: Replacement, repair, and reuse of mobile phones in Austria

H Wieser, N Tröger - Journal of Cleaner Production, 2018 - Elsevier
The'circular economy'paradigm is taking hold in the mobile phone sector as a solution to
increasing resource use. This paper explores three dimensions of the consumption of …

Towards the adoption of machine learning-based analytical tools in digital marketing

A Miklosik, M Kuchta, N Evans, S Zak - Ieee Access, 2019 - ieeexplore.ieee.org
Exponential technological expansion creates opportunities for competitive advantage by
applying new data-oriented approaches to digital marketing practices. Machine learning …

Survey of wireless big data

L Qian, J Zhu, S Zhang - Journal of Communications and …, 2017 - ieeexplore.ieee.org
Wireless big data describes a wide range of massive data that is generated, collected and
stored in wireless networks by wireless devices and users. While these data share some …

A conceptual analysis of machine learning towards digital marketing transformation

A Sharma, S Poojitha, A Saxena… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
Man-made brainpower has been underexplored. Machines with profound learning skills can
take advanced showcasing higher than ever with their Man-made consciousness having a …

Three-stage churn management framework based on DCN with asymmetric loss

X Wen, Y Wang, X Ji, MK Traoré - Expert Systems with Applications, 2022 - Elsevier
Customer retention is always a hot topic in customer relationship management, and
machine learning is widely used in this area. However, existing researches focus on …

The augmenting effects of artificial intelligence on marketing performance

J Chen - 2019 - scholarworks.utep.edu
This study explores the antecedents and consequences of firm's artificial intelligence (AI)
adoption. Based on technology-organization-environment (TOE) framework and institutional …

Big data enabled anomaly user detection in mobile wireless networks

J Ma, S Lin - 2019 IEEE 5th International Conference on …, 2019 - ieeexplore.ieee.org
With the rapid development of the mobile Internet and the Internet of Things (IoT), mobile
data traffic has been exploded. Wireless communication networks have entered the era of …

Empirical study on taxi's mobility nature in dense urban area

Z Qiu, S Zhang, W Zhou, S Yu - IEEE INFOCOM 2018-IEEE …, 2018 - ieeexplore.ieee.org
Vehicular mobility statistics including vehicle velocity, relative velocity and link duration
between vehicles may impact greatly on V2V communications and networking but existing …

Parallel channel over wide spectrum: Modeling-, mining-, and matching-based transmission optimization

C Gong, Z Xu, J Zhu - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
We address the matching-based communication system optimization over parallel channels
in wide spectrum. The dimension of the logarithm channel link gain vector can be reduced …