Smartphone app usage analysis: datasets, methods, and applications
As smartphones have become indispensable personal devices, the number of smartphone
users has increased dramatically over the last decade. These personal devices, which are …
users has increased dramatically over the last decade. These personal devices, which are …
Personalized advertising computational techniques: A systematic literature review, findings, and a design framework
I Viktoratos, A Tsadiras - Information, 2021 - mdpi.com
This work conducts a systematic literature review about the domain of personalized
advertisement, and more specifically, about the techniques that are used for this purpose …
advertisement, and more specifically, about the techniques that are used for this purpose …
A machine learning approach for solving the frozen user cold-start problem in personalized mobile advertising systems
I Viktoratos, A Tsadiras - Algorithms, 2022 - mdpi.com
A domain that has gained popularity in the past few years is personalized advertisement.
Researchers and developers collect user contextual attributes (eg, location, time, history …
Researchers and developers collect user contextual attributes (eg, location, time, history …
Where did my 256 gb go? a measurement analysis of storage consumption on smart mobile devices
This work presents the first-ever detailed and large-scale measurement analysis of storage
consumption behavior of applications (apps) on smart mobile devices. We start by carrying …
consumption behavior of applications (apps) on smart mobile devices. We start by carrying …
(m) ad to see me? intelligent advertisement placement: Balancing user annoyance and advertising effectiveness
Advertising is an unavoidable albeit a frustrating part of mobile interactions. Due to limited
form factor, mobile advertisements often resort to intrusive strategies where they temporarily …
form factor, mobile advertisements often resort to intrusive strategies where they temporarily …
Capitalizing on the promise of ad prefetching in real-world mobile systems
Y Wang, Y Li, T Lan - … Conference on Mobile Ad Hoc and …, 2017 - ieeexplore.ieee.org
In cellular networks, tail states are designed for a tradeoff between energy efficiency and
latency. However, the energy consumed during tail states becomes a huge energy drainer …
latency. However, the energy consumed during tail states becomes a huge energy drainer …
Click sequence prediction in Android mobile applications
Predicting a click sequence in mobile applications improves the user experience in various
ways. By predicting which button will be clicked next, one can predict how the application …
ways. By predicting which button will be clicked next, one can predict how the application …
[LIBRO][B] Temporality of Political Content Exposure via Smartphone Screens: A Computational Description of Rapidity and Idiosyncrasy
DL Muise - 2022 - search.proquest.com
This dissertation provides a computational description of the rapid and idiosyncratic nature
of exposure to political content in the smartphone environment, in order to critically address …
of exposure to political content in the smartphone environment, in order to critically address …
Identification, Impacts, and Opportunities of Three Common Measurement Considerations when using Digital Trace Data
Cataloguing specific URLs, posts, and applications with digital traces is the new best
practice for measuring media use and content consumption. Despite the apparent accuracy …
practice for measuring media use and content consumption. Despite the apparent accuracy …
Mobile application usage concentration in a multidevice world
Mobile applications are a ubiquitous part of modern mobile devices. However the
concentration of mobile application usage has been primarily studied only in the …
concentration of mobile application usage has been primarily studied only in the …