AI-based mobile context-aware recommender systems from an information management perspective: Progress and directions

M del Carmen Rodríguez-Hernández, S Ilarri - Knowledge-Based Systems, 2021 - Elsevier
Abstract In the Artificial Intelligence (AI) field, and particularly within the area of Machine
Learning (ML), recommender systems have attracted significant research attention. These …

Music information retrieval: Recent developments and applications

M Schedl, E Gómez, J Urbano - Foundations and Trends® in …, 2014 - nowpublishers.com
We provide a survey of the field of Music Information Retrieval (MIR), in particular paying
attention to latest developments, such as semantic auto-tagging and user-centric retrieval …

Context-aware mobile music recommendation for daily activities

X Wang, D Rosenblum, Y Wang - Proceedings of the 20th ACM …, 2012 - dl.acm.org
Existing music recommendation systems rely on collaborative filtering or content-based
technologies to satisfy users' long-term music playing needs. Given the popularity of mobile …

Context-aware recommender systems: From foundations to recent developments

G Adomavicius, K Bauman, A Tuzhilin… - Recommender systems …, 2021 - Springer
The importance of contextual information has been recognized by researchers and
practitioners in many disciplines, including e-commerce, personalization, information …

On effective location-aware music recommendation

Z Cheng, J Shen - ACM Transactions on Information Systems (TOIS), 2016 - dl.acm.org
Rapid advances in mobile devices and cloud-based music service now allow consumers to
enjoy music anytime and anywhere. Consequently, there has been an increasing demand in …

Context aware recommender systems: A novel approach based on matrix factorization and contextual bias

M Casillo, BB Gupta, M Lombardi, A Lorusso… - Electronics, 2022 - mdpi.com
In the world of Big Data, a tool capable of filtering data and providing choice support is
crucial. Recommender Systems have this aim. These have evolved further through the use …

A survey on context-aware vehicular network applications

H Vahdat-Nejad, A Ramazani, T Mohammadi… - Vehicular …, 2016 - Elsevier
Transportation is considered as one of the main human needs in any country for macro-level
planning. Due to increased production of vehicles, problems and issues associated with …

The neglected user in music information retrieval research

M Schedl, A Flexer, J Urbano - Journal of Intelligent Information Systems, 2013 - Springer
Personalization and context-awareness are highly important topics in research on Intelligent
Information Systems. In the fields of Music Information Retrieval (MIR) and Music …

From selling songs to engineering experiences: exploring the competitive strategies of music streaming platforms

BJ Hracs, J Webster - Journal of Cultural Economy, 2021 - Taylor & Francis
Economic, cultural, social, and political life is being increasingly shaped by digital platforms
including social networking sites (Facebook), streaming services (Netflix) and sharing …

Context-aware recommender systems in mobile environment: On the road of future research

IB Sassi, S Mellouli, SB Yahia - Information Systems, 2017 - Elsevier
Recommender systems have recently been singled out as a fascinating area of research,
owing to the technological progress in mobile devices, such as smartphones and tablets, as …