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Statistical models of music-listening sessions in social media

Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, Nataša Milić-Frayling
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
In this paper we show how to define statistical models of different complexity to describe patterns of song listening in an online music community.  ...  User experience in social media involves rich interactions with the media content and other participants in the community.  ...  of the paper.  ... 
doi:10.1145/1772690.1772794 dblp:conf/www/ZhelevaGRM10 fatcat:7zng3lebh5cdpjj4j4lclsnowi

Taste or Addiction?: Using Play Logs to Infer Song Selection Motivation [chapter]

Kosetsu Tsukuda, Masataka Goto
2017 Lecture Notes in Computer Science  
Based on this assumption, in this paper, we propose a probabilistic model to analyze people's music listening behavior. Our main contributions are threefold.  ...  First, to the best of our knowledge, this is the first study modeling music listening behavior by taking into account the influence of addiction to artists.  ...  Acknowledgements This work was supported in part by ACCEL, JST.  ... 
doi:10.1007/978-3-319-57529-2_56 fatcat:fumiszxv45hkhjhtphojrw2wze

The Effect of Rap/Hip-Hop Music on Young Adult Smoking: An Experimental Study

Zeena Harakeh, Tom F.M. Ter Bogt
2018 Substance Use & Misuse  
Acknowledgements We thank the undergraduate and graduate students for helping with the selection of the music songs and collection of the data.  ...  Declaration of interest Both authors declare they have no conflicts of interest.  ...  According to the Media Practice Model there is an interactive influence between media and individuals; young people with certain personality characteristics, within certain social contexts select media  ... 
doi:10.1080/10826084.2018.1436565 pmid:29452016 fatcat:4gz6grzjcfd7jajxzjz2adohda

Improving Music Recommendation in Session-Based Collaborative Filtering by Using Temporal Context

Ricardo Dias, Manuel J. Fonseca
2013 2013 IEEE 25th International Conference on Tools with Artificial Intelligence  
In this work, we explore the usage of temporal context and session diversity in Session-based Collaborative Filtering techniques for music recommendation.  ...  We compared two techniques to capture the users' listening patterns over time: one explicitly extracts temporal properties and session diversity, to group and compare the similarity of sessions; the other  ...  In [8] , the authors presented a novel and improved statistical model for characterizing user preferences in consuming social media content.  ... 
doi:10.1109/ictai.2013.120 dblp:conf/ictai/DiasF13 fatcat:jp7okcj2fzd4lh7t5gjjbr5efi

Music interaction research in HCI

Lassi Liikkanen, Christopher Amos, Sally Jo Cunningham, J. Stephen Downie, David McDonald
2012 Proceedings of the 2012 ACM annual conference extended abstracts on Human Factors in Computing Systems Extended Abstracts - CHI EA '12  
The ubiquity of music consumption is overarching. Statistics for digital music sales, streaming video videos, computer games, and illegal sharing all speak of a huge interest in the content.  ...  However, there is an amazing lack of public knowledge about everyday music interaction. This panel discusses the state of music interaction as a part of digital media research.  ...  The questions should go beyond the themes of this panel, e.g. music in social networks [15] or in virtual economies.  ... 
doi:10.1145/2212776.2212401 dblp:conf/chi/LiikkanenACDM12 fatcat:qhgftb5c4jeqlhidhlpowqn6ba

A SYSTEMATIC REVIEW OF SCIENTIFIC STUDIES ON THE EFFECTS OF MUSIC IN PEOPLE WITH OR AT RISK FOR EATING DISORDERS

Francesca Testa, Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK, Sarah Arunachalam, Annie Heiderscheit, Hubertus Himmerich, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom, Department of Music Therapy, Augsburg University, Minneapolis, MN, USA, Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK, South London and Maudsley NHS Foundation Trust, London, UK
2020 Psychiatria Danubina  
They reported on the use of music or music therapy in individuals with or at risk of AN and BN, but not BED. In inpatients with AN, listening to classical music was beneficial to food consumption.  ...  Songwriting and sessions with a Body Monochord helped with the processing of therapeutically relevant topics in AN.  ...  Conflict of interest: None to declare. Contribution of individual authors:  ... 
doi:10.24869/psyd.2020.334 pmid:33370730 fatcat:pouxdlyxxvb3nj2bblgorj2na4

The Effects of Social Media Marketing on Online Consumer Behavior

Simona Vinerean, Iuliana Cetina, Luigi Dumitrescu, Mihai Tichindelean
2013 International Journal of Business and Management  
This paper aims to answer this question based on a study regarding the online activities of 236 social media users, by identifying different types of users, a segmentation of these users and a linear model  ...  In particular, peer communication through social media, a new form of consumer socialization, has profound impacts on consumer decision making and thus marketing strategies.  ...  The respondents do not, therefore, reflect customer attitudes and behaviors related to social media users in other countries.  ... 
doi:10.5539/ijbm.v8n14p66 fatcat:nn73biuzoneo5hwwnjpozmm3ba

If You Like Radiohead, You Might Like This Article

Oscar Celma, Paul Lamere
2011 The AI Magazine  
With the recent dramatic transformations in the world of digital music, a music listener is now just a couple of clicks away from being able to listen to nearly any song that has ever been recorded.  ...  In this article we explore one such tool: music recommendation.  ...  Acknowledgments This work has been partially funded by the Busca-media project (CDTI CEN-20091026).  ... 
doi:10.1609/aimag.v32i3.2363 fatcat:wpnq6gltebch5leyee4rvhqpga

Consequences of the COVID-19 Lockdown in Germany: Effects of Changes in Daily Life on Musical Engagement and Functions of Music

Natalie Alexa Roese, Julia Merrill
2021 International Journal of Environmental Research and Public Health  
During the shutdown in Spring 2020 in Germany, 539 participants took part in an online survey reporting on functions of music listening, attributes of listened music, and active engagement with music,  ...  The importance of in-person engagement with music in people's lives became particularly evident in the connection between worries about further restrictions and the need for live music.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/ijerph181910463 pmid:34639763 fatcat:o3sca55byfgedos6lk6kx74ddm

The Music Streaming Sessions Dataset [article]

Brian Brost, Rishabh Mehrotra, Tristan Jehan
2020 arXiv   pre-print
In order to spur that research, we release the Music Streaming Sessions Dataset (MSSD), which consists of 160 million listening sessions and associated user actions.  ...  This dataset enables research on important problems including how to model user listening and interaction behaviour in streaming, as well as Music Information Retrieval (MIR), and session-based sequential  ...  There are several music listening histories datasets, most of which were crawled from from social media such as last.fm or twitter, however none of these datasets contain user interactions beyond what  ... 
arXiv:1901.09851v2 fatcat:bj7z2edojrg37d6jnbqif4ce5a

Assessing the Social Media Maturity of a Community Radio Station: The Case of Rhodes Music Radio in South Africa

Mudiwa A. Gavaza, Noel J. Pearse
2019 The African journal of information and communication  
This study used a social media maturity model (SMMM), developed from available literature, to assess the social media maturity of a South Africa community radio station, Rhodes Music Radio (RMR).  ...  In addition to outlining the research and its findings, this article makes recommendations for how the station could increase the maturity of its social media use.  ...  This article also draws on the contents of a paper presented by the authors at the World Media Economics and Management Conference, 6-9 May 2018, Cape Town. DOI: https://doi.org/10.23962/10539/28661  ... 
doi:10.23962/10539/28661 fatcat:dvyjrrebgvgydoj3wq7w3y4nxe

Listening factors

Dominikus Baur, Jennifer Büttgen, Andreas Butz
2012 Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems - CHI '12  
In this paper, we present an empirical analysis of long-term music listening histories from the last.fm web service. It gives insight into the most distinguishing factors in music listening behavior.  ...  The analysis especially showed the impact of seasons and a listener's interest in novelty on music choice.  ...  Recommender systems and other personalized systems are also restricted to modeling an abstract listener in a statistical one-size-fits-all approach.  ... 
doi:10.1145/2207676.2208581 dblp:conf/chi/BaurBB12 fatcat:zwyup7z3pba6jmpmbgwu424tye

The uses and gratifications of using Facebook music listening applications

Amanda E. Krause, Adrian C. North, Brody Heritage
2014 Computers in Human Behavior  
uses of music and social media.  ...  Despite rapid adoption of social media as a means of music listening, little is known about users' motivations.  ...  and distribution of music by developing online business models.  ... 
doi:10.1016/j.chb.2014.07.001 fatcat:amxw2yfktjejdeww5mxdi34uqy

Improved Music Perception after Music Therapy following Cochlear Implantation in the Elderly Population

Astrid Magele, Bianca Wirthner, Philipp Schoerg, Marlene Ploder, Georg Mathias Sprinzl
2022 Journal of Personalized Medicine  
Not only did the amount of listening to music increase, but also the impression of sound quality changed from poor up to good/very good sound quality.  ...  Questionnaires were administered before and after ten music therapy sessions, to evaluate the participant's music habits, the perception of sound quality and self-awareness and hearing implant satisfaction  ...  in instruments, tempi, dynamics etc. in cover versions 4 Recognition of unison vs. polyphony Training in discrimination and hearing awareness 4,5 Musical exercises with digital media Additional digital  ... 
doi:10.3390/jpm12030443 pmid:35330442 pmcid:PMC8951547 fatcat:7q4i66mwk5bp5kwuqcpzxxtlvq

The Effects of Music Therapy on Pain in Patients with Neuropathic Pain

Esra Akın Korhan, Meltem Uyar, Can Eyigör, Gülendam Hakverdioğlu Yönt, Serkan Çelik, Leyla Khorshıd
2014 Pain Management Nursing  
Classical Turkish music was played to patients using a media player (MP3) and headphones.  ...  The aim of this study was to investigate the effect of relaxing music on pain intensity in patients with neuropathic pain. A quasi-experimental study, repeated measures design was used.  ...  Acknowledgments We wish to thank all the people who so willingly participated in this study.  ... 
doi:10.1016/j.pmn.2012.10.006 pmid:23375348 fatcat:z4cg5buoojdlxdhhpucwa7qzli
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