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Content-Based Playlist Generation: Exploratory Experiments

Beth Logan
2002 Zenodo  
We previously found that this measure is useful for playlist generation, content-based copyright detection and music visualization.  ...  A network flow model for playlist generation. In , Tokyo, Japan, 2001. [2] B. Logan and A. Salomon. A content-based music similarity function.  ... 
doi:10.5281/zenodo.1418061 fatcat:w4qcrdv6nbdqdpvgfmvykxlpcy

Moments of Truth with Conversational Agents: An Exploratory Quest for the Relevant Experiences of Alexa Users

Esther Marlene Goernemann, Sarah Spiekermann
2020 European Conference on Information Systems  
Recently, the concept has found recognition with large tech corporations that seek to influence customer experience at the earliest possible stages of system usage.  ...  The grouping of emotional system experiences around certain value qualities allowed us to capture truth formation through feature experience, and to identify the greater themes of meaning-contents that  ...  This holistic, bottom-up approach is crucial to generate a full picture of gradually evolving user experiences in the natural setting.  ... 
dblp:conf/ecis/GoernemannS20 fatcat:j4buelekrba6nocdoia7meqdq4

How Voice Interface Influences Users' Music Experience : An Exploratory Study Using YouTube Videos
음성 인터페이스에서의 음악 서비스 사용행태 및 인터랙션에 관한 탐색적연구 : 유튜브 영상 분석을 기반으로

Yuin Jeong, Juho Lee, Saenanseul Kim, Younah Kang
2020 Archives of Design Research  
They created a dedicated playlist on Spotify called 'Woordenschat', and it's now the second most popular playlist in the Netherlands.  ...  "The EU has a once-in-a-generation opportunity to ensure rights holders have the tools to effectively license and protect their content.  ...  Evans is one of a new generation of Warner Music Nashville international priority acts.  ... 
doi:10.15187/adr.2020.02.33.1.165 fatcat:y7ko3vkpmnhgbigl6bw5wsxt7e

Automatic generation of video narratives from shared UGC

Vilmos Zsombori, Michael Frantzis, Rodrigo Laiola Guimaraes, Marian Florin Ursu, Pablo Cesar, Ian Kegel, Roland Craigie, Dick C.A. Bulterman
2011 Proceedings of the 22nd ACM conference on Hypertext and hypermedia - HT '11  
This paper introduces an evaluated approach to the automatic generation of video narratives from user generated content gathered in a shared repository.  ...  In the context of social events, end-users record video material with their personal cameras and upload the content to a common repository.  ...  Regarding their interaction with the MyVideos system, we conducted an exploratory study.  ... 
doi:10.1145/1995966.1996009 dblp:conf/ht/ZsomboriFGUCKCB11 fatcat:btff4perubfv7heg26bzlr3iwq

Generating Consensus Explanations for Group Recommendations

Shabnam Najafian, Nava Tintarev
2018 Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization - UMAP '18  
Next, using these algorithms we generated explanations in a layered evaluation using synthetic data.  ...  This paper presents an approach for generating explanations for groups. We propose algorithms for selecting a sequence of songs for a group to consume.  ...  The ratings could be potentially the output prediction of any recommendation algorithm, such as Collaborative Filtering, Content-based filtering and so on.  ... 
doi:10.1145/3213586.3225231 dblp:conf/um/NajafianT18 fatcat:mvyuqymrqvfnlgnw4hqzwdnxka

Augmenting Music Listening Experiences on Voice Assistants

Morteza Behrooz, Sarah Mennicken, Jennifer Thom, Rohit Kumar, Henriette Cramer
2019 Zenodo  
We present an approach to dynamically augment the voice-based music experience with background information using story generation techniques.  ...  Our findings indicate that augmentation can have positive effects on voice-based music experiences, given the right user context and mindset.  ...  To better support an exploratory mindset for discovering music, we introduce a method that uses story generation techniques to augment the voice-based music experience with relevant background information  ... 
doi:10.5281/zenodo.3527803 fatcat:6kdcmlrndzglne6j4fjzwv66s4

Efficient Online Learning to Rank for Sequential Music Recommendation

Pedro Dalla Vecchia Chaves, Bruno L. Pereira, Rodrygo L. T. Santos
2022 Proceedings of the ACM Web Conference 2022  
One notable component of these services are playlists, which can be dynamically generated in a sequential manner based on the user's feedback during a listening session.  ...  The first proposed methods were based on classical recommendation techniques, such as collaborative [15] and content-based [9, 25] filtering.  ...  Automatic Playlist Generation The task of generating a playlist of songs can be performed manually or in an automated fashion [6] .  ... 
doi:10.1145/3485447.3512116 fatcat:2tjnrrvzwfgzvflqdts35xhtmq

A Brief Look at Generalization in Visual Meta-Reinforcement Learning [article]

Safa Alver, Doina Precup
2020 arXiv   pre-print
In this paper, we assess the generalization performance of these algorithms by leveraging high-dimensional, procedurally generated environments.  ...  However, there has been no similar study that evaluated the generalization performance of algorithms that were specifically designed for generalization, i.e. meta-reinforcement learning algorithms.  ...  These works use procedural content generation to evaluate generalization in regular RL algorithms.  ... 
arXiv:2006.07262v3 fatcat:7zkmbze76vb7rjl4vd4judrqyu

Mental health information online: what we have learned from social media metrics in BuzzFeed's Mental Health Week

Thais Martini, Leticia S. Czepielewski, Daniel Prates Baldez, Emma Gliddon, Christian Kieling, Lesley Berk, Michael Berk, Marcia Kauer-Sant'Anna
2018 Trends in Psychiatry and Psychotherapy  
Information may be more effective in reaching the audience if it is delivered in more than one media and includes personal experiences, some humor in content and detailed information about treatment.  ...  Methods We extracted social media metrics from the 20 posts with the highest number of BuzzFeed interactions on the BFMHW website and from 41 videos available on the BFMHW playlist created by the BuzzFeed  ...  To evaluate a variety of components of content, we examined the content of website posts and of YouTube videos based on the features described above.  ... 
doi:10.1590/2237-6089-2018-0023 pmid:30156651 fatcat:cxvmv3f2tbhonob7353rzuy6y4

An intelligent and generic approach for detecting human emotions: a case study with facial expressions

Leandro Y. Mano, Bruno S. Faiçal, Vinícius P. Gonçalves, Gustavo Pessin, Pedro H. Gomes, André C. P. L. F. de Carvalho, Jó Ueyama
2019 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
In order to do this, we also designed a generic model that accepts any kind of interaction or persuasion mechanism (e.g., preferred YouTube channel videos, games, etc.) to be deployed at runtime based  ...  We showed that the approach based on a genetic algorithm for the weight assignment of the ensemble achieved an accuracy average of 80%.  ...  Based on our generic proposal, we presented an application of music player for the detection of emotions and interaction based on the user's face.  ... 
doi:10.1007/s00500-019-04411-7 fatcat:pu35yg42z5gtvfxymnp6z6wqly

Design And Evaluation Of A Probabilistic Music Projection Interface

Beatrix Vad, Daniel Boland, John Williamson, Roderick Murray-Smith, Peter Berg Steffensen
2015 Zenodo  
Playlist generation is enabled with a rectangular marquee and path selection. Elevations are based on the density of songs in the locality, so clustered songs form islands with mountains.  ...  Both groups generated more playlists in week 1 than in week 2, as they explored the system.  ... 
doi:10.5281/zenodo.1416670 fatcat:emxdelj2qzholk3ga5rb4znppu

Playsom And Pocketsomplayer, Alternative Interfaces To Large Music Collections

Robert Neumayer, Michael Dittenbach, Andreas Rauber
2005 Zenodo  
Regarding intelligent playlist generation, an exploratory study using an audio similarity measure to create a trajectory through a graph of music tracks is reported in Logan (2002) .  ...  of music for an even more sophisticated playlist generation.  ... 
doi:10.5281/zenodo.1414817 fatcat:gea7rx33l5awfe3plr2tv4vi7a

Generic Digital Equity Model in Education: Mobile-Assisted Personalized Learning (MAPL) through e-Modules

Sheng Jia Song, Kim Hua Tan, Mohd Mahzan Awang
2021 Sustainability  
Such learning gives p ple social experiences. Generally speaking, MAPL in distance learning has much pot tial.  ...  Such learning gives people social experiences. Generally speaking, MAPL in distance learning has much potential.  ... 
doi:10.3390/su131911115 fatcat:e76e2iqkw5aclizjecafcfw5q4

Exploring the inbound and outbound strategies enabled by user generated big data: Evidence from leading smartphone applications

Daniel Trabucchi, Tommaso Buganza, Claudio Dell'Era, Elena Pellizzoni
2017 Creativity and Innovation Management  
Digital technologies are expanding the span of opportunities in this direction, gathering a huge amount and variety of data while the end user enjoy a digital product, these data can be named as User Generated  ...  Open source software, such as Linux or Firefox, and digital platforms based on user-generated content, such as Wikipedia or YouTube, represent just few examples of UDIs.  ...  This research doesn't mean to be exhaustive, but has an exploratory intent, indeed it is based on a small and convenient sample and leverages data gathered mainly through secondary sources.  ... 
doi:10.1111/caim.12241 fatcat:5bjnb2oghjb7vc7i7g7p5rf77a

Big Data Analytics: A Spotify Case Study

Suraj Ingle
2021 International Journal for Research in Applied Science and Engineering Technology  
Keywords: Big Data, Data Analytics, Customer Satisfaction, Exploratory Data Analysis  ...  In order for the platform to be able to personalise these playlists, it has to pay close attention to both the tracks that users stream and how they engage with each tune in general. C.  ...  Continuously Updating its System The freedom to explore the site's well-known playlists helps the platform to generate data from an additional hundred million or more users, which is particularly beneficial  ... 
doi:10.22214/ijraset.2021.38702 fatcat:or75phegvzaaljpvk7zbkrbhky
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