Music Recommendation And Discovery

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Music Recommendation and Discovery

Author : Òscar Celma
Publisher : Springer Science & Business Media
ISBN 13 : 3642132871
Total Pages : 202 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Music Recommendation and Discovery by : Òscar Celma

Download or read book Music Recommendation and Discovery written by Òscar Celma and published by Springer Science & Business Media. This book was released on 2010-09-02 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last 15 years we have seen a major transformation in the world of music. - sicians use inexpensive personal computers instead of expensive recording studios to record, mix and engineer music. Musicians use the Internet to distribute their - sic for free instead of spending large amounts of money creating CDs, hiring trucks and shipping them to hundreds of record stores. As the cost to create and distribute recorded music has dropped, the amount of available music has grown dramatically. Twenty years ago a typical record store would have music by less than ten thousand artists, while today online music stores have music catalogs by nearly a million artists. While the amount of new music has grown, some of the traditional ways of ?nding music have diminished. Thirty years ago, the local radio DJ was a music tastemaker, ?nding new and interesting music for the local radio audience. Now - dio shows are programmed by large corporations that create playlists drawn from a limited pool of tracks. Similarly, record stores have been replaced by big box reta- ers that have ever-shrinking music departments. In the past, you could always ask the owner of the record store for music recommendations. You would learn what was new, what was good and what was selling. Now, however, you can no longer expect that the teenager behind the cash register will be an expert in new music, or even be someone who listens to music at all.

Recommender Systems for Medicine and Music

Author : Zbigniew W. Ras
Publisher : Springer Nature
ISBN 13 : 3030664503
Total Pages : 236 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recommender Systems for Medicine and Music by : Zbigniew W. Ras

Download or read book Recommender Systems for Medicine and Music written by Zbigniew W. Ras and published by Springer Nature. This book was released on 2021-04-07 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music recommendation systems are becoming more and more popular. The increasing amount of personal data left by users on social media contributes to more accurate inference of the user’s musical preferences and the same to quality of personalized systems. Health recommendation systems have become indispensable tools in decision making processes in the healthcare sector. Their main objective is to ensure the availability of valuable information at the right time by ensuring information quality, trustworthiness, authentication, and privacy concerns. Medical doctors deal with various kinds of diseases in which the music therapy helps to improve symptoms. Listening to music may improve heart rate, respiratory rate, and blood pressure in people with heart disease. Sound healing therapy uses aspects of music to improve physical and emotional health and well-being. The book presents a variety of approaches useful to create recommendation systems in healthcare, music, and in music therapy.

Collaborative Recommendations: Algorithms, Practical Challenges And Applications

Author : Shlomo Berkovsky
Publisher : World Scientific
ISBN 13 : 9813275367
Total Pages : 736 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Collaborative Recommendations: Algorithms, Practical Challenges And Applications by : Shlomo Berkovsky

Download or read book Collaborative Recommendations: Algorithms, Practical Challenges And Applications written by Shlomo Berkovsky and published by World Scientific. This book was released on 2018-11-30 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recommender systems are very popular nowadays, as both an academic research field and services provided by numerous companies for e-commerce, multimedia and Web content. Collaborative-based methods have been the focus of recommender systems research for more than two decades.The unique feature of the compendium is the technical details of collaborative recommenders. The book chapters include algorithm implementations, elaborate on practical issues faced when deploying these algorithms in large-scale systems, describe various optimizations and decisions made, and list parameters of the algorithms.This must-have title is a useful reference materials for researchers, IT professionals and those keen to incorporate recommendation technologies into their systems and services.

Music Information Retrieval

Author : Markus Schedl
Publisher :
ISBN 13 : 9781601988065
Total Pages : 154 pages
Book Rating : 4.9/5 (88 download)

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Book Synopsis Music Information Retrieval by : Markus Schedl

Download or read book Music Information Retrieval written by Markus Schedl and published by . This book was released on 2014 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music Information Retrieval: Recent Developments and Applications surveys the young but established field of research that is Music Information Retrieval (MIR). In doing so, it pays particular attention to the latest developments in MIR, such as semantic auto-tagging and user-centric retrieval and recommendation approaches. Music Information Retrieval: Recent Developments and Applications starts by reviewing the well-established and proven methods for feature extraction and music indexing, from both the audio signal and contextual data sources about music items, such as web pages or collaborative tags. These in turn enable a wide variety of music retrieval tasks, such as semantic music search or music identification ("query by example"). Subsequently, it elaborates on the current work on user analysis and modeling in the context of music recommendation and retrieval, addressing the recent trend towards user-centric and adaptive approaches and systems. A discussion follows about the important aspect of how various MIR approaches to different problems are evaluated and compared. It concludes with a discussion about the major open challenges facing MIR.

The Cambridge Companion to Music in Digital Culture

Author : Nicholas Cook
Publisher : Cambridge University Press
ISBN 13 : 1107161789
Total Pages : 347 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis The Cambridge Companion to Music in Digital Culture by : Nicholas Cook

Download or read book The Cambridge Companion to Music in Digital Culture written by Nicholas Cook and published by Cambridge University Press. This book was released on 2019-09-19 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital technology has profoundly transformed almost all aspects of musical culture. This book explains how and why.

The Secret History of Rock

Author : Roni Sarig
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The Secret History of Rock by : Roni Sarig

Download or read book The Secret History of Rock written by Roni Sarig and published by . This book was released on 1998 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: To amend the "official" history of Rock, the author focuses on the fascinating history and powerful influence that certain innovative, albeit generally under-appreciated, musicians have had on successive generations of bands. 50 illustrations.

Spotify Teardown

Author : Maria Eriksson
Publisher : MIT Press
ISBN 13 : 0262038900
Total Pages : 287 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Spotify Teardown by : Maria Eriksson

Download or read book Spotify Teardown written by Maria Eriksson and published by MIT Press. This book was released on 2019-02-19 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innovative investigation of the inner workings of Spotify that traces the transformation of audio files into streamed experience. Spotify provides a streaming service that has been welcomed as disrupting the world of music. Yet such disruption always comes at a price. Spotify Teardown contests the tired claim that digital culture thrives on disruption. Borrowing the notion of “teardown” from reverse-engineering processes, in this book a team of five researchers have playfully disassembled Spotify's product and the way it is commonly understood. Spotify has been hailed as the solution to illicit downloading, but it began as a partly illicit enterprise that grew out of the Swedish file-sharing community. Spotify was originally praised as an innovative digital platform but increasingly resembles a media company in need of regulation, raising questions about the ways in which such cultural content as songs, books, and films are now typically made available online. Spotify Teardown combines interviews, participant observations, and other analyses of Spotify's “front end” with experimental, covert investigations of its “back end.” The authors engaged in a series of interventions, which include establishing a record label for research purposes, intercepting network traffic with packet sniffers, and web-scraping corporate materials. The authors' innovative digital methods earned them a stern letter from Spotify accusing them of violating its terms of use; the company later threatened their research funding. Thus, the book itself became an intervention into the ethics and legal frameworks of corporate behavior.

Perspectives in Business Informatics Research

Author : Natalia Aseeva
Publisher : Springer
ISBN 13 : 3642332811
Total Pages : 210 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Perspectives in Business Informatics Research by : Natalia Aseeva

Download or read book Perspectives in Business Informatics Research written by Natalia Aseeva and published by Springer. This book was released on 2012-09-18 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes a collection of selected contributions from the 11th International Conference on Perspectives in Business Informatics Research, BIR 2012, held in Nizhny Novgorod, Russia, in September 2012. The 15 papers presented in this volume were carefully reviewed and selected from 36 submissions. They have been organized in topical sections on: knowledge management and the Semantic Web; business and information systems development; business, people, and systems interoperability; and business intelligence.

Mahout in Action

Author : Sean Owen
Publisher : Simon and Schuster
ISBN 13 : 1638355371
Total Pages : 616 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Mahout in Action by : Sean Owen

Download or read book Mahout in Action written by Sean Owen and published by Simon and Schuster. This book was released on 2011-10-04 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Mahout in Action is a hands-on introduction to machine learning with Apache Mahout. Following real-world examples, the book presents practical use cases and then illustrates how Mahout can be applied to solve them. Includes a free audio- and video-enhanced ebook. About the Technology A computer system that learns and adapts as it collects data can be really powerful. Mahout, Apache's open source machine learning project, captures the core algorithms of recommendation systems, classification, and clustering in ready-to-use, scalable libraries. With Mahout, you can immediately apply to your own projects the machine learning techniques that drive Amazon, Netflix, and others. About this Book This book covers machine learning using Apache Mahout. Based on experience with real-world applications, it introduces practical use cases and illustrates how Mahout can be applied to solve them. It places particular focus on issues of scalability and how to apply these techniques against large data sets using the Apache Hadoop framework. This book is written for developers familiar with Java -- no prior experience with Mahout is assumed. Owners of a Manning pBook purchased anywhere in the world can download a free eBook from manning.com at any time. They can do so multiple times and in any or all formats available (PDF, ePub or Kindle). To do so, customers must register their printed copy on Manning's site by creating a user account and then following instructions printed on the pBook registration insert at the front of the book. What's Inside Use group data to make individual recommendations Find logical clusters within your data Filter and refine with on-the-fly classification Free audio and video extras Table of Contents Meet Apache Mahout PART 1 RECOMMENDATIONS Introducing recommenders Representing recommender data Making recommendations Taking recommenders to production Distributing recommendation computations PART 2 CLUSTERING Introduction to clustering Representing data Clustering algorithms in Mahout Evaluating and improving clustering quality Taking clustering to production Real-world applications of clustering PART 3 CLASSIFICATION Introduction to classification Training a classifier Evaluating and tuning a classifier Deploying a classifier Case study: Shop It To Me

The SAGE International Encyclopedia of Music and Culture

Author : Janet Sturman
Publisher : SAGE Publications
ISBN 13 : 1506353371
Total Pages : 5212 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis The SAGE International Encyclopedia of Music and Culture by : Janet Sturman

Download or read book The SAGE International Encyclopedia of Music and Culture written by Janet Sturman and published by SAGE Publications. This book was released on 2019-02-26 with total page 5212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Encyclopedia of Music and Culture presents key concepts in the study of music in its cultural context and provides an introduction to the discipline of ethnomusicology, its methods, concerns, and its contributions to knowledge and understanding of the world′s musical cultures, styles, and practices. The diverse voices of contributors to this encyclopedia confirm ethnomusicology′s fundamental ethos of inclusion and respect for diversity. Combined, the multiplicity of topics and approaches are presented in an easy-to-search A-Z format and offer a fresh perspective on the field and the subject of music in culture. Key features include: Approximately 730 signed articles, authored by prominent scholars, are arranged A-to-Z and published in a choice of print or electronic editions Pedagogical elements include Further Readings and Cross References to conclude each article and a Reader’s Guide in the front matter organizing entries by broad topical or thematic areas Back matter includes an annotated Resource Guide to further research (journals, books, and associations), an appendix listing notable archives, libraries, and museums, and a detailed Index The Index, Reader’s Guide themes, and Cross References combine for thorough search-and-browse capabilities in the electronic edition

Recommender Systems Handbook

Author : Francesco Ricci
Publisher : Springer
ISBN 13 : 148997637X
Total Pages : 1003 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Recommender Systems Handbook by : Francesco Ricci

Download or read book Recommender Systems Handbook written by Francesco Ricci and published by Springer. This book was released on 2015-11-17 with total page 1003 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making and recommender systems, reciprocal recommender systems, recommender systems in social networks, mobile recommender systems, explanations for recommender systems, music recommender systems, cross-domain recommendations, privacy in recommender systems, and semantic-based recommender systems. This multi-disciplinary handbook involves world-wide experts from diverse fields such as artificial intelligence, human-computer interaction, information retrieval, data mining, mathematics, statistics, adaptive user interfaces, decision support systems, psychology, marketing, and consumer behavior. Theoreticians and practitioners from these fields will find this reference to be an invaluable source of ideas, methods and techniques for developing more efficient, cost-effective and accurate recommender systems.

Music Emotion Recognition

Author : Yi-Hsuan Yang
Publisher : CRC Press
ISBN 13 : 143985047X
Total Pages : 251 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Music Emotion Recognition by : Yi-Hsuan Yang

Download or read book Music Emotion Recognition written by Yi-Hsuan Yang and published by CRC Press. This book was released on 2011-02-22 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with

Net, Blogs and Rock 'n' Roll

Author : David Jennings
Publisher : Nicholas Brealey
ISBN 13 : 9781857883985
Total Pages : 0 pages
Book Rating : 4.8/5 (839 download)

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Book Synopsis Net, Blogs and Rock 'n' Roll by : David Jennings

Download or read book Net, Blogs and Rock 'n' Roll written by David Jennings and published by Nicholas Brealey. This book was released on 2007-09-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's consumers are turning the tables on traditional media. They cannot be herded towards some Next Big Thing but switch their attention in a heartbeat if they catch the buzz of something new and exciting. Fans forage for new discoveries, pursuing personal interests while leaving trails and clues for others to follow. Savants, Enthusiasts and Originators play influential roles in the fan economy recording their finds, expressing their opinions and leading communities of fellow fans. As a result, discovery is the big challenge in a wiki, Web 2.0 world where blog culture, social networks like MySpace and personalized recommender systems have changed the way we perceive, create and consume media. Net, Blogs and Rock 'n' Roll is the first book to dissect a new generation of discovery-oriented services such as Last.fm the social music revolution and is for anyone who spreads the word about entertainment and is interested in expanding audiences through the new channels of our always-connected culture. By explaining how discovery works in this groundbreaking book, David Jennings shows how creators can support discoveries by maximizing the ways buzz can develop. He introduces the three strands of digital discovery - Trying Out, Links, Community - explaining how the history, culture and technology of media are interwoven with the rise of personalization and mobile players. He profiles groups of consumers and their different approaches to discovery, and examines how media intermediaries filter cultural content and connect it to audiences. Anything goes in this new world of discovery which embodies a rock 'n' roll ethos that resists neat and clean orderliness. Consumers make discoveries from any and every source, all media can co-exist, but no one retains 'gatekeeper' status. Professionals are adjusting to a new role complementing bloggers and facilitating audience discoveries rather than controlling them. Net Blogs and Rock 'n' Roll reveals the role of consumers in the fan economy, the latest technologies and techniques at their disposal and shows intermediaries how to connect creators with communities of fans and consumers.

The New Music Industries

Author : Diane Hughes
Publisher : Springer
ISBN 13 : 3319403648
Total Pages : 137 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis The New Music Industries by : Diane Hughes

Download or read book The New Music Industries written by Diane Hughes and published by Springer. This book was released on 2016-09-27 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research-based book outlines career models for artists, methods of creative engagement, artistic options including individuality and branding, production practices, the realities of being a musician in the new industries, and implications for popular music education. Due to the profound effects of the digitisation of music, the music industries have undergone rapid transformation. The former record label dominated industry has been supplanted by new industries, including digital aggregators, strategists and online platforms. These new music industries now facilitate ‘direct’ access to both artists and their music. While such accessibility and the potential for artist exposure have never been greater, the challenge to stand out or to even navigate a musical career pathway is formidable. A useful resource for musicians and educators, this text highlights the ways in which the new music industries facilitate increased opportunities for 21st Century popular musicians to collaborate, communicate and interact with others interested in their music.

Reinventing Discovery

Author : Michael Nielsen
Publisher : Princeton University Press
ISBN 13 : 0691202842
Total Pages : 272 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Reinventing Discovery by : Michael Nielsen

Download or read book Reinventing Discovery written by Michael Nielsen and published by Princeton University Press. This book was released on 2020-04-07 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Reinventing Discovery argues that we are in the early days of the most dramatic change in how science is done in more than 300 years. This change is being driven by new online tools, which are transforming and radically accelerating scientific discovery"--

Recommendation Engines

Author : Michael Schrage
Publisher : MIT Press
ISBN 13 : 0262358786
Total Pages : 306 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Recommendation Engines by : Michael Schrage

Download or read book Recommendation Engines written by Michael Schrage and published by MIT Press. This book was released on 2020-09-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: How companies like Amazon, Netflix, and Spotify know what "you might also like": the history, technology, business, and societal impact of online recommendation engines. Increasingly, our technologies are giving us better, faster, smarter, and more personal advice than our own families and best friends. Amazon already knows what kind of books and household goods you like and is more than eager to recommend more; YouTube and TikTok always have another video lined up to show you; Netflix has crunched the numbers of your viewing habits to suggest whole genres that you would enjoy. In this volume in the MIT Press's Essential Knowledge series, innovation expert Michael Schrage explains the origins, technologies, business applications, and increasing societal impact of recommendation engines, the systems that allow companies worldwide to know what products, services, and experiences "you might also like."

Computing and Data Science

Author : Weijia Cao
Publisher : Springer Nature
ISBN 13 : 9811688850
Total Pages : 443 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Computing and Data Science by : Weijia Cao

Download or read book Computing and Data Science written by Weijia Cao and published by Springer Nature. This book was released on 2022-01-12 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes selected papers presented at the Third International Conference on Computing and Data Science, CONF-CDS 2021, held online in August 2021. The 22 full papers 9 short papers presented in this volume were thoroughly reviewed and selected from the 85 qualified submissions. They are organized in topical sections on advances in deep learning; algorithms in machine learning and statistics; advances in natural language processing.