Recommender Systems for Medicine and Music

Recommender Systems for Medicine and Music

Author: Zbigniew W. Ras

Publisher: Springer Nature

Published: 2021-04-07

Total Pages: 236

ISBN-13: 3030664503

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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

Collaborative Recommendations: Algorithms, Practical Challenges And Applications

Author: Shlomo Berkovsky

Publisher: World Scientific

Published: 2018-11-30

Total Pages: 736

ISBN-13: 9813275367

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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.


Recommendation Engines

Recommendation Engines

Author: Michael Schrage

Publisher: MIT Press

Published: 2020-09-01

Total Pages: 306

ISBN-13: 0262358786

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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."


The Secret History of Rock

The Secret History of Rock

Author: Roni Sarig

Publisher:

Published: 1998

Total Pages: 300

ISBN-13:

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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

Spotify Teardown

Author: Maria Eriksson

Publisher: MIT Press

Published: 2019-02-19

Total Pages: 287

ISBN-13: 0262038900

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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.


Music Information Retrieval

Music Information Retrieval

Author: Markus Schedl

Publisher:

Published: 2014

Total Pages: 154

ISBN-13: 9781601988065

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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.


E-Commerce and Web Technologies

E-Commerce and Web Technologies

Author: Christian Huemer

Publisher: Springer Science & Business Media

Published: 2011-08-19

Total Pages: 321

ISBN-13: 364223013X

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This book constitutes the refereed proceedings of the 12th International Conference on Electronic Commerce and Web Technologies (EC-Web) held in Toulouse, France, in August/September 2011. The 25 papers accepted for EC-Web, selected from 60 submissions, are organized into eight topical sections on semantic services, business processes and services, context-aware recommender systems, intelligent agents and e-negotiation systems, collaborative filtering and preference learning, social recommender systems, agent interaction and trust management, and innovative strategies for preference elicitation and profiling.


Music Recommendation and Discovery

Music Recommendation and Discovery

Author: Òscar Celma

Publisher: Springer Science & Business Media

Published: 2010-09-02

Total Pages: 202

ISBN-13: 3642132871

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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.


The SAGE International Encyclopedia of Music and Culture

The SAGE International Encyclopedia of Music and Culture

Author: Janet Sturman

Publisher: SAGE Publications

Published: 2019-02-26

Total Pages: 6234

ISBN-13: 150635338X

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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