Music Recommendation and Discovery (Record no. 21615)

000 -LEADER
fixed length control field 03317nam a22004575i 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140310151119.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100907s2010 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642132872
978-3-642-13287-2
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA75.5-76.95
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 025.04
Edition number 23
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg,
-- 2010.
912 ## -
-- ZDB-2-SCS
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Celma, Òscar.
Relator term author.
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE
Title Music Recommendation and Discovery
Medium [electronic resource] :
Remainder of title The Long Tail, Long Fail, and Long Play in the Digital Music Space /
Statement of responsibility, etc by Òscar Celma.
300 ## - PHYSICAL DESCRIPTION
Extent XVI, 194p. 60 illus.
Other physical details online resource.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note The Recommendation Problem -- Music Recommendation -- The Long Tail in Recommender Systems -- Evaluation Metrics -- Network-Centric Evaluation -- User-Centric Evaluation -- Applications -- Conclusions and Further Research.
520 ## - SUMMARY, ETC.
Summary, etc With so much more music available these days, traditional ways of finding music have diminished. Today radio shows are often programmed by large corporations that create playlists drawn from a limited pool of tracks. Similarly, record stores have been replaced by big-box retailers that have ever-shrinking music departments. Instead of relying on DJs, record-store clerks or their friends for music recommendations, listeners are turning to machines to guide them to new music. In this book, Òscar Celma guides us through the world of automatic music recommendation. He describes how music recommenders work, explores some of the limitations seen in current recommenders, offers techniques for evaluating the effectiveness of music recommendations and demonstrates how to build effective recommenders by offering two real-world recommender examples. He emphasizes the user's perceived quality, rather than the system's predictive accuracy when providing recommendations, thus allowing users to discover new music by exploiting the long tail of popularity and promoting novel and relevant material ("non-obvious recommendations"). In order to reach out into the long tail, he needs to weave techniques from complex network analysis and music information retrieval. Aimed at final-year-undergraduate and graduate students working on recommender systems or music information retrieval, this book presents the state of the art of all the different techniques used to recommend items, focusing on the music domain as the underlying application.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
Topical term or geographic name as entry element Computational complexity.
Topical term or geographic name as entry element Information storage and retrieval systems.
Topical term or geographic name as entry element Artificial intelligence.
Topical term or geographic name as entry element Music.
Topical term or geographic name as entry element Computer Science.
Topical term or geographic name as entry element Information Storage and Retrieval.
Topical term or geographic name as entry element Discrete Mathematics in Computer Science.
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
Topical term or geographic name as entry element Music.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783642132865
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-13287-2
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type E-Book
Copies
Price effective from Permanent location Date last seen Not for loan Date acquired Source of classification or shelving scheme Koha item type Damaged status Lost status Withdrawn status Current location Full call number
2014-04-14AUM Main Library2014-04-14 2014-04-14 E-Book   AUM Main Library025.04