LEADER 03392oam 2200733I 450 001 9910461416403321 005 20200520144314.0 010 $a0-429-10572-X 010 $a1-283-31161-5 010 $a9786613311610 010 $a1-4398-3555-1 024 7 $a10.1201/b11041 035 $a(CKB)2670000000122377 035 $a(EBL)1633711 035 $a(SSID)ssj0000555171 035 $a(PQKBManifestationID)11386054 035 $a(PQKBTitleCode)TC0000555171 035 $a(PQKBWorkID)10518298 035 $a(PQKB)11453242 035 $a(MiAaPQ)EBC1633711 035 $a(CaSebORM)9781439835555 035 $a(Au-PeEL)EBL1633711 035 $a(CaPaEBR)ebr10502494 035 $a(CaONFJC)MIL331161 035 $a(OCoLC)760992359 035 $a(OCoLC)756680089 035 $a(EXLCZ)992670000000122377 100 $a20180331d2012 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aMusic data mining /$fedited by Tao Li, Mitsunori Ogihara, George Tzanetakis 205 $a1st edition 210 1$aBoca Raton, Fla. :$cCRC Press,$d2012. 215 $a1 online resource (372 p.) 225 1 $aChapman & Hall/CRC data mining and knowledge discovery series 300 $aA Chapman & Hall book. 311 $a1-4665-3440-0 311 $a1-4398-3552-7 320 $aIncludes bibliographical references. 327 $aFront Cover; Contents; List of Figures; List of Tables; Preface; List of Contributors; I. Fundamental Topics; 1. Music Data Mining: An Introduction; 2. Audio Feature Extraction; II. Classification; 3. Auditory Sparse Coding; 4. Instrument Recognition; 5. Mood and Emotional Classification; 6. Zipf's Law, Power Laws, and Music Aesthetics; III. Social Aspects of Music Data Mining; 7. Web-Based and Community-Based Music Information Extraction; 8. Indexing Music with Tags; 9. Human Computation for Music Classification; IV. Advanced Topics; 10. Hit Song Science 327 $a11. Symbolic Data Mining in Musicology 330 $aThe research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to successfully employ data mining techniques for the purpose of music processing.The book first covers music data mining tasks and algorithms and audio feature extraction, providing a framework for subsequent chapters. With a focus on data classificat 410 0$aChapman & Hall/CRC data mining and knowledge discovery series. 606 $aMusical analysis$xData processing 606 $aData mining 606 $aInformation storage and retrieval systems$vMusic 608 $aElectronic books. 615 0$aMusical analysis$xData processing. 615 0$aData mining. 615 0$aInformation storage and retrieval systems 676 $a780.285/6312 701 $aLi$b Tao$0928938 701 $aOgihara$b Mitsunori$f1963-$0725999 701 $aTzanetakis$b George$f1975-$0928939 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910461416403321 996 $aMusic data mining$92087759 997 $aUNINA