From Web to Map Exploring the World of Music
Ever growing music collections ask for novel ways of organization. The traditional browsing of folder hierarchies or search by title and album tends to be insufficient to maintain an overview of a collection of orders of thousands of tracks. Methods based on song similarity offer an alternative to k...
Saved in:
| Published in: | Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01 Vol. 1; pp. 242 - 248 |
|---|---|
| Main Authors: | , , , |
| Format: | Conference Proceeding |
| Language: | English |
| Published: |
Washington, DC, USA
IEEE Computer Society
09.12.2008
IEEE |
| Series: | ACM Conferences |
| Subjects: | |
| ISBN: | 9780769534961, 0769534961 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Ever growing music collections ask for novel ways of organization. The traditional browsing of folder hierarchies or search by title and album tends to be insufficient to maintain an overview of a collection of orders of thousands of tracks. Methods based on song similarity offer an alternative to keyword-based search. In this work we propose to use a high-dimensional map of the "world of music" as a data structure for music retrieval and exploration of personal collections. Our approach does not require expensive analysis of audio signals and scales to hundreds of thousands of tracks. The techniques presented in this work can be used in a variety of applications, ranging from automatic DJs to file sharing on mobile devices. As a concrete example, we have developed a web-application that allows users to visualize and navigate through their music collections and create playlists by specifying trajectories. |
|---|---|
| AbstractList | Ever growing music collections ask for novel ways of organization. The traditional browsing of folder hierarchies or search by title and album tends to be insufficient to maintain an overview of a collection of orders of thousands of tracks. Methods based on song similarity offer an alternative to keyword-based search. In this work we propose to use a high-dimensional map of the "world of music" as a data structure for music retrieval and exploration of personal collections. Our approach does not require expensive analysis of audio signals and scales to hundreds of thousands of tracks. The techniques presented in this work can be used in a variety of applications, ranging from automatic DJs to file sharing on mobile devices. As a concrete example, we have developed a web-application that allows users to visualize and navigate through their music collections and create playlists by specifying trajectories. |
| Author | Kuhn, Michael Goussevskaia, Olga Lorenzi, Michael Wattenhofer, Roger |
| Author_xml | – sequence: 1 givenname: Olga surname: Goussevskaia fullname: Goussevskaia, Olga – sequence: 2 givenname: Michael surname: Kuhn fullname: Kuhn, Michael – sequence: 3 givenname: Michael surname: Lorenzi fullname: Lorenzi, Michael – sequence: 4 givenname: Roger surname: Wattenhofer fullname: Wattenhofer, Roger |
| BookMark | eNqNj71Ow0AQhE8CJCBYVFQ0rqhw2LXX91NGUUIsJaIJSnm6s_ckA44jOw1vz4XwADSz0sxoNd-tuNz3exbiAWGKCOZlV1Wz7TQH0FEuRGKUBiVNWZCReC2ScfwAAMQcqKQbcb8c-i7dsU-PfbpxhztxFdzXyMnfnYj35WI7X2Xrt9dqPltnDkt9zAjBhYapdgSqMc5LUzPKoEmpaJYNevJN6Vj7oI0k6QF8XheouKaAXEzE4_lvy8z2MLSdG74tKYqzZEyfz6mrO-v7_nO0CPbEZ3_57IkvivVDyyHWn_5VL34AtApQHg |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/WIIAT.2008.20 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE/IET Electronic Library (IEL) (UW System Shared) IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science Music |
| EndPage | 248 |
| ExternalDocumentID | 4740456 |
| Genre | orig-research |
| GroupedDBID | 6IE 6IF 6IK 6IL 6IN AAJGR AARBI ACM ADPZR ALMA_UNASSIGNED_HOLDINGS APO BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK GUFHI IERZE OCL RIB RIC RIE RIL AAWTH LHSKQ |
| ID | FETCH-LOGICAL-a158t-410afde4ca407d9ab69ce16f84774ca5d1b4bd5ae8bf89646b00b2c317ec4f1e3 |
| IEDL.DBID | RIE |
| ISBN | 9780769534961 0769534961 |
| IngestDate | Thu May 29 05:57:39 EDT 2025 Wed Jan 31 06:51:58 EST 2024 Wed Jan 31 06:48:14 EST 2024 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Keywords | collaborative filtering visualization music playlist embedding graph high-dimensional space music similarity |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-a158t-410afde4ca407d9ab69ce16f84774ca5d1b4bd5ae8bf89646b00b2c317ec4f1e3 |
| PageCount | 7 |
| ParticipantIDs | ieee_primary_4740456 acm_books_10_1109_WIIAT_2008_20_brief acm_books_10_1109_WIIAT_2008_20 |
| PublicationCentury | 2000 |
| PublicationDate | 20081209 2008-Dec. |
| PublicationDateYYYYMMDD | 2008-12-09 2008-12-01 |
| PublicationDate_xml | – month: 12 year: 2008 text: 20081209 day: 09 |
| PublicationDecade | 2000 |
| PublicationPlace | Washington, DC, USA |
| PublicationPlace_xml | – name: Washington, DC, USA |
| PublicationSeriesTitle | ACM Conferences |
| PublicationTitle | Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01 |
| PublicationTitleAbbrev | WIIATW |
| PublicationYear | 2008 |
| Publisher | IEEE Computer Society IEEE |
| Publisher_xml | – name: IEEE Computer Society – name: IEEE |
| SSID | ssj0001120454 |
| Score | 1.4400116 |
| Snippet | Ever growing music collections ask for novel ways of organization. The traditional browsing of folder hierarchies or search by title and album tends to be... |
| SourceID | ieee acm |
| SourceType | Publisher |
| StartPage | 242 |
| SubjectTerms | Applied computing -- Arts and humanities -- Performing arts Applied computing -- Arts and humanities -- Sound and music computing Collaboration collaborative filtering Concrete Data structures embedding graph high-dimensional space Information analysis Information filtering Information filters Information systems -- Information retrieval Information systems -- Information retrieval -- Specialized information retrieval -- Multimedia and multimodal retrieval -- Music retrieval Information systems -- Information storage systems Intelligent agent music Music information retrieval music similarity Navigation playlist Visualization |
| Subtitle | Exploring the World of Music |
| Title | From Web to Map |
| URI | https://ieeexplore.ieee.org/document/4740456 |
| Volume | 1 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LTwIxEJ4AevCEAkZ89qA3V7ZQ2q03YySSKOGAwm3TxzTxAEt4-PvddhFiYmK8tU0PzaSTmWm_-T6Aa0Md72DsotgqjJjUGGlmeCQ8eZqyrCNCH_f7ixgMkslEDktwu-2FQcQAPsM7Pwx_-TYza_9U1mKC-QykDGUheNGrtXtPoZ5YnRWVuex6HnS6IdjZznccm61xv_8wKqCUXuq7rMz0h75KCC-96v8OdgiNXZ8eGW4j0BGUcFaD6rdQA9n4bQ32gppzHaLeIpuSMWqyysirmt-TLQSP5IkgCcgakjkS9jfgrfc0enyONnoJkaLdZBUxGitnkRmVV2lWKs2lQcpdHoBEvti1VDNtuwoT7RLJGc9dTrdNnkGgYY5i5xgqs2yGJ0A6iU6cU7TNrWVWx9LlkR6RCS0kV7FuwlVusdQXAss01BGxTINNC13LdtyEmz92pHrxga4JdW_PdF6Qa6QbU57-vnwGBwGwEfAk51BZLdZ4Afvmc_WxXFyGG_EFZdauew |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LTwIxEJ7wMNETChjxRQ96c2ULZXfrzRgJRCAcULht-pgmHGAJD3-_27JCTEyMt7bpoZl0MjPtN98HcKeoCVroG8_XAj3GJXqSqcALLXma0KwVuj7uj344HEbTKR_l4GHfC4OIDnyGj3bo_vJ1orb2qazBQmYzkDwUrXJW1q11eFGhllqd7Wpz3rZM6DSj2NnPDyybjUmv9zzegSmt2HdeqPkPhRUXYDql_x3tFKqHTj0y2segM8jhogylb6kGknluGYpOz7kCXmeVzMkEJdkkZCCWT2QPwiNpKkgctoYkhrj9VXjvvI5ful6mmOAJ2o42HqO-MBqZEmmdprmQAVdIA5OGoDBdbGsqmdRtgZE0EQ9YkDqdbKo0h0DFDMXWORQWyQIvgLQiGRkjaDPQmmnpc5PGekQWypAHwpc1qKcWi20psI5dJeHz2Nl0p2zZ9Gtw_8eOWK5maGpQsfaMlzt6jTgz5eXvy3U47o4H_bjfG75dwYmDbzh0yTUUNqst3sCR-tzM1qtbdzu-ALOQscQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=Proceedings+of+the+2008+IEEE%2FWIC%2FACM+International+Conference+on+Web+Intelligence+and+Intelligent+Agent+Technology.+Volume+1&rft.atitle=From+Web+to+Map%3A+Exploring+the+World+of+Music&rft.au=Goussevskaia%2C+Olga&rft.au=Kuhn%2C+Michael&rft.au=Lorenzi%2C+Michael&rft.au=Wattenhofer%2C+Roger&rft.date=2008-12-01&rft.pub=IEEE&rft.isbn=9780769534961&rft.volume=1&rft.spage=242&rft.epage=248&rft_id=info:doi/10.1109%2FWIIAT.2008.20&rft.externalDocID=4740456 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780769534961/lc.gif&client=summon&freeimage=true |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780769534961/mc.gif&client=summon&freeimage=true |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780769534961/sc.gif&client=summon&freeimage=true |