Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

Marko Tkalčič , Markus Schedl, Cynthia C.S. Liem, Mark S. Melenhorst

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

2 Citations (Scopus)

Abstract

This paper reports on three demonstrators developed to provide personalized, enhanced experiences of classical music, within the EU FP7 project Performances as Highly Enriched and Interactive Concert experiences (PHENICX)1: (i) an interface for accessing supplemental multimodal material about music items, (ii) a recommender system for visualizations of classical music, and (iii) a recommender sys- Tem for tagging. The personalization in all three demos is achieved through modeling users' personality and musical sophistication. The links to the web interfaces are provided as well as the outcomes of quantitative and qualitative evaluations.

Original languageEnglish
Title of host publicationICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval
Place of PublicationNew York, NY
PublisherAssociation for Computing Machinery (ACM)
Pages393-396
Number of pages4
ISBN (Electronic)978-1-4503-4359-6
DOIs
Publication statusPublished - 2016
EventICMR 2016: ACM International Conference on Multimedia Retrieval - Columbia University, New York, United States
Duration: 6 Jun 20169 Jun 2016
http://www.icmr2016.com/index.html

Conference

ConferenceICMR 2016
CountryUnited States
CityNew York
Period6/06/169/06/16
Internet address

Keywords

  • Classical music
  • Personalization
  • Tagging
  • Visualization

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