Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

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

doi:10.1145/2911996.2912023

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

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

Multimedia Computing

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-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 language	English
Title of host publication	ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval
Place of Publication	New York, NY
Publisher	Association for Computing Machinery (ACM)
Pages	393-396
Number of pages	4
ISBN (Electronic)	978-1-4503-4359-6
DOIs	https://doi.org/10.1145/2911996.2912023
Publication status	Published - 2016
Event	ICMR 2016: ACM International Conference on Multimedia Retrieval - Columbia University, New York, United States Duration: 6 Jun 2016 → 9 Jun 2016 http://www.icmr2016.com/index.html

Conference

Conference	ICMR 2016
Country/Territory	United States
City	New York
Period	6/06/16 → 9/06/16
Internet address	http://www.icmr2016.com/index.html

Keywords

Classical music
Personalization
Tagging
Visualization

Access to Document

10.1145/2911996.2912023

Cite this

@inproceedings{3e44fc3fafea4d7fbec40b4f15f32f70,

title = "Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material",

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.",

keywords = "Classical music, Personalization, Tagging, Visualization",

author = "Marko Tkal{\v c}i{\v c} and Markus Schedl and Liem, {Cynthia C.S.} and Melenhorst, {Mark S.}",

year = "2016",

doi = "10.1145/2911996.2912023",

language = "English",

pages = "393--396",

booktitle = "ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

note = "ICMR 2016 : ACM International Conference on Multimedia Retrieval ; Conference date: 06-06-2016 Through 09-06-2016",

url = "http://www.icmr2016.com/index.html",

}

Tkalčič , M, Schedl, M, Liem, CCS & Melenhorst, MS 2016, Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. in ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), New York, NY, pp. 393-396, ICMR 2016, New York, United States, 6/06/16. https://doi.org/10.1145/2911996.2912023

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. / Tkalčič , Marko; Schedl, Markus; Liem, Cynthia C.S. et al.
ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. New York, NY: Association for Computing Machinery (ACM), 2016. p. 393-396.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

AU - Tkalčič , Marko

AU - Schedl, Markus

AU - Liem, Cynthia C.S.

AU - Melenhorst, Mark S.

PY - 2016

Y1 - 2016

N2 - 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.

AB - 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.

KW - Classical music

KW - Personalization

KW - Tagging

KW - Visualization

UR - http://www.scopus.com/inward/record.url?scp=84978761793&partnerID=8YFLogxK

U2 - 10.1145/2911996.2912023

DO - 10.1145/2911996.2912023

M3 - Conference contribution

AN - SCOPUS:84978761793

SP - 393

EP - 396

BT - ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval

PB - Association for Computing Machinery (ACM)

CY - New York, NY

T2 - ICMR 2016

Y2 - 6 June 2016 through 9 June 2016

ER -

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this