Hierarchical Organization and Description of Music Collections at the Artist Level

Elias Pampalk; Arthur Flexer; Gerhard Widmer

Hierarchical Organization and Description of Music Collections at the Artist Level

Elias Pampalk
, Arthur Flexer
, Gerhard Widmer

Institut für Computational Perception

Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

Abstract

As digital music collections grow the necessity to organize them (preferably automatically) increases. In this paper we present an approach to hierarchically structure artists automatically according to their similarity and to describe these clusters with words. The approach is based on a web search engine (Google), standard text retrieval tech- niques, term selection (using domain knowledge), and hierarchical clus- tering with fuzzy boundaries. We present the results and discuss short- comings of different variations.

Originalsprache	Englisch
Titel	In Proceedings of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2005), Vienna, Austria
Seitenumfang	12
Publikationsstatus	Veröffentlicht - 2005

Wissenschaftszweige

102 Informatik
102001 Artificial Intelligence
102003 Bildverarbeitung
102015 Informationssysteme
202002 Audiovisuelle Medien

Dieses zitieren

@inproceedings{f4efbe7cc667413d87cdfe1efe93a8ad,

title = "Hierarchical Organization and Description of Music Collections at the Artist Level",

abstract = "As digital music collections grow the necessity to organize them (preferably automatically) increases. In this paper we present an approach to hierarchically structure artists automatically according to their similarity and to describe these clusters with words. The approach is based on a web search engine (Google), standard text retrieval tech- niques, term selection (using domain knowledge), and hierarchical clus- tering with fuzzy boundaries. We present the results and discuss short- comings of different variations.",

author = "Elias Pampalk and Arthur Flexer and Gerhard Widmer",

year = "2005",

language = "English",

booktitle = "In Proceedings of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2005), Vienna, Austria",

}

TY - GEN

T1 - Hierarchical Organization and Description of Music Collections at the Artist Level

AU - Pampalk, Elias

AU - Flexer, Arthur

AU - Widmer, Gerhard

PY - 2005

Y1 - 2005

N2 - As digital music collections grow the necessity to organize them (preferably automatically) increases. In this paper we present an approach to hierarchically structure artists automatically according to their similarity and to describe these clusters with words. The approach is based on a web search engine (Google), standard text retrieval tech- niques, term selection (using domain knowledge), and hierarchical clus- tering with fuzzy boundaries. We present the results and discuss short- comings of different variations.

AB - As digital music collections grow the necessity to organize them (preferably automatically) increases. In this paper we present an approach to hierarchically structure artists automatically according to their similarity and to describe these clusters with words. The approach is based on a web search engine (Google), standard text retrieval tech- niques, term selection (using domain knowledge), and hierarchical clus- tering with fuzzy boundaries. We present the results and discuss short- comings of different variations.

M3 - Conference proceedings

BT - In Proceedings of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2005), Vienna, Austria

ER -