Hubness as a case of technical algorithmic bias in music recommendation

Arthur Flexer; Monika Dorfler; Jan Schlüter; Thomas Grill

doi:10.1109/ICDMW.2018.00154

Hubness as a case of technical algorithmic bias in music recommendation

Arthur Flexer, Monika Dorfler, Jan Schlüter, Thomas Grill

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

Original language	English
Title of host publication	Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018
Editors	Hanghang Tong, Zhenhui Li, Feida Zhu, Jeffrey Yu
Publisher	IEEE Computer Society 2012
Pages	1062-1069
Number of pages	8
ISBN (Electronic)	9781538692882
DOIs	https://doi.org/10.1109/ICDMW.2018.00154
Publication status	Published - 02 Jul 2018
Externally published	Yes
Event	18th IEEE International Conference on Data Mining Workshops, ICDMW 2018 - Singapore, Singapore Duration: 17 Nov 2018 → 20 Nov 2018

Publication series

Name	IEEE International Conference on Data Mining Workshops, ICDMW
Volume	2018-November
ISSN (Print)	2375-9232
ISSN (Electronic)	2375-9259

Conference

Conference	18th IEEE International Conference on Data Mining Workshops, ICDMW 2018
Country/Territory	Singapore
City	Singapore
Period	17.11.2018 → 20.11.2018

Fields of science

102 Computer Sciences

Access to Document

10.1109/ICDMW.2018.00154

Cite this

Flexer, A., Dorfler, M., Schlüter, J., & Grill, T. (2018). Hubness as a case of technical algorithmic bias in music recommendation. In H. Tong, Z. Li, F. Zhu, & J. Yu (Eds.), Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018 (pp. 1062-1069). Article 8637517 (IEEE International Conference on Data Mining Workshops, ICDMW; Vol. 2018-November). IEEE Computer Society 2012. https://doi.org/10.1109/ICDMW.2018.00154

Flexer, Arthur ; Dorfler, Monika ; Schlüter, Jan et al. / Hubness as a case of technical algorithmic bias in music recommendation. Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. editor / Hanghang Tong ; Zhenhui Li ; Feida Zhu ; Jeffrey Yu. IEEE Computer Society 2012, 2018. pp. 1062-1069 (IEEE International Conference on Data Mining Workshops, ICDMW).

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title = "Hubness as a case of technical algorithmic bias in music recommendation",

keywords = "algorithmic fairness, ethical responsibility, hubness, technical algorithmic bias",

author = "Arthur Flexer and Monika Dorfler and Jan Schl{\"u}ter and Thomas Grill",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018 ; Conference date: 17-11-2018 Through 20-11-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/ICDMW.2018.00154",

language = "English",

series = "IEEE International Conference on Data Mining Workshops, ICDMW",

publisher = "IEEE Computer Society 2012",

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editor = "Hanghang Tong and Zhenhui Li and Feida Zhu and Jeffrey Yu",

booktitle = "Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018",

}

Flexer, A, Dorfler, M, Schlüter, J & Grill, T 2018, Hubness as a case of technical algorithmic bias in music recommendation. in H Tong, Z Li, F Zhu & J Yu (eds), Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018., 8637517, IEEE International Conference on Data Mining Workshops, ICDMW, vol. 2018-November, IEEE Computer Society 2012, pp. 1062-1069, 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018, Singapore, Singapore, 17.11.2018. https://doi.org/10.1109/ICDMW.2018.00154

Hubness as a case of technical algorithmic bias in music recommendation. / Flexer, Arthur; Dorfler, Monika; Schlüter, Jan et al.
Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. ed. / Hanghang Tong; Zhenhui Li; Feida Zhu; Jeffrey Yu. IEEE Computer Society 2012, 2018. p. 1062-1069 8637517 (IEEE International Conference on Data Mining Workshops, ICDMW; Vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

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T1 - Hubness as a case of technical algorithmic bias in music recommendation

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AU - Dorfler, Monika

AU - Schlüter, Jan

AU - Grill, Thomas

PY - 2018/7/2

Y1 - 2018/7/2

KW - algorithmic fairness

KW - ethical responsibility

KW - hubness

KW - technical algorithmic bias

UR - https://www.scopus.com/pages/publications/85062880915

U2 - 10.1109/ICDMW.2018.00154

DO - 10.1109/ICDMW.2018.00154

M3 - Conference proceedings

AN - SCOPUS:85062880915

T3 - IEEE International Conference on Data Mining Workshops, ICDMW

SP - 1062

EP - 1069

BT - Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018

A2 - Tong, Hanghang

A2 - Li, Zhenhui

A2 - Zhu, Feida

A2 - Yu, Jeffrey

PB - IEEE Computer Society 2012

T2 - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018

Y2 - 17 November 2018 through 20 November 2018

ER -

Flexer A, Dorfler M, Schlüter J, Grill T. Hubness as a case of technical algorithmic bias in music recommendation. In Tong H, Li Z, Zhu F, Yu J, editors, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. IEEE Computer Society 2012. 2018. p. 1062-1069. 8637517. (IEEE International Conference on Data Mining Workshops, ICDMW). doi: 10.1109/ICDMW.2018.00154

Hubness as a case of technical algorithmic bias in music recommendation

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