Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)

Eva Zangerle; C. Bauer; Alan Said

doi:10.1145/3460231.3470929

Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)

Eva Zangerle^*, C. Bauer, Alan Said

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

Abstract

Evaluation is a cornerstone in the process of developing and deploying recommender systems. The PERSPECTIVES workshop brought together academia and industry to critically reflect on the evaluation of recommender systems. Particularly, the workshop aimed to shed light on the different, and maybe even diverging or contradictory perspectives on the evaluation of recommender systems. Papers reporting a reflection on problems regarding recommender systems evaluation and lessons learned were solicited. The workshop combined flash presentations of accepted papers, a keynote from industry, and an interactive part with discussions in break-out rooms as well as in the plenum. The workshop complemented the program of the main conference as it emphasized problems and lessons learned, fostered exchange integrating various perspectives on evaluation, and sought to move the recommender systems community forward as an outcome of the workshop.

Original language	English
Title of host publication	RecSys '21: Fifteenth ACM Conference on Recommender Systems
Place of Publication	New York, NY, USA
Publisher	Association for Computing Machinery
Pages	794-795
Number of pages	2
ISBN (Print)	9781450384582
DOIs	https://doi.org/10.1145/3460231.3470929
Publication status	Published - 13 Sept 2021
Event	15th ACM Conference on Recommender Systems - Beurs van Berlage, Amsterdam, Netherlands Duration: 27 Sept 2021 → 1 Oct 2021 Conference number: 15 https://recsys.acm.org/recsys21/

Conference

Conference	15th ACM Conference on Recommender Systems
Abbreviated title	RecSys
Country/Territory	Netherlands
City	Amsterdam
Period	27/09/21 → 1/10/21
Internet address	https://recsys.acm.org/recsys21/

Bibliographical note

DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.

Keywords

Evaluation
Methods
Recommender systems

Access to Document

10.1145/3460231.3470929

Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)Final published version, 387 KBLicence: Taverne

Cite this

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title = "Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)",

abstract = "Evaluation is a cornerstone in the process of developing and deploying recommender systems. The PERSPECTIVES workshop brought together academia and industry to critically reflect on the evaluation of recommender systems. Particularly, the workshop aimed to shed light on the different, and maybe even diverging or contradictory perspectives on the evaluation of recommender systems. Papers reporting a reflection on problems regarding recommender systems evaluation and lessons learned were solicited. The workshop combined flash presentations of accepted papers, a keynote from industry, and an interactive part with discussions in break-out rooms as well as in the plenum. The workshop complemented the program of the main conference as it emphasized problems and lessons learned, fostered exchange integrating various perspectives on evaluation, and sought to move the recommender systems community forward as an outcome of the workshop.",

keywords = "Evaluation, Methods, Recommender systems",

author = "Eva Zangerle and C. Bauer and Alan Said",

note = "DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.; 15th ACM Conference on Recommender Systems, RecSys ; Conference date: 27-09-2021 Through 01-10-2021",

year = "2021",

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doi = "10.1145/3460231.3470929",

language = "English",

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TY - GEN

T1 - Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)

AU - Zangerle, Eva

AU - Bauer, C.

AU - Said, Alan

N1 - Conference code: 15

PY - 2021/9/13

Y1 - 2021/9/13

N2 - Evaluation is a cornerstone in the process of developing and deploying recommender systems. The PERSPECTIVES workshop brought together academia and industry to critically reflect on the evaluation of recommender systems. Particularly, the workshop aimed to shed light on the different, and maybe even diverging or contradictory perspectives on the evaluation of recommender systems. Papers reporting a reflection on problems regarding recommender systems evaluation and lessons learned were solicited. The workshop combined flash presentations of accepted papers, a keynote from industry, and an interactive part with discussions in break-out rooms as well as in the plenum. The workshop complemented the program of the main conference as it emphasized problems and lessons learned, fostered exchange integrating various perspectives on evaluation, and sought to move the recommender systems community forward as an outcome of the workshop.

AB - Evaluation is a cornerstone in the process of developing and deploying recommender systems. The PERSPECTIVES workshop brought together academia and industry to critically reflect on the evaluation of recommender systems. Particularly, the workshop aimed to shed light on the different, and maybe even diverging or contradictory perspectives on the evaluation of recommender systems. Papers reporting a reflection on problems regarding recommender systems evaluation and lessons learned were solicited. The workshop combined flash presentations of accepted papers, a keynote from industry, and an interactive part with discussions in break-out rooms as well as in the plenum. The workshop complemented the program of the main conference as it emphasized problems and lessons learned, fostered exchange integrating various perspectives on evaluation, and sought to move the recommender systems community forward as an outcome of the workshop.

KW - Evaluation

KW - Methods

KW - Recommender systems

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U2 - 10.1145/3460231.3470929

DO - 10.1145/3460231.3470929

M3 - Conference contribution

SN - 9781450384582

SP - 794

EP - 795

BT - RecSys '21: Fifteenth ACM Conference on Recommender Systems

PB - Association for Computing Machinery

CY - New York, NY, USA

T2 - 15th ACM Conference on Recommender Systems

Y2 - 27 September 2021 through 1 October 2021

ER -

Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES)

Abstract

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Proceedings of the Perspectives on the Evaluation of Recommender Systems Workshop 2021

Report on the 1st Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2021) at RecSys 2021

Cite this