Estimating the potential of collaborating professionals, with an application to the Dutch film industry

Judith Timmer (Corresponding Author), Richardus J. Boucherie, Esme Lammers, Niek Baër, Maarten Bos, Arjan Feenstra

Research output: Contribution to journalArticleAcademicpeer-review

20 Downloads (Pure)

Abstract

Professionals often collaborate in projects. Some of these projects require funding, so before the collaboration can start a proposal for the project is submitted. This proposal will then be evaluated by a committee. The goal of the committee is to recognise proposals that are likely to be very successful. In this paper, we introduce a new numerical method to estimate the expected potential of a proposal. This method helps in identifying proposals that may turn out to be the most successful. The estimation is derived from the past performances of the professionals involved and takes into account the uncertainty of a contribution of a professional to a proposal. We apply our method to the Dutch film industry. We estimate the potential of proposals for new films released in 2010. The value of a film depends on the number of visitors in cinemas and the artistic prizes won. Our estimates are very good, indicating that past performances of filmmakers provide a very good indication of the potential of
their new film. As a by-product of our method, rankings of producers, directors, and screenwriters of Dutch films up to 2011 are obtained.
Original languageEnglish
Pages (from-to)69-95
Number of pages27
JournalOR Spectrum = OR Spektrum
Volume40
Issue number1
Early online date14 Oct 2017
DOIs
Publication statusPublished - 1 Jan 2018

Fingerprint

Industry
Estimate
Ranking
Likely
Numerical Methods
Film industry
Uncertainty
Funding
Numerical methods
Cinema

Keywords

  • UT-Hybrid-D
  • Evaluation
  • Film performance
  • Dutch films
  • Proposals from collaborations

Cite this

@article{b09caeaddb3b45428ca1235059e60173,
title = "Estimating the potential of collaborating professionals, with an application to the Dutch film industry",
abstract = "Professionals often collaborate in projects. Some of these projects require funding, so before the collaboration can start a proposal for the project is submitted. This proposal will then be evaluated by a committee. The goal of the committee is to recognise proposals that are likely to be very successful. In this paper, we introduce a new numerical method to estimate the expected potential of a proposal. This method helps in identifying proposals that may turn out to be the most successful. The estimation is derived from the past performances of the professionals involved and takes into account the uncertainty of a contribution of a professional to a proposal. We apply our method to the Dutch film industry. We estimate the potential of proposals for new films released in 2010. The value of a film depends on the number of visitors in cinemas and the artistic prizes won. Our estimates are very good, indicating that past performances of filmmakers provide a very good indication of the potential oftheir new film. As a by-product of our method, rankings of producers, directors, and screenwriters of Dutch films up to 2011 are obtained.",
keywords = "UT-Hybrid-D, Evaluation, Film performance, Dutch films, Proposals from collaborations",
author = "Judith Timmer and Boucherie, {Richardus J.} and Esme Lammers and Niek Ba{\"e}r and Maarten Bos and Arjan Feenstra",
note = "Springer deal",
year = "2018",
month = "1",
day = "1",
doi = "10.1007/s00291-017-0492-0",
language = "English",
volume = "40",
pages = "69--95",
journal = "OR Spectrum = OR Spektrum",
issn = "0171-6468",
publisher = "Springer",
number = "1",

}

Estimating the potential of collaborating professionals, with an application to the Dutch film industry. / Timmer, Judith (Corresponding Author); Boucherie, Richardus J.; Lammers, Esme; Baër, Niek; Bos, Maarten; Feenstra, Arjan.

In: OR Spectrum = OR Spektrum, Vol. 40, No. 1, 01.01.2018, p. 69-95.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Estimating the potential of collaborating professionals, with an application to the Dutch film industry

AU - Timmer, Judith

AU - Boucherie, Richardus J.

AU - Lammers, Esme

AU - Baër, Niek

AU - Bos, Maarten

AU - Feenstra, Arjan

N1 - Springer deal

PY - 2018/1/1

Y1 - 2018/1/1

N2 - Professionals often collaborate in projects. Some of these projects require funding, so before the collaboration can start a proposal for the project is submitted. This proposal will then be evaluated by a committee. The goal of the committee is to recognise proposals that are likely to be very successful. In this paper, we introduce a new numerical method to estimate the expected potential of a proposal. This method helps in identifying proposals that may turn out to be the most successful. The estimation is derived from the past performances of the professionals involved and takes into account the uncertainty of a contribution of a professional to a proposal. We apply our method to the Dutch film industry. We estimate the potential of proposals for new films released in 2010. The value of a film depends on the number of visitors in cinemas and the artistic prizes won. Our estimates are very good, indicating that past performances of filmmakers provide a very good indication of the potential oftheir new film. As a by-product of our method, rankings of producers, directors, and screenwriters of Dutch films up to 2011 are obtained.

AB - Professionals often collaborate in projects. Some of these projects require funding, so before the collaboration can start a proposal for the project is submitted. This proposal will then be evaluated by a committee. The goal of the committee is to recognise proposals that are likely to be very successful. In this paper, we introduce a new numerical method to estimate the expected potential of a proposal. This method helps in identifying proposals that may turn out to be the most successful. The estimation is derived from the past performances of the professionals involved and takes into account the uncertainty of a contribution of a professional to a proposal. We apply our method to the Dutch film industry. We estimate the potential of proposals for new films released in 2010. The value of a film depends on the number of visitors in cinemas and the artistic prizes won. Our estimates are very good, indicating that past performances of filmmakers provide a very good indication of the potential oftheir new film. As a by-product of our method, rankings of producers, directors, and screenwriters of Dutch films up to 2011 are obtained.

KW - UT-Hybrid-D

KW - Evaluation

KW - Film performance

KW - Dutch films

KW - Proposals from collaborations

U2 - 10.1007/s00291-017-0492-0

DO - 10.1007/s00291-017-0492-0

M3 - Article

VL - 40

SP - 69

EP - 95

JO - OR Spectrum = OR Spektrum

JF - OR Spectrum = OR Spektrum

SN - 0171-6468

IS - 1

ER -