A feasibility study in using facial expressions analysis to evaluate player experiences

Chek Tien Tan; Daniel Rosser; Sander Bakkes; Yusuf Pisan

doi:10.1145/2336727.2336732

A feasibility study in using facial expressions analysis to evaluate player experiences

Chek Tien Tan^*
, Daniel Rosser
, Sander Bakkes
, Yusuf Pisan

^*Corresponding author for this work

University of Technology Sydney

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

Abstract

Current quantitative methods of measuring player experience in games are mostly intrusive to play and less suited to natural, non-laboratory play environments. This paper presents an initial study to validate the feasibility of using facial expressions analysis for evaluating player experiences. It builds on a prior position that video-based computer vision techniques can provide a less intrusive and more versatile solution for automatic evaluation of game user experiences. A user study was performed on an initial group of participants in a first-person puzzle shooter game (Portal 2) and a social drawing trivia game (Draw My Thing), and the results are shown to support our position.

Original language	English
Title of host publication	Playing the System - IE 2012, Proceedings of the 8th Australasian Conference on Interactive Entertainment
DOIs	https://doi.org/10.1145/2336727.2336732
Publication status	Published - 2012
Event	8th Australasian Conference on Interactive Entertainment: Playing the System, IE 2012 - Auckland, New Zealand Duration: 21 Jul 2012 → 22 Jul 2012

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	8th Australasian Conference on Interactive Entertainment: Playing the System, IE 2012
Country/Territory	New Zealand
City	Auckland
Period	21/07/12 → 22/07/12

Bibliographical note

Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.

Keywords

facial expression analysis
game user experience
playtesting

Access to Document

10.1145/2336727.2336732

Cite this

@inproceedings{cf612309dd8147f1a817c1b2c98b8cd8,

title = "A feasibility study in using facial expressions analysis to evaluate player experiences",

abstract = "Current quantitative methods of measuring player experience in games are mostly intrusive to play and less suited to natural, non-laboratory play environments. This paper presents an initial study to validate the feasibility of using facial expressions analysis for evaluating player experiences. It builds on a prior position that video-based computer vision techniques can provide a less intrusive and more versatile solution for automatic evaluation of game user experiences. A user study was performed on an initial group of participants in a first-person puzzle shooter game (Portal 2) and a social drawing trivia game (Draw My Thing), and the results are shown to support our position.",

keywords = "facial expression analysis, game user experience, playtesting",

author = "Tan, \{Chek Tien\} and Daniel Rosser and Sander Bakkes and Yusuf Pisan",

note = "Copyright: Copyright 2012 Elsevier B.V., All rights reserved.; 8th Australasian Conference on Interactive Entertainment: Playing the System, IE 2012 ; Conference date: 21-07-2012 Through 22-07-2012",

year = "2012",

doi = "10.1145/2336727.2336732",

language = "English",

isbn = "9781450314107",

series = "ACM International Conference Proceeding Series",

booktitle = "Playing the System - IE 2012, Proceedings of the 8th Australasian Conference on Interactive Entertainment",

}

Tan, CT, Rosser, D, Bakkes, S & Pisan, Y 2012, A feasibility study in using facial expressions analysis to evaluate player experiences. in Playing the System - IE 2012, Proceedings of the 8th Australasian Conference on Interactive Entertainment. ACM International Conference Proceeding Series, 8th Australasian Conference on Interactive Entertainment: Playing the System, IE 2012, Auckland, New Zealand, 21/07/12. https://doi.org/10.1145/2336727.2336732

A feasibility study in using facial expressions analysis to evaluate player experiences. / Tan, Chek Tien; Rosser, Daniel; Bakkes, Sander et al.
Playing the System - IE 2012, Proceedings of the 8th Australasian Conference on Interactive Entertainment. 2012. (ACM International Conference Proceeding Series).

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

TY - GEN

T1 - A feasibility study in using facial expressions analysis to evaluate player experiences

AU - Tan, Chek Tien

AU - Rosser, Daniel

AU - Bakkes, Sander

AU - Pisan, Yusuf

PY - 2012

Y1 - 2012

N2 - Current quantitative methods of measuring player experience in games are mostly intrusive to play and less suited to natural, non-laboratory play environments. This paper presents an initial study to validate the feasibility of using facial expressions analysis for evaluating player experiences. It builds on a prior position that video-based computer vision techniques can provide a less intrusive and more versatile solution for automatic evaluation of game user experiences. A user study was performed on an initial group of participants in a first-person puzzle shooter game (Portal 2) and a social drawing trivia game (Draw My Thing), and the results are shown to support our position.

AB - Current quantitative methods of measuring player experience in games are mostly intrusive to play and less suited to natural, non-laboratory play environments. This paper presents an initial study to validate the feasibility of using facial expressions analysis for evaluating player experiences. It builds on a prior position that video-based computer vision techniques can provide a less intrusive and more versatile solution for automatic evaluation of game user experiences. A user study was performed on an initial group of participants in a first-person puzzle shooter game (Portal 2) and a social drawing trivia game (Draw My Thing), and the results are shown to support our position.

KW - facial expression analysis

KW - game user experience

KW - playtesting

UR - https://www.scopus.com/pages/publications/84865318985

U2 - 10.1145/2336727.2336732

DO - 10.1145/2336727.2336732

M3 - Conference contribution

AN - SCOPUS:84865318985

SN - 9781450314107

T3 - ACM International Conference Proceeding Series

BT - Playing the System - IE 2012, Proceedings of the 8th Australasian Conference on Interactive Entertainment

T2 - 8th Australasian Conference on Interactive Entertainment: Playing the System, IE 2012

Y2 - 21 July 2012 through 22 July 2012

ER -

A feasibility study in using facial expressions analysis to evaluate player experiences

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Cite this