A hybrid user experience evaluation method for mobile games

Qi Yu, Xiaoping Che, Siqi Ma, Shirui Pan, Yuxiang Yang, Weiwei Xing, Ximeng Wang

Research output: Contribution to journalArticleResearchpeer-review

Abstract

With the development of the mobile phone industry, mobile applications market becomes thriving. However, the immature information technology and unfriendly interface bring negative user experience (UX) to the mobile users and thus affect the service life of mobile applications, especially for the most concerned entertaining applications, mobile games. As a result, the evaluating UX and finding crucial factors of UX become a challenge. Over the last decades, numerous researches have tried to deal with this issue, but none of them has clearly identified the relations among positive-negative UX, sufficient human characteristics and specific events of applications. This paper proposes a subjective-objective evaluation method. Subjective UX of mobile games is sufficiently obtained and objective UX is verified through the electrocardiogram signals and heart rate variability. In order to reveal distinct relations among UX factors, sufficient user characteristics and categories of game events, an improved RIPPER algorithm is proposed by this paper to obtain the relations. Experiments are performed with 300 testers who played mobile parkour games for at least five minutes. The accuracy and efficiency of the proposed method have been verified through real experiments and objective measures. In addition, this paper provides an effective sampling method and a data analysis algorithm to obtain crucial UX factors for mobile applications.

Original languageEnglish
Article number8423056
Pages (from-to)49067-49079
Number of pages13
JournalIEEE Access
Volume6
DOIs
Publication statusPublished - 31 Jul 2018
Externally publishedYes

Keywords

  • data analysis
  • HRV
  • mobile games
  • ripper
  • User experience

Cite this

Yu, Q., Che, X., Ma, S., Pan, S., Yang, Y., Xing, W., & Wang, X. (2018). A hybrid user experience evaluation method for mobile games. IEEE Access, 6, 49067-49079. [8423056]. https://doi.org/10.1109/ACCESS.2018.2859440
Yu, Qi ; Che, Xiaoping ; Ma, Siqi ; Pan, Shirui ; Yang, Yuxiang ; Xing, Weiwei ; Wang, Ximeng. / A hybrid user experience evaluation method for mobile games. In: IEEE Access. 2018 ; Vol. 6. pp. 49067-49079.
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Yu, Q, Che, X, Ma, S, Pan, S, Yang, Y, Xing, W & Wang, X 2018, 'A hybrid user experience evaluation method for mobile games' IEEE Access, vol. 6, 8423056, pp. 49067-49079. https://doi.org/10.1109/ACCESS.2018.2859440

A hybrid user experience evaluation method for mobile games. / Yu, Qi; Che, Xiaoping; Ma, Siqi; Pan, Shirui; Yang, Yuxiang; Xing, Weiwei; Wang, Ximeng.

In: IEEE Access, Vol. 6, 8423056, 31.07.2018, p. 49067-49079.

Research output: Contribution to journalArticleResearchpeer-review

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Yu Q, Che X, Ma S, Pan S, Yang Y, Xing W et al. A hybrid user experience evaluation method for mobile games. IEEE Access. 2018 Jul 31;6:49067-49079. 8423056. https://doi.org/10.1109/ACCESS.2018.2859440