Games, Gameplay, and BCI: The State of the Art

D Marshall, D Coyle, S Wilson, M Callaghan

Research output: Contribution to journalArticle

79 Citations (Scopus)

Abstract

Brain-Computer Interfaces (BCIs) and basic computer games have been interconnected since BCI development began, exploiting game-play elements as a means of enhancing performance in BCI training protocols and entertaining and challenging participants whilst training to use a BCI. By providing the BCI user with an entertaining environment researchers hope to assist users in becoming more proficient at controlling a BCI system. BCIs have been used to enrich the experience of abled-bodied and physically impaired users in various computer applications, in particular, computer games. BCI games have been reviewed previously, yet a critical evaluation of ‘gameplay’ within BCI games has not been undertaken. Gameplay is a key aspect of any computer game and encompasses the challenges presented to the player, the actions made available to the player by the game designer to overcome the challenges and the interaction mechanism in the game. Here, the appropriateness of game genres (a category of games characterised by a particular set of gameplay challenges) and the associated gameplay challenges for different BCI paradigms is evaluated. The gameplay mechanics employed across a range of BCI games are reviewed and evaluated in terms of the BCI control strategy’s suitability, considering the genre and gameplay mechanics employed. A number of recommendations for the field relating to genre specific BCI-games development and assessing user performance are also provided for BCI game developers.
LanguageEnglish
Pages82-99
JournalIEEE Transactions on Computational Intelligence and AI in Games
Volume5
Issue number2
DOIs
Publication statusPublished - Jun 2013

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Brain computer interface
Computer games
Mechanics
Computer applications

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abstract = "Brain-Computer Interfaces (BCIs) and basic computer games have been interconnected since BCI development began, exploiting game-play elements as a means of enhancing performance in BCI training protocols and entertaining and challenging participants whilst training to use a BCI. By providing the BCI user with an entertaining environment researchers hope to assist users in becoming more proficient at controlling a BCI system. BCIs have been used to enrich the experience of abled-bodied and physically impaired users in various computer applications, in particular, computer games. BCI games have been reviewed previously, yet a critical evaluation of ‘gameplay’ within BCI games has not been undertaken. Gameplay is a key aspect of any computer game and encompasses the challenges presented to the player, the actions made available to the player by the game designer to overcome the challenges and the interaction mechanism in the game. Here, the appropriateness of game genres (a category of games characterised by a particular set of gameplay challenges) and the associated gameplay challenges for different BCI paradigms is evaluated. The gameplay mechanics employed across a range of BCI games are reviewed and evaluated in terms of the BCI control strategy’s suitability, considering the genre and gameplay mechanics employed. A number of recommendations for the field relating to genre specific BCI-games development and assessing user performance are also provided for BCI game developers.",
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Games, Gameplay, and BCI: The State of the Art. / Marshall, D; Coyle, D; Wilson, S; Callaghan, M.

In: IEEE Transactions on Computational Intelligence and AI in Games, Vol. 5, No. 2, 06.2013, p. 82-99.

Research output: Contribution to journalArticle

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