Characterization of human use of ethanol based on video games with ethanol rewards

Model, system identification and statistical performance

Ipek Ozil, Martin H. Plawecki, Peter C. Doerschuk, Sean O'Connor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recent research on alcoholism explores the influence of family history and genetics on the risk of developing abuse or dependence. Endophenotypes and behavioral paradigms have been used to help detect genetic contributions to this disease. Electronic tasks, which can be considered video games, that provide alcohol as a reward in controlled environments have been developed to explore some of the behaviors and characteristics of individuals with or at risk for alcohol substance use disorders. One such game involves a progressive work paradigm where subjects receive larger or smaller alcohol rewards for completing the task. A generative model for this game is described along with the signal processing needed to characterize the subjects' behavior by system identification. Statistical performance of the algorithm is described and evaluated for the human data. Potential meanings of the different parameter values and the performance results are described.

Original languageEnglish
Title of host publicationConference Record - Asilomar Conference on Signals, Systems and Computers
Pages1107-1111
Number of pages5
DOIs
StatePublished - 2011
Event45th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2011 - Pacific Grove, CA, United States
Duration: Nov 6 2011Nov 9 2011

Other

Other45th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2011
CountryUnited States
CityPacific Grove, CA
Period11/6/1111/9/11

Fingerprint

Identification (control systems)
Alcohols
Ethanol
Signal processing
Genetics

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing

Cite this

Ozil, I., Plawecki, M. H., Doerschuk, P. C., & O'Connor, S. (2011). Characterization of human use of ethanol based on video games with ethanol rewards: Model, system identification and statistical performance. In Conference Record - Asilomar Conference on Signals, Systems and Computers (pp. 1107-1111). [6190185] https://doi.org/10.1109/ACSSC.2011.6190185

Characterization of human use of ethanol based on video games with ethanol rewards : Model, system identification and statistical performance. / Ozil, Ipek; Plawecki, Martin H.; Doerschuk, Peter C.; O'Connor, Sean.

Conference Record - Asilomar Conference on Signals, Systems and Computers. 2011. p. 1107-1111 6190185.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ozil, I, Plawecki, MH, Doerschuk, PC & O'Connor, S 2011, Characterization of human use of ethanol based on video games with ethanol rewards: Model, system identification and statistical performance. in Conference Record - Asilomar Conference on Signals, Systems and Computers., 6190185, pp. 1107-1111, 45th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2011, Pacific Grove, CA, United States, 11/6/11. https://doi.org/10.1109/ACSSC.2011.6190185
Ozil I, Plawecki MH, Doerschuk PC, O'Connor S. Characterization of human use of ethanol based on video games with ethanol rewards: Model, system identification and statistical performance. In Conference Record - Asilomar Conference on Signals, Systems and Computers. 2011. p. 1107-1111. 6190185 https://doi.org/10.1109/ACSSC.2011.6190185
Ozil, Ipek ; Plawecki, Martin H. ; Doerschuk, Peter C. ; O'Connor, Sean. / Characterization of human use of ethanol based on video games with ethanol rewards : Model, system identification and statistical performance. Conference Record - Asilomar Conference on Signals, Systems and Computers. 2011. pp. 1107-1111
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