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Volumn 17, Issue 10, 2018, Pages 2279-2292

DrinkSense: Characterizing Youth Drinking Behavior Using Smartphones

Author keywords

alcohol; Mobile crowdsensing; nightlife; prediction; smartphone data; ubiquitous computing; youth

Indexed keywords

ACCELEROMETERS; ALCOHOLS; ARTIFICIAL INTELLIGENCE; FEATURE EXTRACTION; HEALTH RISKS; LEARNING SYSTEMS; MOBILE TELECOMMUNICATION SYSTEMS; SMARTPHONES; STRESSES; TELEPHONE SETS; UBIQUITOUS COMPUTING;

EID: 85041013723     PISSN: 15361233     EISSN: 15580660     Source Type: Journal    
DOI: 10.1109/TMC.2018.2797901     Document Type: Article
Times cited : (53)

References (54)
  • 1
    • 33745705210 scopus 로고    scopus 로고
    • Binge drinking, british alcohol policy and the new culture of intoxication
    • F. Measham and K. Brain, "Binge drinking, british alcohol policy and the new culture of intoxication, " Crime Media Culture, vol. 1, pp. 262-263, 2005.
    • (2005) Crime Media Culture , vol.1 , pp. 262-263
    • Measham, F.1    Brain, K.2
  • 3
    • 0037530639 scopus 로고    scopus 로고
    • Binge drinking in Europe: Definitions, epidemiology, and consequences
    • G. Gmel, J. Rehm, E. Kuntsche, et al., "Binge drinking in europe: definitions, epidemiology, and consequences, " Sucht, vol. 49, no. 2, pp. 105-116, 2003.
    • (2003) Sucht , vol.49 , Issue.2 , pp. 105-116
    • Gmel, G.1    Rehm, J.2    Kuntsche, E.3
  • 4
    • 84897501281 scopus 로고    scopus 로고
    • Youth drinking in public places: The production of drinking spaces in and outside nightlife areas
    • J. Demant and S. Landolt, "Youth drinking in public places: The production of drinking spaces in and outside nightlife areas, " Urban Stud., vol. 51, pp. 170-184, 2013.
    • (2013) Urban Stud , vol.51 , pp. 170-184
    • Demant, J.1    Landolt, S.2
  • 6
    • 0742272164 scopus 로고    scopus 로고
    • Influence of the recall period on self-reported alcohol intake
    • O. Ekholm, "Influence of the recall period on self-reported alcohol intake, " Eur. J. Clinical Nutrition, vol. 58, pp. 60-63, 2004.
    • (2004) Eur. J. Clinical Nutrition , vol.58 , pp. 60-63
    • Ekholm, O.1
  • 7
    • 84863991718 scopus 로고    scopus 로고
    • Investigating the drinking patterns of young people over the course of the evening at weekends
    • E. Kuntsche and F. Labhart, "Investigating the drinking patterns of young people over the course of the evening at weekends, " Drug Alcohol Dependence, vol. 124, pp. 319-324, 2012.
    • (2012) Drug Alcohol Dependence , vol.124 , pp. 319-324
    • Kuntsche, E.1    Labhart, F.2
  • 8
    • 84878000635 scopus 로고    scopus 로고
    • ICAT: Development of an internetbased data collection method for ecological momentary assessment using personal cell phones
    • E. Kuntsche and F. Labhart, "ICAT: Development of an internetbased data collection method for ecological momentary assessment using personal cell phones, " Eur. J. Psychological Assessment, vol. 29, pp. 140-148, 2013.
    • (2013) Eur. J. Psychological Assessment , vol.29 , pp. 140-148
    • Kuntsche, E.1    Labhart, F.2
  • 11
    • 0029181316 scopus 로고
    • Reviewing theories of adolescent substance use: Organizing pieces in the puzzle
    • J. Petraitis, B. R. Flay, and T. Q. Miller, "Reviewing theories of adolescent substance use: Organizing pieces in the puzzle, " Psychological Bulletin, vol. 117, pp. 67-86, 1995.
    • (1995) Psychological Bulletin , vol.117 , pp. 67-86
    • Petraitis, J.1    Flay, B.R.2    Miller, T.Q.3
  • 12
    • 84859219109 scopus 로고    scopus 로고
    • Solitary versus social drinking: An experimental study on effects of social exposures on in situ alcohol consumption
    • H. Kuendig and E. Kuntsche, "Solitary versus social drinking: An experimental study on effects of social exposures on in situ alcohol consumption, " Alcoholism: Clinical Exp. Res., vol. 36, pp. 732-738, 2012.
    • (2012) Alcoholism: Clinical Exp. Res , vol.36 , pp. 732-738
    • Kuendig, H.1    Kuntsche, E.2
  • 13
    • 84899802425 scopus 로고    scopus 로고
    • Do individual and situational factors explain the link between predrinking and heavier alcohol consumption an event-level study of types of beverage consumed and social context
    • F. Labhart, S. Wells, K. Graham, and E. Kuntsche, "Do individual and situational factors explain the link between predrinking and heavier alcohol consumption? an event-level study of types of beverage consumed and social context, " Alcohol Alcoholism, vol. 49, pp. 327-335, 2014.
    • (2014) Alcohol Alcoholism , vol.49 , pp. 327-335
    • Labhart, F.1    Wells, S.2    Graham, K.3    Kuntsche, E.4
  • 14
    • 84924755006 scopus 로고    scopus 로고
    • The impact of friends on young adults drinking over the course of the evening-An event-level analysis
    • J. Thrul and E. Kuntsche, "The impact of friends on young adults drinking over the course of the evening-An event-level analysis, " Addiction, vol. 110, pp. 619-626, 2015.
    • (2015) Addiction , vol.110 , pp. 619-626
    • Thrul, J.1    Kuntsche, E.2
  • 15
    • 0033981842 scopus 로고    scopus 로고
    • Gender differences in alcohol consumption and adverse drinking consequences: Cross-cultural patterns
    • R. W. Wilsnack, N. D. Vogeltanz, S. C. Wilsnack, and T. R. Harris, "Gender differences in alcohol consumption and adverse drinking consequences: Cross-cultural patterns, " Addiction, vol. 95, pp. 251-265, 2000.
    • (2000) Addiction , vol.95 , pp. 251-265
    • Wilsnack, R.W.1    Vogeltanz, N.D.2    Wilsnack, S.C.3    Harris, T.R.4
  • 16
    • 85050786933 scopus 로고    scopus 로고
    • Mind the gender gap!
    • J. Ostergaard, "Mind the gender gap!" Nordic Stud. Alcohol Drugs, vol. 24, no. 2, pp. 127-148, 2007.
    • (2007) Nordic Stud. Alcohol Drugs , vol.24 , Issue.2 , pp. 127-148
    • Ostergaard, J.1
  • 17
    • 0026515044 scopus 로고
    • Multiple and single location drinking among DWI offenders referred for alcoholism evaluation
    • W. F. Wieczorek, B. A. Miller, and T. H. Nochajski, "Multiple and single location drinking among DWI offenders referred for alcoholism evaluation, " Amer. J. Drug Alcohol Abuse, vol. 18, pp. 103-116, 1992.
    • (1992) Amer. J. Drug Alcohol Abuse , vol.18 , pp. 103-116
    • Wieczorek, W.F.1    Miller, B.A.2    Nochajski, T.H.3
  • 18
    • 84904384422 scopus 로고    scopus 로고
    • The big night out: What happens on the most recent heavy drinking occasion among young victorian risky drinkers?
    • P. M. Dietze, M. Livingston, S. Callinan, and R. Room, "The big night out: What happens on the most recent heavy drinking occasion among young victorian risky drinkers?" Drug Alcohol Rev., vol. 33, pp. 346-353, 2014.
    • (2014) Drug Alcohol Rev , vol.33 , pp. 346-353
    • Dietze, P.M.1    Livingston, M.2    Callinan, S.3    Room, R.4
  • 19
    • 70349313631 scopus 로고    scopus 로고
    • Inferring friendship network structure by using mobile phone data
    • N. Eagle, A. S. Pentland, and D. Lazer, "Inferring friendship network structure by using mobile phone data, " Proc. Nat. Academy Sci. USA, vol. 106, pp. 15274-15278, 2009.
    • (2009) Proc. Nat. Academy Sci. USA , vol.106 , pp. 15274-15278
    • Eagle, N.1    Pentland, A.S.2    Lazer, D.3
  • 20
    • 84867454858 scopus 로고    scopus 로고
    • StressSense: Detecting stress in unconstrained acoustic environments using smartphones
    • H. Lu, et al., "StressSense: Detecting stress in unconstrained acoustic environments using smartphones, " in Proc. ACM Conf. Ubiquitous Comput., 2012, pp. 351-360.
    • (2012) Proc ACM Conf. Ubiquitous Comput , pp. 351-360
    • Lu, H.1
  • 27
    • 84991454127 scopus 로고    scopus 로고
    • The night is young: Urban crowdsourcing of nightlife patterns
    • D. Santani, et al., "The night is young: Urban crowdsourcing of nightlife patterns, " in Proc. ACM Int. Joint Conf. Pervasive Biquitous Comput., 2016, pp. 427-438.
    • (2016) Proc ACM Int. Joint Conf. Pervasive Biquitous Comput , pp. 427-438
    • Santani, D.1
  • 30
    • 84870268604 scopus 로고    scopus 로고
    • Lessons learned from large-scale user studies: Using android market as a source of data
    • D. Ferreira, V. Kostakos, and A. K. Dey, "Lessons learned from large-scale user studies: Using android market as a source of data, " Int. J. Mobile Human Comput. Interaction, vol. 4, pp. 28-43, 2012.
    • (2012) Int. J. Mobile Human Comput. Interaction , vol.4 , pp. 28-43
    • Ferreira, D.1    Kostakos, V.2    Dey, A.K.3
  • 31
    • 84872326994 scopus 로고    scopus 로고
    • Discovering places of interest in everyday life from smartphone data
    • R. Montoliu, J. Blom, and D. Gatica-Perez, "Discovering places of interest in everyday life from smartphone data, " Multimedia Tools Appl., vol. 62, pp. 179-207, 2013.
    • (2013) Multimedia Tools Appl , vol.62 , pp. 179-207
    • Montoliu, R.1    Blom, J.2    Gatica-Perez, D.3
  • 32
    • 84962920836 scopus 로고    scopus 로고
    • Smart devices are different: Assessing and mitigatingmobile sensing heterogeneities for activity recognition
    • A. Stisen, et al., "Smart devices are different: Assessing and mitigatingmobile sensing heterogeneities for activity recognition, " in Proc. 13th ACM Conf. Embedded Networked Sensor Syst., 2015, pp. 127-140.
    • (2015) Proc. 13th ACM Conf. Embedded Networked Sensor Syst , pp. 127-140
    • Stisen, A.1
  • 36
    • 84894543523 scopus 로고    scopus 로고
    • The places of our lives: Visiting patterns and automatic labeling from longitudinal smartphone data
    • Mar
    • T. M. T. Do and D. Gatica-Perez, "The places of our lives: Visiting patterns and automatic labeling from longitudinal smartphone data, " IEEE Tran. Mobile Comput., vol. 13, no. 3, pp. 638-648, Mar. 2014.
    • (2014) IEEE Tran. Mobile Comput , vol.13 , Issue.3 , pp. 638-648
    • Do, T.M.T.1    Gatica-Perez, D.2
  • 37
    • 77956366233 scopus 로고    scopus 로고
    • A triaxial accelerometer-based physical-Activity recognition via augmented-signal features and a hierarchical recognizer
    • Sep
    • A. M. Khan, Y.-K. Lee, S. Y. Lee, and T.-S. Kim, "A triaxial accelerometer-based physical-Activity recognition via augmented-signal features and a hierarchical recognizer, " IEEE Trans. Inform. Technol. Biomed., vol. 14, no. 5, pp. 1166-1172, Sep. 2010.
    • (2010) IEEE Trans. Inform. Technol. Biomed , vol.14 , Issue.5 , pp. 1166-1172
    • Khan, A.M.1    Lee, Y.-K.2    Lee, S.Y.3    Kim, T.-S.4
  • 38
    • 4644220755 scopus 로고    scopus 로고
    • Activity recognition from user-Annotated acceleration data
    • Springer
    • L. Bao and S. S. Intille, "Activity recognition from user-Annotated acceleration data, " in Pervasive Computing. Berlin, Germany: Springer, 2004.
    • (2004) Pervasive Computing. Berlin, Germany
    • Bao, L.1    Intille, S.S.2
  • 40
    • 83455250619 scopus 로고    scopus 로고
    • Smartphone usage in the wild: A large-scale analysis of applications and context
    • T. M. T. Do, J. Blom, and D. Gatica-Perez, "Smartphone usage in the wild: A large-scale analysis of applications and context, " in Proc. 13th Int. Conf. Multimodal Interfaces, 2011, pp. 353-360.
    • (2011) Proc. 13th Int. Conf. Multimodal Interfaces , pp. 353-360
    • Do, T.M.T.1    Blom, J.2    Gatica-Perez, D.3
  • 42
    • 85053059265 scopus 로고    scopus 로고
    • Android API
    • Android API. (2017). [Online]. Available: http://developer. android.com/reference/android/os/BatteryManager.html
    • (2017)
  • 43
    • 19944388571 scopus 로고    scopus 로고
    • Social serendipity: Mobilizing social software
    • Jan-Mar
    • N. Eagle and A. Pentland, "Social serendipity: Mobilizing social software, " IEEE Pervasive Comput., vol. 4, no. 2, pp. 28-34, Jan.-Mar. 2005.
    • (2005) IEEE Pervasive Comput , vol.4 , Issue.2 , pp. 28-34
    • Eagle, N.1    Pentland, A.2
  • 45
    • 84894543523 scopus 로고    scopus 로고
    • The places of our lives: Visiting patterns and automatic labeling from longitudinal smartphone data
    • Mar
    • T. M. T. Do and D. Gatica-Perez , "The places of our lives: Visiting patterns and automatic labeling from longitudinal smartphone data, " IEEE Trans. Mobile Comput., vol. 13, no. 3, pp. 638-648, Mar. 2014.
    • (2014) IEEE Trans. Mobile Comput , vol.13 , Issue.3 , pp. 638-648
    • Do, T.M.T.1    Gatica-Perez, D.2
  • 47
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • J. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent, " J. Statistical Softw., vol. 33, pp. 1-22, 2010.
    • (2010) J. Statistical Softw , vol.33 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 48
    • 77953166503 scopus 로고    scopus 로고
    • Glmnet: Lasso and elastic-net regularized generalized linear models
    • J. Friedman, T. Hastie, N. Simon, J. Qian, and R. Tibshirani, "Glmnet: Lasso and elastic-net regularized generalized linear models, " R Package Ver., (2017). [Online]. Available: https://cran. r-project.org/package=glmnet
    • (2017) R Package Ver
    • Friedman, J.1    Hastie, T.2    Simon, N.3    Qian, J.4    Tibshirani, R.5
  • 50
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests, " Mach. Learn., vol. 45, pp. 5-32, 2001.
    • (2001) Mach. Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 52
    • 25144458021 scopus 로고    scopus 로고
    • Why do young people drink? a review of drinking motives
    • E. Kuntsche, R. Knibbe, G. Gmel, and R. Engels, "Why do young people drink? a review of drinking motives, " Clinical Psychology Rev., vol. 25, pp. 841-861, 2005.
    • (2005) Clinical Psychology Rev , vol.25 , pp. 841-861
    • Kuntsche, E.1    Knibbe, R.2    Gmel, G.3    Engels, R.4
  • 54
    • 84924218220 scopus 로고    scopus 로고
    • Drinking motives mediate cultural differences but not gender differences in adolescent alcohol use
    • E. Kuntsche et al., "Drinking motives mediate cultural differences but not gender differences in adolescent alcohol use, " J. Adolescent Health, vol. 56, pp. 323-329, 2015.
    • (2015) J. Adolescent Health , vol.56 , pp. 323-329
    • Kuntsche, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.