{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T21:30:24Z","timestamp":1730323824203,"version":"3.28.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,9,27]]},"DOI":"10.1145\/3447526.3472020","type":"proceedings-article","created":{"date-parts":[[2021,9,20]],"date-time":"2021-09-20T19:26:52Z","timestamp":1632166012000},"page":"1-12","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["StepUp Forecast: Predicting Future to Promote Walking"],"prefix":"10.1145","author":[{"given":"Asuka","family":"Miyake","sequence":"first","affiliation":[{"name":"NTT Service Evolution Laboratories, Japan"}]},{"given":"Masami","family":"Takahashi","sequence":"additional","affiliation":[{"name":"NTT Service Evolution Laboratories, Japan"}]},{"given":"Ryo","family":"Hashimoto","sequence":"additional","affiliation":[{"name":"NTT Service Evolution Laboratories, Japan"}]},{"given":"Momoko","family":"Nakatani","sequence":"additional","affiliation":[{"name":"School of Engineering, Tokyo Institute of Technology, Japan"}]}],"member":"320","published-online":{"date-parts":[[2021,9,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3275116.3275135"},{"key":"e_1_3_2_1_2_1","unstructured":"Apple watch. 2021. Retrieved February 4 2021 from https:\/\/www.apple.com\/watch\/ Apple watch. 2021. Retrieved February 4 2021 from https:\/\/www.apple.com\/watch\/"},{"key":"e_1_3_2_1_3_1","first-page":"191","volume-title":"Self-efficacy: Toward a Unifying Theory of Behavioral Change.\u00a0Psychological review.\u00a0Vol. 84, No. 2","author":"Bandura Albert","year":"1977","unstructured":"Albert Bandura . 1977 . Self-efficacy: Toward a Unifying Theory of Behavioral Change.\u00a0Psychological review.\u00a0Vol. 84, No. 2 , 191 - 215 . https:\/\/doi.org\/10.1037\/0033-295X.84.2.191 Albert Bandura. 1977. Self-efficacy: Toward a Unifying Theory of Behavioral Change.\u00a0Psychological review.\u00a0Vol. 84, No. 2, 191-215. https:\/\/doi.org\/10.1037\/0033-295X.84.2.191"},{"volume-title":"Adams","year":"1977","author":"Bandura Albert","key":"e_1_3_2_1_4_1","unstructured":"Albert Bandura and Nancy E . Adams . 1977 . Analysis of Self-Efficacy Theory of Behavioral Change. Cognitive therapy and research, 1, 4, 287-310. https:\/\/doi.org\/10.1007\/BF01663995 Albert Bandura and Nancy E. Adams. 1977. Analysis of Self-Efficacy Theory of Behavioral Change. Cognitive therapy and research, 1, 4, 287-310. https:\/\/doi.org\/10.1007\/BF01663995"},{"volume-title":"Proceedings of the 2008 CHI Conference on Human Factors in Computing Systems. ACM, 1797-1806","author":"Consolvo Sunny","key":"e_1_3_2_1_5_1","unstructured":"Sunny Consolvo , David W. McDonald , Tammy Toscos , Mike Y. Chen , Jon Froehlich , Beverly Harrison , Predrag Klasnja , Anthony LaMarca , Louis LeGrand , Ryan Libby , Ian Smith , and James A. Landay . 2008. Activity Sensing in the Wild: A Field Trial of UbiFit Garden . In Proceedings of the 2008 CHI Conference on Human Factors in Computing Systems. ACM, 1797-1806 . https:\/\/doi.org\/10.1145\/1357054.1357335 Sunny Consolvo, David W. McDonald, Tammy Toscos, Mike Y. Chen, Jon Froehlich, Beverly Harrison, Predrag Klasnja, Anthony LaMarca, Louis LeGrand, Ryan Libby, Ian Smith, and James A. Landay. 2008. Activity Sensing in the Wild: A Field Trial of UbiFit Garden. In Proceedings of the 2008 CHI Conference on Human Factors in Computing Systems. ACM, 1797-1806. https:\/\/doi.org\/10.1145\/1357054.1357335"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300600"},{"key":"e_1_3_2_1_7_1","unstructured":"Firebase. 2020. Retrieved February 4 2021 from https:\/\/firebase.google.com\/?hl=en Firebase. 2020. Retrieved February 4 2021 from https:\/\/firebase.google.com\/?hl=en"},{"key":"e_1_3_2_1_8_1","unstructured":"fitbit. 2020. Retrieved February 4 2021 from https:\/\/www.fitbit.com\/ fitbit. 2020. Retrieved February 4 2021 from https:\/\/www.fitbit.com\/"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.2196\/diabetes.8069"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Elaine Anne Hargreaves Nanette Mutrie and Jade Dallas Fleming. 2016. A Web-Based Intervention to Encourage Walking (StepWise): Pilot Randomized Controlled Trial. JMIR research protocols 5 1 e14. https:\/\/doi.org\/10.2196\/resprot.4288 Elaine Anne Hargreaves Nanette Mutrie and Jade Dallas Fleming. 2016. A Web-Based Intervention to Encourage Walking (StepWise): Pilot Randomized Controlled Trial. JMIR research protocols 5 1 e14. https:\/\/doi.org\/10.2196\/resprot.4288","DOI":"10.2196\/resprot.4288"},{"volume-title":"What Does All This Data Mean for My Future Mood? Actionable Analytics and Targeted Reflection for Emotional Well-Being.\u00a0Human\u2013Computer Interaction 32, 5-6","year":"2017","author":"Hollis Victoria","key":"e_1_3_2_1_11_1","unstructured":"Victoria Hollis , Artie Konrad , Aaron Springer , Matthew Antoun , Christopher Antoun , Rob Martin , and Steve Whittaker . 2017. What Does All This Data Mean for My Future Mood? Actionable Analytics and Targeted Reflection for Emotional Well-Being.\u00a0Human\u2013Computer Interaction 32, 5-6 ( 2017 ), 208-267. https:\/\/doi.org\/10.1080\/07370024.2016.1277724 Victoria Hollis, Artie Konrad, Aaron Springer, Matthew Antoun, Christopher Antoun, Rob Martin, and Steve Whittaker. 2017. What Does All This Data Mean for My Future Mood? Actionable Analytics and Targeted Reflection for Emotional Well-Being.\u00a0Human\u2013Computer Interaction 32, 5-6 (2017), 208-267. https:\/\/doi.org\/10.1080\/07370024.2016.1277724"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.2307\/1914185"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/0749-5978(91)90021-K"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0090-2616(03)00028-7"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376475"},{"key":"e_1_3_2_1_16_1","first-page":"261","volume-title":"Interactive Computer Game. In International conference on ubiquitous computing (UbiComp '06)","author":"Lin James J.","year":"1853","unstructured":"James J. Lin , Lena Mamykina , Silvia Lindtner , Gregory Delajoux , and Henry B. Strub . 2006. Fish'n\u2019Steps: Encouraging Physical Activity with an Interactive Computer Game. In International conference on ubiquitous computing (UbiComp '06) . Springer , 261 - 278 . https:\/\/doi.org\/ 10.1007\/1 1853 565_16 James J. Lin, Lena Mamykina, Silvia Lindtner, Gregory Delajoux, and Henry B. Strub. 2006. Fish'n\u2019Steps: Encouraging Physical Activity with an Interactive Computer Game. In International conference on ubiquitous computing (UbiComp '06). Springer, 261-278. https:\/\/doi.org\/ 10.1007\/11853565_16"},{"key":"e_1_3_2_1_17_1","first-page":"2","article-title":"Self-Efficacy Determinants and Consequences of Physical Activity","volume":"28","author":"McAuley Edward","year":"2000","unstructured":"Edward McAuley , Bryan Blissmer . 2000 . Self-Efficacy Determinants and Consequences of Physical Activity . Exerc Sport Sci Rev , 28. 2 . 85-88. Edward McAuley, Bryan Blissmer. 2000. Self-Efficacy Determinants and Consequences of Physical Activity. Exerc Sport Sci Rev, 28. 2. 85-88.","journal-title":"Exerc Sport Sci Rev"},{"volume-title":"Organizational Behavior: Essential theories of motivation and leadership. one.","year":"2005","author":"Miner John B.","key":"e_1_3_2_1_18_1","unstructured":"John B. Miner . 2005 . Organizational Behavior: Essential theories of motivation and leadership. one. Vol. 1 . ME Sharpe . John B. Miner. 2005. Organizational Behavior: Essential theories of motivation and leadership. one. Vol. 1. ME Sharpe."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2012.248691"},{"volume-title":"Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)","author":"Murnane Elizabeth L.","key":"e_1_3_2_1_20_1","unstructured":"Elizabeth L. Murnane , Xin Jiang , Anna Kong , Michelle Park , Weili Shi , Connor Soohoo , Luke Vink , Iris Xia , Xin Yu , John Yang-Sammataro , Grace Young , Jenny Zhi , Paula Moya , and James A. Landay . 2020. Designing Ambient Narrative-Based Interfaces to Reflect and Motivate Physical Activity . In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20) . ACM, 1\u201314. https:\/\/doi.org\/10.1145\/3313831.3376478 Elizabeth L. Murnane, Xin Jiang, Anna Kong, Michelle Park, Weili Shi, Connor Soohoo, Luke Vink, Iris Xia, Xin Yu, John Yang-Sammataro, Grace Young, Jenny Zhi, Paula Moya, and James A. Landay. 2020. Designing Ambient Narrative-Based Interfaces to Reflect and Motivate Physical Activity. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20). ACM, 1\u201314. https:\/\/doi.org\/10.1145\/3313831.3376478"},{"volume-title":"Labour Standards. Retrieved","year":"2021","author":"National Health Promotion Movement in the twenty first century.","key":"e_1_3_2_1_21_1","unstructured":"National Health Promotion Movement in the twenty first century. Ministry of Health , Labour Standards. Retrieved April 5, 2021 from http:\/\/www.kenkounippon21.gr.jp\/kenkounippon21\/about\/kakuron\/index.html National Health Promotion Movement in the twenty first century. Ministry of Health, Labour Standards. Retrieved April 5, 2021 from http:\/\/www.kenkounippon21.gr.jp\/kenkounippon21\/about\/kakuron\/index.html"},{"key":"e_1_3_2_1_22_1","unstructured":"OpenWeatherMap. 2020. Retrieved February 4 2021 from https:\/\/openweathermap.org\/ OpenWeatherMap. 2020. Retrieved February 4 2021 from https:\/\/openweathermap.org\/"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5295"},{"key":"e_1_3_2_1_24_1","unstructured":"Pok\u00e9mon GO. 2020. Retrieved February 4 2021 from https:\/\/www.pokemongo.com\/en-us\/ Pok\u00e9mon GO. 2020. Retrieved February 4 2021 from https:\/\/www.pokemongo.com\/en-us\/"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"James O. Prochaska Wayne F. Velicer. 1997. The transtheoretical model of health behavior change.\u00a0American journal of health promotion \u00a012 1 38-48. https:\/\/doi.org\/10.4278\/0890-1171-12.1.38 James O. Prochaska Wayne F. Velicer. 1997. The transtheoretical model of health behavior change.\u00a0American journal of health promotion \u00a012 1 38-48. https:\/\/doi.org\/10.4278\/0890-1171-12.1.38","DOI":"10.4278\/0890-1171-12.1.38"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3064663.3064676"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.1382"},{"key":"e_1_3_2_1_28_1","unstructured":"scikit-learn. sklearn.ensemble.GradientBoostingRegressor. Retrieved from https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.ensemble.GradientBoostingRegressor.html#. scikit-learn. sklearn.ensemble.GradientBoostingRegressor. Retrieved from https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.ensemble.GradientBoostingRegressor.html#."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/VSMM.2010.5665961"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.7326\/M20-2665"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125805"},{"volume-title":"Physical Activity and Health: A Report of the Surgeon General","author":"U.S. Department of Health and Human Services. 1996.","key":"e_1_3_2_1_32_1","unstructured":"U.S. Department of Health and Human Services. 1996. Physical Activity and Health: A Report of the Surgeon General . U.S. Department of Health and Human Services Centers for Disease Control and Prevention , National Center for Chronic Disease Prevention and Health Promotion. U.S. Department of Health and Human Services. 1996. Physical Activity and Health: A Report of the Surgeon General. U.S. Department of Health and Human Services Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"crossref","unstructured":"Jane C Walsh Teresa Corbett Michael Hogan Jim Duggan and Abra McNamara. 2016. An mHealth intervention using a smartphone app to increase walking behavior in young adults: a pilot study.\u00a0JMIR mHealth and uHealth \u00a04 3 e109. https:\/\/doi.org\/10.4278\/0890-1171-12.1.38 Jane C Walsh Teresa Corbett Michael Hogan Jim Duggan and Abra McNamara. 2016. An mHealth intervention using a smartphone app to increase walking behavior in young adults: a pilot study.\u00a0JMIR mHealth and uHealth \u00a04 3 e109. https:\/\/doi.org\/10.4278\/0890-1171-12.1.38","DOI":"10.2196\/mhealth.5227"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1093\/her\/cyr005"},{"volume-title":"In\u00a0CEUR workshop proceedings,\u00a02068","year":"2018","author":"Zhou Mo","key":"e_1_3_2_1_35_1","unstructured":"Mo Zhou , Yonatan Mintz , Yoshimi Fukuoka , Ken Goldberg , Elena Flowers , Philip Kaminsky , Alejandro Castillejo , and Anil Aswani . 2018 . Personalizing mobile fitness apps using reinforcement learning . In\u00a0CEUR workshop proceedings,\u00a02068 . Mo Zhou, Yonatan Mintz, Yoshimi Fukuoka, Ken Goldberg, Elena Flowers, Philip Kaminsky, Alejandro Castillejo, and Anil Aswani. 2018. Personalizing mobile fitness apps using reinforcement learning. In\u00a0CEUR workshop proceedings,\u00a02068."}],"event":{"name":"MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Toulouse & Virtual France","acronym":"MobileHCI '21"},"container-title":["Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3447526.3472020","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,10]],"date-time":"2023-01-10T02:20:12Z","timestamp":1673317212000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447526.3472020"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,27]]},"references-count":35,"alternative-id":["10.1145\/3447526.3472020","10.1145\/3447526"],"URL":"http:\/\/dx.doi.org\/10.1145\/3447526.3472020","relation":{},"subject":[],"published":{"date-parts":[[2021,9,27]]},"assertion":[{"value":"2021-09-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}
