{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T18:07:36Z","timestamp":1784138856003,"version":"3.55.0"},"reference-count":190,"publisher":"Association for Computing Machinery (ACM)","issue":"6","license":[{"start":{"date-parts":[[2017,12,6]],"date-time":"2017-12-06T00:00:00Z","timestamp":1512518400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100002341","name":"Suomen Akatemia","doi-asserted-by":"publisher","award":["276786-AWARE, 286386-CPDSS,285459-iSCIENCE,304925-CARE"],"award-info":[{"award-number":["276786-AWARE, 286386-CPDSS,285459-iSCIENCE,304925-CARE"]}],"id":[{"id":"10.13039\/501100002341","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["6AIKA-A71143-AKAI"],"award-info":[{"award-number":["6AIKA-A71143-AKAI"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100011264","name":"FP7 People: Marie-Curie Actions","doi-asserted-by":"crossref","award":["645706- GRAGE"],"award-info":[{"award-number":["645706- GRAGE"]}],"id":[{"id":"10.13039\/100011264","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Comput. Surv."],"published-print":{"date-parts":[[2018,11,30]]},"abstract":"<jats:p>The Experience Sampling Method (ESM) is used by scientists from various disciplines to gather insights into the intra-psychic elements of human life. Researchers have used the ESM in a wide variety of studies, with the method seeing increased popularity. Mobile technologies have enabled new possibilities for the use of the ESM, while simultaneously leading to new conceptual, methodological, and technological challenges. In this survey, we provide an overview of the history of the ESM, usage of this methodology in the computer science discipline, as well as its evolution over time. Next, we identify and discuss important considerations for ESM studies on mobile devices, and analyse the particular methodological parameters scientists should consider in their study design. We reflect on the existing tools that support the ESM methodology and discuss the future development of such tools. Finally, we discuss the effect of future technological developments on the use of the ESM and identify areas requiring further investigation.<\/jats:p>","DOI":"10.1145\/3123988","type":"journal-article","created":{"date-parts":[[2017,12,6]],"date-time":"2017-12-06T21:23:15Z","timestamp":1512595395000},"page":"1-40","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":334,"title":["The Experience Sampling Method on Mobile Devices"],"prefix":"10.1145","volume":"50","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5106-7692","authenticated-orcid":false,"given":"Niels","family":"van Berkel","sequence":"first","affiliation":[{"name":"The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Denzil","family":"Ferreira","sequence":"additional","affiliation":[{"name":"University of Oulu, Oulu, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vassilis","family":"Kostakos","sequence":"additional","affiliation":[{"name":"The University of Melbourne, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2017,12,6]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Proceedings of the Privacy and Usability Methods Pow-wow.","author":"Abdesslem F. B."},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2005.83"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0040968"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2014.254959"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07632-4_51"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2007.83"},{"key":"e_1_2_1_7_1","volume-title":"Proceedings of the International Conference on Networked Sensing Systems, 1--6.","author":"Ara K."},{"key":"e_1_2_1_8_1","first-page":"161","article-title":"Using video-based observation research methods in primary care health encounters to evaluate complex interactions","volume":"21","author":"Asan O.","year":"2014","journal-title":"Informat. Primary Care"},{"key":"e_1_2_1_9_1","volume-title":"Proceedings of the IEEE Conference on Control Applications (CCA), 1084--1091","author":"Ashour M."},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2278213"},{"key":"e_1_2_1_11_1","doi-asserted-by":"crossref","unstructured":"S. Barclay C. Todd I. Finlay G. Grande and P. Wyatt. 2002. Not another questionnaire! Maximizing the response rate predicting non-response and assessing non-response bias in postal questionnaire studies of GPs. Family Pract. 19 1 105--111.  S. Barclay C. Todd I. Finlay G. Grande and P. Wyatt. 2002. Not another questionnaire! Maximizing the response rate predicting non-response and assessing non-response bias in postal questionnaire studies of GPs. Family Pract. 19 1 105--111.","DOI":"10.1093\/fampra\/19.1.105"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/089443930101900204"},{"key":"e_1_2_1_13_1","unstructured":"W. Barta H. Tennen and M. Litt. 2012. Measurement reactivity in diary research. In Handbook of Research Methods for Studying Daily Life M. R. Mehl and T. S. Conner (Eds.). Guilford Press New York.  W. Barta H. Tennen and M. Litt. 2012. Measurement reactivity in diary research. In Handbook of Research Methods for Studying Daily Life M. R. Mehl and T. S. Conner (Eds.). Guilford Press New York."},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518995"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1037\/prj0000130"},{"key":"e_1_2_1_16_1","volume-title":"How Workingmen Spend Their time","author":"Bevans G. E.","year":"1913"},{"key":"e_1_2_1_17_1","volume-title":"Intensive Longitudinal Methods: An Introduction to Diary and Experience Sampling Research","author":"Bolger N.","year":"2013"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15324796ABM2602_06"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1177\/0894439312441577"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858164"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858498"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1054972.1055098"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807524"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2552193"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493190.2493225"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785830.2785891"},{"key":"e_1_2_1_27_1","article-title":"Individuals' stress assessment using human-smartphone interaction analysis","author":"Ciman M.","year":"2016","journal-title":"IEEE Trans. Affect. Comput."},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0376-8716(02)00217-X"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023609306024"},{"key":"e_1_2_1_30_1","volume-title":"Experience sampling and ecological momentary assessment with mobile phones. Retrieved","author":"Conner T.","year":"2017"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1054972.1054985"},{"key":"e_1_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2003.1203750"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493190.2494429"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.5555\/1748111.1748125"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02138940"},{"key":"e_1_2_1_36_1","volume-title":"Proceedings of the Human-Computer Interaction -- INTERACT, 263--269","author":"Cutrell E."},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007790170019"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785830.2785840"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0017075"},{"key":"e_1_2_1_40_1","volume-title":"Proceedings of the International Instrumentation and Measurement Technology Conference. IEEE, 1--4.","author":"Ellingson R. M."},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2638728.2638741"},{"key":"e_1_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628367"},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766498.2766506"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.3389\/fict.2015.00006"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518993"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2037373.2037402"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1851600.1851620"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2011.128"},{"key":"e_1_2_1_49_1","volume-title":"Proceedings of the Engineering in Medicine and Biology Society. IEEE","author":"Fletcher R. R."},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/1247660.1247670"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/11853565_20"},{"key":"e_1_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-011-0465-2"},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/2800835.2804396"},{"key":"e_1_2_1_54_1","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 6695--6698","author":"Gomes P."},{"key":"e_1_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2014.07.026"},{"key":"e_1_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481405"},{"key":"e_1_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2009.12.005"},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2015.02.008"},{"key":"e_1_2_1_59_1","volume-title":"Mobile Economy","author":"GSMA.","year":"2016"},{"key":"e_1_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804281"},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-015-0898-0"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhin.2006.11.013"},{"key":"e_1_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0023660"},{"key":"e_1_2_1_64_1","volume-title":"Proceedings of the Symposium on Usable Privacy and Security. 213--230","author":"Harbach M."},{"key":"e_1_2_1_65_1","volume-title":"Proceedings of the SICE Annual Conference","author":"Hareva D. H.","year":"2007"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI.2015.101"},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2014.254952"},{"key":"e_1_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2013.6627783"},{"key":"e_1_2_1_69_1","doi-asserted-by":"crossref","unstructured":"J. M. Hektner J. A. Schmidt and M. Csikszentmihalyi. 2007. Experience Sampling Method: Measuring the Quality of Everyday Life. Sage (2007).  J. M. Hektner J. A. Schmidt and M. Csikszentmihalyi. 2007. Experience Sampling Method: Measuring the Quality of Everyday Life. Sage (2007).","DOI":"10.4135\/9781412984201"},{"key":"e_1_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1145\/2935334.2935340"},{"key":"e_1_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.1348\/135910709X466063"},{"key":"e_1_2_1_72_1","doi-asserted-by":"crossref","unstructured":"S. E. Hormuth. 1986. The sampling of experiences in situ. J. Pers.  S. E. Hormuth. 1986. The sampling of experiences in situ. J. Pers.","DOI":"10.1111\/j.1467-6494.1986.tb00395.x"},{"key":"e_1_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409657"},{"key":"e_1_2_1_74_1","volume-title":"Proceedings of the ITC Specialist Seminar on Energy Efficient and Green Networking. 13--18","author":"Ickin S."},{"key":"e_1_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2012.6178833"},{"key":"e_1_2_1_76_1","doi-asserted-by":"crossref","unstructured":"M. Iida P. E. Shrout J.-P. P. Laurenceau and N. Bolger. 2012. Using diary methods in psychological research. APA PsycNET.  M. Iida P. E. Shrout J.-P. P. Laurenceau and N. Bolger. 2012. Using diary methods in psychological research. APA PsycNET.","DOI":"10.1037\/13619-016"},{"key":"e_1_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971717"},{"key":"e_1_2_1_78_1","volume-title":"Lecture Notes in Computer Science","volume":"2864","author":"Intille S. S."},{"key":"e_1_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466137"},{"key":"e_1_2_1_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jadohealth.2012.05.008"},{"key":"e_1_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971485.2971497"},{"key":"e_1_2_1_82_1","doi-asserted-by":"crossref","unstructured":"D. Kahneman A. B. Krueger D. A. Schkade N. Schwarz and A. A. Stone. 2004. A survey method for characterizing daily life: The day reconstruction method. Science (New York N.Y.) 306 (5702) 1776--1780.  D. Kahneman A. B. Krueger D. A. Schkade N. Schwarz and A. A. Stone. 2004. A survey method for characterizing daily life: The day reconstruction method. Science (New York N.Y.) 306 (5702) 1776--1780.","DOI":"10.1126\/science.1103572"},{"key":"e_1_2_1_83_1","volume-title":"Purple robot. Retrieved","author":"Karr C.","year":"2017"},{"key":"e_1_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858465"},{"key":"e_1_2_1_85_1","volume-title":"Proceedings of the International Symposium on Broadband Multimedia Systems and Broadcasting. IEEE, 1--6.","author":"Ketyk\u00f3 I."},{"key":"e_1_2_1_86_1","doi-asserted-by":"publisher","DOI":"10.1145\/1180875.1180947"},{"key":"e_1_2_1_87_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409240.1409316"},{"key":"e_1_2_1_88_1","volume-title":"Proceedings of the Conference on Human System Interactions. 338--343","author":"Khan V. J."},{"key":"e_1_2_1_89_1","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 4021--4024","author":"Kim J."},{"key":"e_1_2_1_90_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2440764"},{"key":"e_1_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.1145\/1979742.1979872"},{"key":"e_1_2_1_92_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409656"},{"key":"e_1_2_1_93_1","volume-title":"Proceedings of the Southeast Asian Network of Ergonomics Societies Conference. 1--6.","author":"Korunka C."},{"key":"e_1_2_1_94_1","doi-asserted-by":"crossref","unstructured":"S. Kvale. Doing Interviews SAGE (2007).  S. Kvale. Doing Interviews SAGE (2007).","DOI":"10.4135\/9781849208963"},{"key":"e_1_2_1_95_1","unstructured":"R. Larson and M. Csikszentmihalyi. 1983. The experience sampling method In Flow and the Foundations of Positive Psychology M. Csikszentmihalyi (Eds.). Wiley Jossey-Bass.  R. Larson and M. Csikszentmihalyi. 1983. The experience sampling method In Flow and the Foundations of Positive Psychology M. Csikszentmihalyi (Eds.). Wiley Jossey-Bass."},{"key":"e_1_2_1_96_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493452"},{"key":"e_1_2_1_97_1","doi-asserted-by":"publisher","DOI":"10.1145\/2968219.2968304"},{"key":"e_1_2_1_98_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753632"},{"key":"e_1_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom-PASSAT.2012.71"},{"key":"e_1_2_1_100_1","volume-title":"Proceedings of the International Conference on Pervasive Computing and Communications. IEEE, 201--206","author":"Liang G."},{"key":"e_1_2_1_101_1","volume-title":"Proceedings of the International Conference on Pervasive Computing and Communication (Adjunct). IEEE, 68--73","author":"Linnap M."},{"key":"e_1_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2556969"},{"key":"e_1_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2014.138"},{"key":"e_1_2_1_104_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2011.07.014"},{"key":"e_1_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.5555\/2222480"},{"key":"e_1_2_1_106_1","doi-asserted-by":"publisher","DOI":"10.1093\/ijpor\/13.3.326"},{"key":"e_1_2_1_107_1","article-title":"How well can a user's location privacy preferences be determined without using GPS location data? IEEE","author":"Maekawa T.","year":"2016","journal-title":"Trans. Emerg. Topics Comput."},{"key":"e_1_2_1_108_1","doi-asserted-by":"publisher","DOI":"10.1145\/1620545.1620547"},{"key":"e_1_2_1_109_1","doi-asserted-by":"publisher","DOI":"10.1145\/2788412.2788427"},{"key":"e_1_2_1_110_1","volume-title":"Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (Adjunct). 308-311","author":"Maxhuni A."},{"key":"e_1_2_1_111_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858175"},{"key":"e_1_2_1_112_1","unstructured":"K. O. McCabe L. Mack and W. Fleeson. 2011. A guide for data cleaning in experience sampling studies In Handbook of Research Methods for Studying Daily Life M. R. Mehl and T. S. Conner (Eds.). Guilford Press New York.  K. O. McCabe L. Mack and W. Fleeson. 2011. A guide for data cleaning in experience sampling studies In Handbook of Research Methods for Studying Daily Life M. R. Mehl and T. S. Conner (Eds.). Guilford Press New York."},{"key":"e_1_2_1_113_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807544"},{"key":"e_1_2_1_114_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858566"},{"key":"e_1_2_1_115_1","volume-title":"Proceedings of the International Conference on Human-Computer Interaction with Mobile Devices and Services (Adjunct).","author":"Meschtscherjakov A."},{"key":"e_1_2_1_116_1","doi-asserted-by":"publisher","DOI":"10.1145\/1377999.1378016"},{"key":"e_1_2_1_117_1","doi-asserted-by":"publisher","DOI":"10.1006\/jesp.1997.1333"},{"key":"e_1_2_1_118_1","doi-asserted-by":"crossref","unstructured":"T. Miu P. Missier and T. Pl\u00f6tz. 2015. Bootstrapping personalised human activity recognition models using online active learning. In Proceedings of the Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable Autonomic and Secure Computing; Pervasive Intelligence and Computing. IEEE 1138--1147.  T. Miu P. Missier and T. Pl\u00f6tz. 2015. Bootstrapping personalised human activity recognition models using online active learning. In Proceedings of the Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable Autonomic and Secure Computing; Pervasive Intelligence and Computing. IEEE 1138--1147.","DOI":"10.1109\/CIT\/IUCC\/DASC\/PICOM.2015.170"},{"key":"e_1_2_1_119_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.01.016"},{"key":"e_1_2_1_120_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2009.15"},{"key":"e_1_2_1_121_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.237"},{"key":"e_1_2_1_122_1","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 5267--5270","author":"Moturu S. T."},{"key":"e_1_2_1_123_1","volume-title":"Proceedings of the International Conference on Privacy, Security, Risk and Trust and International Conference on Social Computing. IEEE, 208--214","author":"Moturu S. T."},{"key":"e_1_2_1_124_1","volume-title":"Proceedings of the International Conference on International Conference for the Learning Sciences. International Society of the Learning Sciences, 107--114","author":"Muukkonen H."},{"key":"e_1_2_1_125_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0033291708004947"},{"key":"e_1_2_1_126_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.352"},{"key":"e_1_2_1_127_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.11.003"},{"key":"e_1_2_1_128_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-014-0777-0"},{"key":"e_1_2_1_129_1","volume-title":"PACO - The personal analytics companion. Retrieved","author":"PACO.","year":"2017"},{"key":"e_1_2_1_130_1","volume-title":"Mobile Communications. R. Ling","author":"Park W. K."},{"key":"e_1_2_1_131_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2008.2007078"},{"key":"e_1_2_1_132_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702165"},{"key":"e_1_2_1_133_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557121"},{"key":"e_1_2_1_134_1","volume-title":"Personalized Services: Models, Evaluation and Applications, M. Tkal\u010di\u010d, B. De Carolis","author":"Pejovic V.","year":"2016"},{"key":"e_1_2_1_135_1","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632062"},{"key":"e_1_2_1_136_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2014.133"},{"key":"e_1_2_1_137_1","volume-title":"Proceedings of the International Symposium on Broadband Multimedia Systems and Broadcasting. IEEE, 1--6.","author":"Pessemier T. D."},{"key":"e_1_2_1_138_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628364"},{"key":"e_1_2_1_139_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804252"},{"key":"e_1_2_1_140_1","volume-title":"Retrieved","author":"PsyMate","year":"2017"},{"key":"e_1_2_1_141_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124108330005"},{"key":"e_1_2_1_142_1","doi-asserted-by":"publisher","DOI":"10.1525\/mp.2013.31.2.157"},{"key":"e_1_2_1_143_1","unstructured":"H. T. Reis and S. L. Gable. 2000. Event sampling and other methods for studying everyday experience In Handbook of Research methods in Social and Personality Psychology H. T. Reis and C. M. Judd (Eds.). Cambridge University Press New York NY US.  H. T. Reis and S. L. Gable. 2000. Event sampling and other methods for studying everyday experience In Handbook of Research methods in Social and Personality Psychology H. T. Reis and C. M. Judd (Eds.). Cambridge University Press New York NY US."},{"key":"e_1_2_1_144_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702597"},{"key":"e_1_2_1_145_1","volume-title":"Proceedings of the International Multi-Conference on Systems, Sygnals 8 Devices, 1--3.","author":"Rieger A."},{"key":"e_1_2_1_146_1","volume-title":"Proceedings of the International Conference on Pervasive Computing. Springer-Verlag, 170--187","author":"Rosenthal S."},{"key":"e_1_2_1_147_1","volume-title":"Proceedings of the Visual Languages and Human-Centric Computing (Symposium). IEEE, 121--129","author":"Rough D."},{"key":"e_1_2_1_148_1","volume-title":"Proceedings of the International Conference on Wireless Mobile Communication and Healthcare. 116--119","author":"Sabatelli M."},{"key":"e_1_2_1_149_1","doi-asserted-by":"publisher","DOI":"10.1109\/Culture.and.Computing.2015.16"},{"key":"e_1_2_1_150_1","volume-title":"Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare. 229--232","author":"Saeb S."},{"key":"e_1_2_1_151_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557189"},{"key":"e_1_2_1_152_1","unstructured":"M. C. Sala K. Partridge L. Jacobson and J. B. Begole. 2007. An exploration into activity-informed physical advertising using PEST In Pervasive Computing. A. LaMarca M. Langheinrich and K. N. Truong (Eds.). Springer Berlin.   M. C. Sala K. Partridge L. Jacobson and J. B. Begole. 2007. An exploration into activity-informed physical advertising using PEST In Pervasive Computing. A. LaMarca M. Langheinrich and K. N. Truong (Eds.). Springer Berlin."},{"key":"e_1_2_1_153_1","doi-asserted-by":"crossref","unstructured":"C. E. Schwartz M. A. G. Sprangers A. Carey and G. Reed. 2004. Exploring response shift in longitudinal data. Psychology 8 Health 19 1 51--69.  C. E. Schwartz M. A. G. Sprangers A. Carey and G. Reed. 2004. Exploring response shift in longitudinal data. Psychology 8 Health 19 1 51--69.","DOI":"10.1080\/0887044031000118456"},{"key":"e_1_2_1_154_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023605205115"},{"key":"e_1_2_1_155_1","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 6884--6887","author":"Seto E."},{"key":"e_1_2_1_156_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0017074"},{"key":"e_1_2_1_157_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.clinpsy.3.022806.091415"},{"key":"e_1_2_1_158_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702404"},{"key":"e_1_2_1_159_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628404"},{"key":"e_1_2_1_160_1","volume-title":"Proceedings of the Wireless Health. IEEE, 1--7.","author":"Smyth J. M."},{"key":"e_1_2_1_161_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29175-8_5"},{"key":"e_1_2_1_162_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1991.tb00260.x"},{"key":"e_1_2_1_163_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15324796ABM2403_09"},{"key":"e_1_2_1_164_1","doi-asserted-by":"publisher","DOI":"10.1016\/0005-7967(90)90061-M"},{"key":"e_1_2_1_165_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2009.08.011"},{"key":"e_1_2_1_166_1","doi-asserted-by":"publisher","DOI":"10.1145\/1377999.1378003"},{"key":"e_1_2_1_167_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom.2013.132"},{"key":"e_1_2_1_168_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785830.2785894"},{"key":"e_1_2_1_169_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03203603"},{"key":"e_1_2_1_170_1","volume-title":"Proceedings of the Pervasive Health Conference and Workshops. 1--10","author":"Tsai C. C."},{"key":"e_1_2_1_171_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753846.1753985"},{"key":"e_1_2_1_172_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130972"},{"key":"e_1_2_1_173_1","volume-title":"Proceedings of the CHI workshop on Computing and Mental Health. 1--4.","author":"van Berkel N."},{"key":"e_1_2_1_174_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858348"},{"key":"e_1_2_1_175_1","doi-asserted-by":"publisher","DOI":"10.1145\/2800835.2800946"},{"key":"e_1_2_1_176_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628386"},{"key":"e_1_2_1_177_1","volume-title":"Proceedings of the International Conference on Healthcare Informatics. IEEE, 156--167","author":"Vhaduri S."},{"key":"e_1_2_1_178_1","doi-asserted-by":"publisher","DOI":"10.4159\/harvard.9780674865341"},{"key":"e_1_2_1_179_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2015.06.006"},{"key":"e_1_2_1_180_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.05.001"},{"key":"e_1_2_1_181_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971732"},{"key":"e_1_2_1_182_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2013.252358"},{"key":"e_1_2_1_183_1","volume-title":"Proceedings of the International Conference on Affective Computing and Intelligent Interaction and Workshops, 1--6.","author":"Westerink J."},{"key":"e_1_2_1_184_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1991.tb00252.x"},{"key":"e_1_2_1_185_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-011-0376-2"},{"key":"e_1_2_1_186_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557017"},{"key":"e_1_2_1_187_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSMA.2015.11"},{"key":"e_1_2_1_188_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858270"},{"key":"e_1_2_1_189_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557192"},{"key":"e_1_2_1_190_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858360"}],"container-title":["ACM Computing Surveys"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3123988","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3123988","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:30:31Z","timestamp":1750217431000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3123988"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,6]]},"references-count":190,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2018,11,30]]}},"alternative-id":["10.1145\/3123988"],"URL":"https:\/\/doi.org\/10.1145\/3123988","relation":{},"ISSN":["0360-0300","1557-7341"],"issn-type":[{"value":"0360-0300","type":"print"},{"value":"1557-7341","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,6]]},"assertion":[{"value":"2016-09-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2017-07-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2017-12-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}