{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:14:12Z","timestamp":1775067252128,"version":"3.50.1"},"reference-count":38,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2017,9,11]],"date-time":"2017-09-11T00:00:00Z","timestamp":1505088000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/N510129\/1, EP\/L018829\/2, EP\/I032673\/1"],"award-info":[{"award-number":["EP\/N510129\/1, EP\/L018829\/2, EP\/I032673\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["BCS-1520288"],"award-info":[{"award-number":["BCS-1520288"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Proc. ACM Interact. Mob. Wearable Ubiquitous Technol."],"published-print":{"date-parts":[[2017,9,11]]},"abstract":"<jats:p>User interaction patterns with mobile apps and notifications are generally complex due to the many factors involved. However a deep understanding of what influences them can lead to more acceptable applications that are able to deliver information at the right time. In this paper, we present for the first time an in-depth analysis of interaction behavior with notifications in relation to the location and activity of users. We conducted an in-situ study for a period of two weeks to collect more than 36,000 notifications, 17,000 instances of application usage, 77,000 location samples, and 487 days of daily activity entries from 26 students at a UK university.<\/jats:p>\n          <jats:p>Our results show that users\u2019 attention towards new notifications and willingness to accept them are strongly linked to the location they are in and in minor part to their current activity. We consider both users\u2019 receptivity and attentiveness, and we show that different response behaviors are associated to different locations. These findings are fundamental from a design perspective since they allow us to understand how certain types of places are linked to specific types of interaction behavior. This information can be used as a basis for the development of novel intelligent mobile applications and services.<\/jats:p>","DOI":"10.1145\/3131901","type":"journal-article","created":{"date-parts":[[2017,9,11]],"date-time":"2017-09-11T12:12:26Z","timestamp":1505131946000},"page":"1-22","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":42,"title":["Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns"],"prefix":"10.1145","volume":"1","author":[{"given":"Abhinav","family":"Mehrotra","sequence":"first","affiliation":[{"name":"University College London, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandrine R.","family":"M\u00fcller","sequence":"additional","affiliation":[{"name":"University of Cambridge, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriella M.","family":"Harari","sequence":"additional","affiliation":[{"name":"Stanford University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Samuel D.","family":"Gosling","sequence":"additional","affiliation":[{"name":"University of Texas at Austin, USA and University of Melbourne, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cecilia","family":"Mascolo","sequence":"additional","affiliation":[{"name":"University of Cambridge and The Alan Turing Institute, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mirco","family":"Musolesi","sequence":"additional","affiliation":[{"name":"University College London and The Alan Turing Institute, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter J.","family":"Rentfrow","sequence":"additional","affiliation":[{"name":"University of Cambridge, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,9,11]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"2016. Android\u2019s Notification Listener Service. (2016). http:\/\/developer.android.com\/reference\/android\/service\/notification\/ NotificationListenerService.html.  2016. Android\u2019s Notification Listener Service. (2016). http:\/\/developer.android.com\/reference\/android\/service\/notification\/ NotificationListenerService.html."},{"key":"e_1_2_1_2_1","unstructured":"2016. Android\u2019s Usage Stats Manager. https:\/\/developer.android.com\/reference\/android\/app\/usage\/UsageStatsManager.html. (2016).  2016. Android\u2019s Usage Stats Manager. https:\/\/developer.android.com\/reference\/android\/app\/usage\/UsageStatsManager.html. (2016)."},{"key":"e_1_2_1_3_1","unstructured":"2016. Google\u2019s Place Types. https:\/\/developers.google.com\/places\/supported_types. (2016).  2016. Google\u2019s Place Types. https:\/\/developers.google.com\/places\/supported_types. (2016)."},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/985692.985727"},{"key":"e_1_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Gediminas Adomavicius and Alexander Tuzhilin. 2015. Context-aware recommender systems. In Recommender Systems Handbook.  Gediminas Adomavicius and Alexander Tuzhilin. 2015. Context-aware recommender systems. In Recommender Systems Handbook.","DOI":"10.1007\/978-1-4899-7637-6_6"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2005.12.009"},{"key":"e_1_2_1_7_1","unstructured":"Brian P Bailey Joseph A Konstan and John V Carlis. 2001. The effects of interruptions on task performance annoyance and anxiety in the user interface. In INTERACT\u201901.  Brian P Bailey Joseph A Konstan and John V Carlis. 2001. The effects of interruptions on task performance annoyance and anxiety in the user interface. In INTERACT\u201901."},{"key":"e_1_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Matthias B\u00f6hmer Brent Hecht Johannes Sch\u00f6ning Antonio Kr\u00fcger and Gernot Bauer. 2011. Falling asleep with Angry Birds Facebook and Kindle: a large scale study on mobile application usage. In MobileHCI\u201911.  Matthias B\u00f6hmer Brent Hecht Johannes Sch\u00f6ning Antonio Kr\u00fcger and Gernot Bauer. 2011. Falling asleep with Angry Birds Facebook and Kindle: a large scale study on mobile application usage. In MobileHCI\u201911.","DOI":"10.1145\/2037373.2037383"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.54.101601.145030"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2007.01.019"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-011-0490-1"},{"key":"e_1_2_1_12_1","unstructured":"Edward Cutrell Mary Czerwinski and Eric Horvitz. 2001. Notification disruption and memory: Effects of messaging interruptions on memory and performance. In INTERACT\u201901.  Edward Cutrell Mary Czerwinski and Eric Horvitz. 2001. Notification disruption and memory: Effects of messaging interruptions on memory and performance. In INTERACT\u201901."},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.91"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1814433.1814453"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628367"},{"key":"e_1_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1851600.1851620"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1006\/jevp.1999.0163"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971762"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718918.1718926"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2011.08.017"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2010.5560598"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971747"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807544"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858566"},{"key":"e_1_2_1_25_1","volume-title":"The evaluative image of the city","author":"Nasar Jack L"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2638728.2641699"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493490"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632062"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628364"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2556973"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2005.29"},{"key":"e_1_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2371574.2371577"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1002\/per.1994"},{"key":"e_1_2_1_34_1","unstructured":"Yvonne Rogers and Paul Marshall. 2017. Research in the Wild. Morgan 8 Claypool Publishers.   Yvonne Rogers and Paul Marshall. 2017. Research in the Wild. Morgan 8 Claypool Publishers."},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557189"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-015-0061-1"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2068816.2068847"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493988.2494333"}],"container-title":["Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3131901","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3131901","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3131901","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:30:33Z","timestamp":1750217433000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3131901"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9,11]]},"references-count":38,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,9,11]]}},"alternative-id":["10.1145\/3131901"],"URL":"https:\/\/doi.org\/10.1145\/3131901","relation":{},"ISSN":["2474-9567"],"issn-type":[{"value":"2474-9567","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9,11]]},"assertion":[{"value":"2017-02-01","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":"2017-09-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}