Tadashi Okoshi
Jin Nakazawa
Hideyuki Tokuda
ABSTRACT
As users enjoy their computing with an increasing number of devices, applications and services, and connected other users, users' attention is getting the most precious resource in computing due to increasing information fragments provided proactively. Research on user's attention management and especially interruptibility have been accelerated in the recent years. After clarifying some recent background computing trends, this paper focuses on those researches areas, specifies several possible opportunities in the area, and proposes 3 key future opportunities that include being a layer and platform, communication with industries, and intersection with research areas. This paper aims to motivate active discussion on how we can make our research flourish in rather longer term.
- BI Intelligence. 2014. Here Comes The Internet Of Things. https://intelligence.businessinsider.com/the-internet-of-things-2013--10. (Aug. 2014).Google Scholar
- Fitbit Inc. 2014. Fitbit Trackers. http://www.fitbit.com/. (2014).Google Scholar
- Flurry. 2014. App Install Addiction Shows No Signs of Stopping. http://flurrymobile.tumblr.com/post/115194583975/app-install-addiction-shows-no-signs-of-stopping. (Dec. 2014).Google Scholar
- James Fogarty, Scott E. Hudson, Christopher G. Atkeson, Daniel Avrahami, Jodi Forlizzi, Sara Kiesler, Johnny C. Lee, and Jie Yang. 2005. Predicting Human Interruptibility with Sensors. ACM Transactions on Computer-Human Interaction 12, 1 (March 2005), 119--146. DOI:http://dx.doi.org/10.1145/1057237.1057243 Google ScholarDigital Library
- D. Garlan, D.P. Siewiorek, A. Smailagic, and P. Steenkiste. 2002. Project Aura: toward distraction-free pervasive computing. Pervasive Computing, IEEE 1, 2 (april-june 2002), 22--31. DOI:http://dx.doi.org/10.1109/MPRV.2002.1012334 Google ScholarDigital Library
- Google Inc. 2012. The New Multi-Screen World | Think with Google. http://www.google.com/think/research-studies/the-new-multi-screen-world-study.html. (Aug. 2012).Google Scholar
- Eric Horvitz and Johnson Apacible. 2003. Learning and Reasoning About Interruption. In Proceedings of the 5th International Conference on Multimodal Interfaces (ICMI '03). ACM, New York, NY, USA, 20--27. DOI:http://dx.doi.org/10.1145/958432.958440 Google ScholarDigital Library
- Shamsi T. Iqbal and Brian P. Bailey. 2006. Leveraging Characteristics of Task Structure to Predict the Cost of Interruption. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '06). ACM, New York, NY, USA, 741--750. DOI:http://dx.doi.org/10.1145/1124772.1124882 Google ScholarDigital Library
- Shamsi T. Iqbal and Brian P. Bailey. 2007. Understanding and Developing Models for Detecting and Differentiating Breakpoints During Interactive Tasks. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '07). ACM, New York, NY, USA, 697--706. DOI:http://dx.doi.org/10.1145/1240624.1240732 Google ScholarDigital Library
- Shamsi T. Iqbal and Brian P. Bailey. 2010. Oasis: A Framework for Linking Notification Delivery to the Perceptual Structure of Goal-directed Tasks. ACM Transactions on Computer-Human Interaction 17, 4, Article 15 (Dec. 2010), 28 pages. DOI:http://dx.doi.org/10.1145/1879831.1879833 Google ScholarDigital Library
- Jawbone. 2014. Jawbone UP. http://www.jawbone.com/. (2014).Google Scholar
- Darren Newtson and Gretchen Engquist. 1976. The perceptual organization of ongoing behavior. Journal of Experimental Social Psychology 12, 5 (1976), 436--450.Google ScholarCross Ref
- Mikio Obuchi, Wataru Sasaki, Tadashi Okoshi, Jin Nakazawa, and Hideyuki Tokuda. 2016. Investigating Interruptibility at Activity Breakpoints using Smartphone Activity Recognition API. In Adjunct Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiTtention Workshop 2016. Google ScholarDigital Library
- Tadashi Okoshi, Julian Ramos, Hiroki Nozaki, Jin Nakazawa, Anind K. Dey, and Hideyuki Tokuda. 2015a. Attelia: Reducing User's Cognitive Load due to Interruptive Notifications on Smart Phones. In Proceedings of IEEE International Conference on Pervasive Computing and Communications 2015 (PerCom '15).Google ScholarCross Ref
- Tadashi Okoshi, Julian Ramos, Hiroki Nozaki, Jin Nakazawa, Anind K. Dey, and Hideyuki Tokuda. 2015b. Reducing Users' Perceived Mental Effort Due to Interruptive Notifications in Multi-device Mobile Environments. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '15). 475--486. Google ScholarDigital Library
- Veljko Pejovic and Mirco Musolesi. 2014. InterruptMe : Designing Intelligent Prompting Mechanisms for Pervasive Applications. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '14). ACM, New York, NY, USA, 395--906. DOI:http://dx.doi.org/10.1145/2493432.2493445 Google ScholarDigital Library
- Pew Research Center. 2015. Social Media Update 2014. http://www.pewinternet.org/2015/01/09/social-media-update-2014/. (Jan. 2015).Google Scholar
- Martin Pielot, Tilman Dingler, Jose San Pedro, and Nuria Oliver. 2015. When Attention is Not Scarce - Detecting Boredom from Mobile Phone Usage. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '15). 825--836. Google ScholarDigital Library
- Herbert A Simon. 1971. Designing organizations for an information-rich world. Computers, communication, and the public interest 37 (1971), 40--41.Google Scholar
- Trendstream Limited. 2015. Multi-Device Owners - GWI TRENDS Q1 2015. https://app.globalwebindex.net/products/report/multi-device-owners-q1--2015. (2015).Google Scholar
- Yahoo Aviate. 2014. How Android Users Interact with Their Phones. http://yahooaviate.tumblr.com/image/95795838933. (Aug. 2014).Google Scholar
Index Terms
- Interruptibility research: opportunities for future flourishment
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