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Tadashi Okoshi, Hideyuki Tokuda, Jin Nakazawa
2014 Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct Publication - UbiComp '14 Adjunct  
This paper proposes Attelia, a novel middleware that senses user's attention status on user's smart phones in real-time, without any dedicated psycho-physiological sensors.  ...  To find better delivery timings of interruptive notifications from various applications and services to mobile users, Attelia detects breakpoint[16] of user's activity on the smart phones, with our novel  ...  Design of Attelia Towards the realization of such adaptive notification support, we propose Attelia, a novel middleware that senses user's attention status on user's smart phones.  ... 
doi:10.1145/2638728.2638802 dblp:conf/huc/OkoshiTN14 fatcat:2yrtffgvdbfyjatpydncp6ckvy

Attelia: Reducing user's cognitive load due to interruptive notifications on smart phones

Tadashi Okoshi, Julian Ramos, Hiroki Nozaki, Jin Nakazawa, Anind K. Dey, Hideyuki Tokuda
2015 2015 IEEE International Conference on Pervasive Computing and Communications (PerCom)  
Our evaluation proved the effectiveness of Attelia.  ...  In today's ubiquitous computing environment where the number of devices, applications and web services are ever increasing, human attention is the new bottleneck in computing.  ...  Principles for Attention Status Sensing To defer notifications to user's breakpoints, we must be able to sense their attention state.  ... 
doi:10.1109/percom.2015.7146515 dblp:conf/percom/OkoshiRNNDT15 fatcat:ozhbq4r2ljgobpxxoxhihzov74

Reducing users' perceived mental effort due to interruptive notifications in multi-device mobile environments

Tadashi Okoshi, Julian Ramos, Hiroki Nozaki, Jin Nakazawa, Anind K. Dey, Hideyuki Tokuda
2015 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiComp '15  
Our in-the-wild evaluation in users' multi-device environment (smart phones and smart watches) with 41 participants for 1 month validated the effectiveness of Attelia.  ...  Our multi-device breakpoint detection across smart phones and watches resulted in about 3 times greater reduction in workload perception than our previous system.  ...  Attelia I performed this breakpoint detection in real-time, by sensing user interaction (UI) events on users' smart phones and applying machine learning.  ... 
doi:10.1145/2750858.2807517 dblp:conf/huc/OkoshiRNNDT15 fatcat:rtn4rlnt65gz5ieqlmfoazxcem

A Survey of Attention Management Systems in Ubiquitous Computing Environments

Christoph Anderson, Isabel Hübener, Ann-Kathrin Seipp, Sandra Ohly, Klaus David, Veljko Pejovic
2018 Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies  
In this article, we review attention management system research with a particular focus on ubiquitous computing environments.  ...  Mathematical models of human attention are at the core of these systems, and in this article, we review sensing and machine learning techniques that make such models possible.  ...  Recently, a new wave of pervasive devices -wearables -including smartwatches, fitness wristbands, and smart glasses brought physiological sensing to everyday use.  ... 
doi:10.1145/3214261 fatcat:e27hp7xqsvclvkapj7jv3dnqqe

Intelligent Notification Systems: A Survey of the State of the Art and Research Challenges [article]

Abhinav Mehrotra, Mirco Musolesi
2018 arXiv   pre-print
However, notifications that demand users' attention at inopportune moments are more likely to have adverse effects and might become a cause of potential disruption rather than proving beneficial to users  ...  In order to address these challenges a variety of intelligent notification mechanisms based on monitoring and learning users' behavior have been proposed.  ...  Attelia detects breakpoints during the user's interaction with a mobile phone in real-time, by using the sensors embedded in the phone.  ... 
arXiv:1711.10171v2 fatcat:ohvfdopjkvet3nklusdjmxuruu

Ambient Notification Environments (Dagstuhl Seminar 17161)

Lewis Chuang, Sven Gehring, Judy Kay, Albrecht Schmidt, Marc Herbstritt
2017 Dagstuhl Reports  
Direct notifications are on the exponential rise. In our time, numerous personal computing devices and applications vie for limited attention, racing to deliver large amounts of information to us.  ...  This is based on the presentations and activities conducted during the seminar.  ...  on the user's attention.  ... 
doi:10.4230/dagrep.7.4.38 dblp:journals/dagstuhl-reports/ChuangGK017 fatcat:h3z66743i5aqpb7sqli5wbxd6y

PRISER: Managing Notification in Multiples Devices with Data Privacy Support

Luis Augusto Silva, Valderi Reis Quietinho Leithardt, Carlos O. Rolim, Gabriel Villarrubia González, Cláudio F. R. Geyer, Jorge Sá Silva
2019 Sensors  
New smart devices are developed every day with the ability to generate, send, and display messages about their status, data, and information about other devices.  ...  Its focus is on user profiles and environments, applying data privacy criteria.  ...  user attention).  ... 
doi:10.3390/s19143098 fatcat:knovh2clgzarbgthwdyelypdci

Predicting mobile interruptibility

Fengpeng Yuan
Previous work classified interruptibility as a binary status, interruptible or not interruptible.  ...  We found that people's moods, current places and current involved activities have significant effects on interruptibility.  ...  They employed the ESM method to send random , a novel middleware, senses user's attention status on user's smartphones in real-time.  ... 
doi:10.7282/t36976hx fatcat:ksnu2rlxpnchllkgvdtqtecquu

Dagstuhl Reports, Volume 7, Issue 4, April 2017, Complete Issue [article]

on the user's attention.  ...  Our research software Attelia successfully detected mobile user's breakpoints both during her physical activities and device interactions, in-real-time, by using mobile sensing on the smartphone and smartwatch  ...  Incoming notifications grab our attention, therefore the task completion rates are getting lower. Also, the receiving notifications is poorly timed.  ... 
doi:10.4230/dagrep.7.4 fatcat:oiz7wwh4hbhtvkg773gx65qukm

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) SS 2016. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil XIV

Martin Alexander [Hrsg.] Neumann, Anja [Hrsg.] Erler, Andrei [Hrsg.] Miclaus, Antonios [Hrsg.] Karatzoglou, Long [Hrsg.] Wang, Michael [Hrsg.] Beigl
Online-Status).  ...  While the last paper tried to determine the heartrate while sensing motion, the second one stopped calculating until the phone was below a certain limit of movement.  ... 
doi:10.5445/ir/1000062232 fatcat:rrcknw54vveibidmngtnqvw4iq