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Notification Brokering Algorithm for Smartphones

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.advisor Feit, Anna
dc.contributor.author Okatan, Mehmet
dc.date.accessioned 2016-06-17T12:26:57Z
dc.date.available 2016-06-17T12:26:57Z
dc.date.issued 2016-06-13
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/20867
dc.description.abstract The widespread usage of smartphones brought many advantages to our daily lives since people are able to handle so many things just by touching a screen. On the other hand, this trend started to cause various problems such as distraction, low task performance, high error rate, emotional distress, annoyance and many others due to spoiling character of the notifications. The increase of average number of mobile applications and data usage has consolidated the lack of balance between disturbance and communication since users are being bombarded with notifications every day. This research focuses to provide a new computational method to optimize the tradeoff between communication and disturbance by prioritizing and filtering the notifications, as well as deciding the right use of modalities. To achieve these goals, the problem is represented with mathematical formulas and realistic scenarios. To optimize the communication and disturbance tradeoff, techniques such as on-line scheduling, probabilistic modeling and multiple resource theory are used, and a simulation GUI is built in order to be able to follow the results more effectively. Results show that it is possible optimize the mentioned tradeoff and maintain the desired balance by re-scheduling the incoming messages, sending important notifications and using the right modalities. Different modality decisions for varying user selections allow the algorithm to control the total amount of disturbance. As a consequence of on-line scheduling, messages with higher priorities always have the greater percentage of being sent but on the other hand some acceptable delays in the notifications are observed. en
dc.format.extent 55+6
dc.language.iso en en
dc.title Notification Brokering Algorithm for Smartphones en
dc.type G2 Pro gradu, diplomityö fi
dc.contributor.school Sähkötekniikan korkeakoulu fi
dc.subject.keyword notifications en
dc.subject.keyword multiple respurce theory en
dc.subject.keyword context-aware computing en
dc.subject.keyword scheduling en
dc.identifier.urn URN:NBN:fi:aalto-201606172475
dc.programme.major Networking Technology fi
dc.programme.mcode S3029 fi
dc.type.ontasot Master's thesis en
dc.type.ontasot Diplomityö fi
dc.contributor.supervisor Oulasvirta, Antti
dc.programme TLT - Master’s Programme in Communications Ecosystem (TS2005) fi
dc.location P1 fi
local.aalto.openaccess no
dc.rights.accesslevel closedAccess
local.aalto.idinssi 53907
dc.type.publication masterThesis
dc.type.okm G2 Pro gradu, diplomityö


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