NotiSummary: Exploring the Potential of AI-Driven Text Summarization on Smartphone Notification Management

Peng Jui Wang, Yi Chi Lee, Uei Dar Chen, Yung Ju Chang*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

As smartphone notifications proliferate, it becomes increasingly challenging for users to review them all. In response, we've developed NotiSummary, an application leveraging ChatGPT to present a concise summary of notifications, thereby reducing the time and effort required to review them. The application also integrates customization capabilities to further enhance the user-centric experience. Our study investigates the potential applicability of AI-based summarization techniques in notifications and explores user interaction patterns with these summaries. Preliminary results show that users find these summaries helpful in quickly accessing specific information, with preferences emerging for receiving summaries early in the morning and late at night. These findings underscore the potential value of notification summarization while highlighting the need to further investigate user preferences for summary appearance and the impact of summary generation on notification management behavior.

Original languageEnglish
Title of host publicationUbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing
PublisherAssociation for Computing Machinery, Inc
Pages113-117
Number of pages5
ISBN (Electronic)9798400702006
DOIs
StatePublished - 8 Oct 2023
Event2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, UbiComp/ISWC 2023 - Cancun, Quintana Roo, Mexico
Duration: 8 Oct 2023 → …

Publication series

NameUbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing

Conference

Conference2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, UbiComp/ISWC 2023
Country/TerritoryMexico
CityCancun, Quintana Roo
Period8/10/23 → …

Keywords

  • ChatGPT
  • Large Language Model
  • Notification Management
  • Notification Overload
  • Text Summarization

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