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DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study

Published: 11 May 2024 Publication History

Abstract

Elicitation diary studies, a type of qualitative, longitudinal research method, involve participants to self-report aspects of events of interest at their occurrences as memory cues for providing details and insights during post-study interviews. However, due to time constraints and lack of motivation, participants’ diary entries may be vague or incomplete, impairing their later recall. To address this challenge, we designed an automatic contextual information recording agent, DiaryHelper, based on the theory of episodic memory. DiaryHelper can predict five dimensions of contextual information and confirm with participants. We evaluated the use of DiaryHelper in both the recording period and the elicitation interview through a within-subject study (N=12) over a period of two weeks. Our results demonstrated that DiaryHelper can assist participants in capturing abundant and accurate contextual information without significant burden, leading to a more detailed recall of recorded events and providing greater insights.

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  • (2024)MyListener: An AI-Mediated Journaling Mobile Application for Alleviating Depression and Loneliness Using Contextual DataCompanion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing10.1145/3675094.3677601(137-141)Online publication date: 5-Oct-2024

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cover image ACM Conferences
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
May 2024
18961 pages
ISBN:9798400703300
DOI:10.1145/3613904
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  1. Diary Study Methods
  2. Elicitation Diary Study
  3. Episodic Memory
  4. Generative AI Techniques

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  • (2024)MyListener: An AI-Mediated Journaling Mobile Application for Alleviating Depression and Loneliness Using Contextual DataCompanion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing10.1145/3675094.3677601(137-141)Online publication date: 5-Oct-2024

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