Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

Author:

Orzikulova Adiba1ORCID,Xiao Han2ORCID,Li Zhipeng3ORCID,Yan Yukang4ORCID,Wang Yuntao3ORCID,Shi Yuanchun3ORCID,Ghassemi Marzyeh5ORCID,Lee Sung-Ju1ORCID,Dey Anind K6ORCID,Xu Xuhai7ORCID

Affiliation:

1. School of Electrical Engineering, KAIST, Korea, Republic of

2. International School, Beijing University of Posts and Telecommunications, China

3. Department of Computer Science and Technology, Tsinghua University, China

4. Human-Computer Interaction Institute, Carnegie Mellon University, United States

5. MIT, United States

6. Information School, University of Washington, United States

7. Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, United States

Funder

Institute of Information & communications Technology Planning & Evaluation (IITP)

VW Foundation

the Natural Science Foundation of China (NSFC)

Young Elite Scientists Sponsorship Program by CAST

Quanta Computing

Tsinghua University Initiative Scientific Research Program

Publisher

ACM

Reference94 articles.

1. A Systemic Smartphone Usage Pattern Analysis: Focusing on Smartphone Addiction Issue

2. StayFree Apps. 2017. StayFree. https://play.google.com/store/apps/details?id=com.burockgames.timeclocker.

3. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

4. Yoshua Bengio. 2012. Deep learning of representations for unsupervised and transfer learning. In Proceedings of ICML workshop on unsupervised and transfer learning. JMLR Workshop and Conference Proceedings, 17–36.

5. Negative emotional and cognitive responses to being unfriended on Facebook: An exploratory study

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1. MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

2. InteractOut: Leveraging Interaction Proxies as Input Manipulation Strategies for Reducing Smartphone Overuse;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

3. Xuhai “Orson” Xu: “Toward Building Computational Well-Being Ecosystems”;IEEE Pervasive Computing;2024-04

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