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Towards Heuristics for AI-Based Eating Disorder Apps

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

E-pub ahead of print

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Towards Heuristics for AI-Based Eating Disorder Apps. / Guluzade, Lala; Sas, Corina.
Designing (with) AI for Wellbeing Workshop at CHI 2024. New York: ACM, 2024. p. 1-11.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Guluzade, L & Sas, C 2024, Towards Heuristics for AI-Based Eating Disorder Apps. in Designing (with) AI for Wellbeing Workshop at CHI 2024. ACM, New York, pp. 1-11, Designing (with) AI for Wellbeing Workshop at CHI 2024 , Hawaii, United States, 11/05/24.

APA

Guluzade, L., & Sas, C. (2024). Towards Heuristics for AI-Based Eating Disorder Apps. In Designing (with) AI for Wellbeing Workshop at CHI 2024 (pp. 1-11). ACM. Advance online publication.

Vancouver

Guluzade L, Sas C. Towards Heuristics for AI-Based Eating Disorder Apps. In Designing (with) AI for Wellbeing Workshop at CHI 2024. New York: ACM. 2024. p. 1-11 Epub 2024 May 12.

Author

Guluzade, Lala ; Sas, Corina. / Towards Heuristics for AI-Based Eating Disorder Apps. Designing (with) AI for Wellbeing Workshop at CHI 2024. New York : ACM, 2024. pp. 1-11

Bibtex

@inproceedings{6b1e31d8da184232be82af01f5ecea18,
title = "Towards Heuristics for AI-Based Eating Disorder Apps",
abstract = "Despite the societal impact of eating disorders, the exploration of mobile apps for eating disorders and in particular their AI-based features has been limited. We report a functionality review of 4 apps for eating disorders which claim to leverage AI. Findings indicate that apps provide functionalities such as tracking of thoughts and moods, and provision of interventions, including conversational agents designed by using ML and NLP, albeit the specific use of AI lacks clarity. We advance some heuristics for AI-based mobile apps for eating disorders which, by drawing from previous work, we grouped under four themes of heuristics for decision-making, personalization, productivity, and security.",
keywords = "eating disorders, AI, artificial intelligence, heuristics, mobile apps, chatbots, conversational agents, explainable AI",
author = "Lala Guluzade and Corina Sas",
year = "2024",
month = may,
day = "12",
language = "English",
pages = "1--11",
booktitle = "Designing (with) AI for Wellbeing Workshop at CHI 2024",
publisher = "ACM",
note = "Designing (with) AI for Wellbeing Workshop at CHI 2024 ; Conference date: 11-05-2024 Through 16-05-2024",
url = "https://designingwithaiforwellbeing.github.io/#Workshop_themes",

}

RIS

TY - GEN

T1 - Towards Heuristics for AI-Based Eating Disorder Apps

AU - Guluzade, Lala

AU - Sas, Corina

PY - 2024/5/12

Y1 - 2024/5/12

N2 - Despite the societal impact of eating disorders, the exploration of mobile apps for eating disorders and in particular their AI-based features has been limited. We report a functionality review of 4 apps for eating disorders which claim to leverage AI. Findings indicate that apps provide functionalities such as tracking of thoughts and moods, and provision of interventions, including conversational agents designed by using ML and NLP, albeit the specific use of AI lacks clarity. We advance some heuristics for AI-based mobile apps for eating disorders which, by drawing from previous work, we grouped under four themes of heuristics for decision-making, personalization, productivity, and security.

AB - Despite the societal impact of eating disorders, the exploration of mobile apps for eating disorders and in particular their AI-based features has been limited. We report a functionality review of 4 apps for eating disorders which claim to leverage AI. Findings indicate that apps provide functionalities such as tracking of thoughts and moods, and provision of interventions, including conversational agents designed by using ML and NLP, albeit the specific use of AI lacks clarity. We advance some heuristics for AI-based mobile apps for eating disorders which, by drawing from previous work, we grouped under four themes of heuristics for decision-making, personalization, productivity, and security.

KW - eating disorders

KW - AI

KW - artificial intelligence

KW - heuristics

KW - mobile apps

KW - chatbots

KW - conversational agents

KW - explainable AI

M3 - Conference contribution/Paper

SP - 1

EP - 11

BT - Designing (with) AI for Wellbeing Workshop at CHI 2024

PB - ACM

CY - New York

T2 - Designing (with) AI for Wellbeing Workshop at CHI 2024

Y2 - 11 May 2024 through 16 May 2024

ER -