Data underlying the bachelor thesis: Integrating Human Feedback in a Virtual Smoking Cessation Coach: Optimizing Behavioral and Identity Outcomes with Reinforcement Learning. (dataset)

Data underlying the bachelor thesis: Integrating Human Feedback in a Virtual Smoking Cessation Coach: Optimizing Behavioral and Identity Outcomes with Reinforcement Learning.

doi:10.4121/0586815e-3655-4a15-b09a-2c79e8faa259.v1

The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/0586815e-3655-4a15-b09a-2c79e8faa259

Datacite citation style:

Alaswad, Ghiyath (2024): Data underlying the bachelor thesis: Integrating Human Feedback in a Virtual Smoking Cessation Coach: Optimizing Behavioral and Identity Outcomes with Reinforcement Learning. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/0586815e-3655-4a15-b09a-2c79e8faa259.v1

Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite

Dataset

categories

keywords

Behavior change support systems, Chatbot, Conversational agent, eHealth, Quitting smoking, Reinforcement learning, Smoking, Smoking cessation, Virtual coach

licence

CC BY 4.0

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by Ghiyath Alaswad

This dataset includes the analysis code for the bachelor thesis titled "Integrating Human Feedback in a Virtual Smoking Cessation Coach: Optimizing Behavioral and Identity Outcomes with Reinforcement Learning" by Ghiyath Alaswad.

The research utilizes reinforcement learning to decide when to provide human feedback to users engaged in a smoking cessation program. The study is already explained on the OSF platform, and the data will be published there soon. The OSF link for the study is https://osf.io/78cnr.

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