A stage model for agent-based emotional persuasion with an adaptive target: From a social exchange perspective

Qie, Xiaotong; Wu, Jinghua; Li, Yan; Sun, Yi

doi:10.1016/j.ins.2022.07.147

Cited by 5 publications

(1 citation statement)

References 44 publications

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“…serving as a complement to traditional therapies, was highlighted by [4]. An automatic negotiation strategy model that uses agents (NPCs) to create an emotion-based model, demonstrating its effectiveness, was present by [5] . The importance of non-verbal expressions was tested by [6] revealing that realistic non-verbal cues can increase likability and trustworthiness.…”

Section: Research On the Metaverse 21 Prior Research On Metaverse Exp...mentioning

confidence: 99%

Metaverse Counseling: Transforming Depression Care with AI Digital Humans in Virtual Realms

HWANG,

Seo,

Kim

et al. 2024

Preprint

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In this paper, we present an innovative solution to address the problem of modern depression through a metaverse-based counseling platform. Recognizing that time, space, and social factors make it difficult for individuals to access counseling, the platform leverages NPCs in the metaverse. The platform analyzes user text data to predict suicide risk and emotional state using models built on datasets such as ‘Suicide and Depression Detection’ and various algorithms such as K-nearest neighbors, logistic regression, and SVM. To implement digital human conversations in Unreal Engine, we used several plugins, including speech-to-text, chatbot, and text-to-speech, to process user speech in real time to enable effective counseling responses. Ultimately, the platform aims to provide accessible counseling services and personalized support to depression patients by overcoming temporal and spatial constraints. This metaverse solution is expected to not only break new ground in the treatment of depression, but also contribute significantly to addressing mental health issues, enabling an innovative approach to modern well-being.

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Section: Research On the Metaverse 21 Prior Research On Metaverse Exp...mentioning

confidence: 99%

Metaverse Counseling: Transforming Depression Care with AI Digital Humans in Virtual Realms

HWANG,

Seo,

Kim

et al. 2024

Preprint

View full text Add to dashboard Cite

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A Human-Computer Automated Negotiation Model Based on Opponent’s Emotion and Familiarity

Cao,

Xian

2024

Lecture Notes in Business Information Processing

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An agent-based persuasion model using emotion-driven concession and multi-objective optimization

Wang,

Shen,

Tang

et al. 2024

Auton Agent Multi-Agent Syst

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Multi-attribute negotiation is essentially a multi-objective optimization (MOO) problem, where models of agent-based emotional persuasion (EP) can exhibit characteristics of anthropomorphism. This paper proposes a novel EP model by fusing the strategy of emotion-driven concession with the method of multi-objective optimization (EDC-MOO). Firstly, a comprehensive emotion model is designed to enhance the authenticity of the emotion. A novel concession strategy is then proposed to enable the concession to be dynamically tuned by the emotions of the agents. Finally, a new EP model is constructed by integrating emotion, historical transaction, persuasion behavior, and concession strategy under the framework of MOO. Comprehensive experiments on bilateral negotiation are conducted to illustrate and validate the effectiveness of EDC-MOO. These include an analysis of negotiations under five distinct persuasion styles, a comparison of EDC-MOO with a non-emotion-based MOO negotiation model and classic trade-off strategies, negotiations between emotion-driven and non-emotion-driven agents, and negotiations involving human participants. A detailed analysis of parameter sensitivity is also discussed. Experimental results show that the proposed EDC-MOO model can enhance the diversity of the negotiation process and the anthropomorphism of the bilateral agents, thereby improving the social welfare of both parties.

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A stage model for agent-based emotional persuasion with an adaptive target: From a social exchange perspective

Cited by 5 publications

References 44 publications

Metaverse Counseling: Transforming Depression Care with AI Digital Humans in Virtual Realms

Metaverse Counseling: Transforming Depression Care with AI Digital Humans in Virtual Realms

A Human-Computer Automated Negotiation Model Based on Opponent’s Emotion and Familiarity

An agent-based persuasion model using emotion-driven concession and multi-objective optimization

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