Data underlying the publication: Why don’t you do what you said you would? Conversational strategies for agents supporting healthy lifestyle change
收藏4TU.ResearchData2025-04-22 更新2026-04-23 收录
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https://data.4tu.nl/datasets/262ed770-3794-4ca2-a9f1-265593f72c77/1
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资源简介:
The data is collected in the experiment with the paper "Why don’t you do what you said you would? Conversational strategies for agents supporting healthy lifestyle change" by Pei-Yu Chen, Dirk Heylen, Catholijn Jonker, Birna van Riemsdijk, and Myrthe Tielman. This paper aims to explore the effects of different dialogue strategies on emotion and elicited information.<br>The dataset consists of 1) participants' responses in different strategy conditions ('guided_free.csv', 'guided_MC.csv', 'open.csv'), 2) regression models reported in the paper ('analysis script.R'), 3) the results of the inductive coding is in the file 'open-coded-combination.csv', 4) with which we use the script 'combination_analysis_new.py' to look for patterns in user's behavior explanations.<br>The README file details the data-specific information in the csv.
本数据集源自Pei-Yu Chen、Dirk Heylen、Catholijn Jonker、Birna van Riemsdijk与Myrthe Tielman发表的研究论文《为何你未能践行承诺?支持健康生活方式改变的智能体对话策略》(原文标题:"Why don’t you do what you said you would? Conversational strategies for agents supporting healthy lifestyle change"),其数据来自该论文配套的实验采集工作。本论文旨在探究不同对话策略对情绪及参与者所提供信息的影响。
本数据集包含以下四类内容:1) 不同对话策略条件下的参与者回复数据,对应文件为`guided_free.csv`、`guided_MC.csv`与`open.csv`;2) 论文中报告的回归模型,对应分析脚本为`analysis script.R`;3) 归纳式编码(inductive coding)结果,存储于文件`open-coded-combination.csv`;4) 我们借助脚本`combination_analysis_new.py`结合该编码结果,对用户行为解释中的模式进行挖掘。
README文件详细说明了各CSV文件的专属数据信息。
提供机构:
Heylen, Dirk
创建时间:
2025-04-22



