Anxiety Phases Dataset

The dataset in this repository includes a subset of <i>electrocardiogram</i>, <i>electrodermal</i>, <i>torso posture and activity</i>, <i>wrist activity</i>, and <i>leg activity</i> measures collected from a high- and low-anxiety group during a bug-phobic and social anxiety experience. Raw files of audio data are not made available to protect the anonymity of the participants, but can be made available upon request subject to ethics agreements. <b><br></b><b>If you use this open-source dataset, please cite the following conference article where this dataset is originally published at:</b><br>Hashini Senaratne, Levin Kuhlmann, Kirsten Ellis, Glenn Melvin, and Sharon Oviatt. 2021. A Multimodal Dataset and Evaluation for Feature Estimators of Temporal Phases of Anxiety. In Proceedings of the 2021 International Conference on Multimodal Interaction (ICMI ’21), October 18–22, 2021, Montréal, QC, Canada. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3462244.3479900<br>For more details on the directory structure, refer to <b>README.md</b> file.<br><b>Authors:</b>Hashini Senaratne, Levin Kuhlmann, Kirsten Ellis, Glenn Melvin, and Sharon Oviatt<br><b>License:</b>This Anxiety Phase Dataset provided on this repository is published under the Creative Commons Attribution-NonCommercial 4.0 International License. This means you can use it for research and educational purposes, but you must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.<br><b>Acknowledgments:</b>We would like to thank our participants, Mairead Cardamone-Breen and Lachlan James (support psychologists), and Yasura Vithana (an electronics engineer), for their immense support to the establishment of the described dataset after a Covid-19 lockdown.

本仓库中的数据集包含从高焦虑组与低焦虑组在昆虫恐惧与社交焦虑情境下采集的**心电图（electrocardiogram）**、**皮肤电（electrodermal）**、**躯干姿态与活动**、**腕部活动**以及**腿部活动**测量数据的子集。音频数据的原始文件出于保护参与者匿名性的考虑未予公开，但可在符合伦理协议的前提下按需申请获取。

**若使用该开源数据集，请引用本数据集首次发表的以下会议论文：**
Hashini Senaratne、Levin Kuhlmann、Kirsten Ellis、Glenn Melvin与Sharon Oviatt. 2021. 面向焦虑时态特征估计器的多模态数据集与评估方法. 见2021年国际多模态交互会议（ICMI ’21）论文集，2021年10月18日至22日，加拿大魁北克省蒙特利尔。ACM，美国纽约州纽约市，共10页。https://doi.org/10.1145/3462244.3479900

有关目录结构的更多细节，请参阅<b>README.md</b>文件。

**作者：**Hashini Senaratne、Levin Kuhlmann、Kirsten Ellis、Glenn Melvin、Sharon Oviatt

**许可证：**本仓库中提供的《焦虑阶段数据集》采用知识共享署名-非商业性使用4.0国际许可协议（Creative Commons Attribution-NonCommercial 4.0 International License）发布。这意味着您可将其用于研究与教育用途，但必须给予适当署名、提供该许可协议的链接，并说明是否对数据集进行了修改。您可以以任何合理方式进行上述操作，但不得暗示许可方认可您或您的使用行为。您不得使用法律条款或技术手段合法限制他人从事本许可协议所允许的行为。

**致谢：**我们谨向参与本次研究的志愿者、支持心理学家Mairead Cardamone-Breen与Lachlan James，以及电子工程师Yasura Vithana致以诚挚谢意，感谢他们在新冠疫情封控期间为本数据集的构建提供的鼎力支持。