"She is in a bad mood now": Leveraging peers to increase data quantity via a chatbot-based ESM

Yu Lin Chang, Yung-Ju Chang, Chih Ya Shen

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

The experience sampling method (ESM) is widely used for collecting in situ experiences in various domains. One known limitation, however, is its reliance on participants being receptive to ESM questionnaires at the sampled moments. At moments when participants cannot notice or respond to an ESM questionnaire, researchers cannot obtain a response. In this research, we explored the feasibility of inviting peers to provide information about participants in an ESM study. Results from a two-week experiment with a total of 27 participants and 82 peers showed that including peers' ESM responses increased ESM data quantity. Furthermore, the agreement between the peers' and the participants' responses could be maintained by asking peers' confidence. Even considering only data with high confidence could increase data quantity. Moreover, inviting peers had a positive impact on the participant's compliance to respond. These results suggest that using peer-ESM to obtain more in-situ data about participants is promising.

原文English
主出版物標題Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019
發行者Association for Computing Machinery, Inc
ISBN(電子)9781450368254
DOIs
出版狀態Published - 1 十月 2019
事件21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019 - Taipei, Taiwan
持續時間: 1 十月 20194 十月 2019

出版系列

名字Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019

Conference

Conference21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019
國家Taiwan
城市Taipei
期間1/10/194/10/19

指紋 深入研究「"She is in a bad mood now": Leveraging peers to increase data quantity via a chatbot-based ESM」主題。共同形成了獨特的指紋。

  • 引用此

    Chang, Y. L., Chang, Y-J., & Shen, C. Y. (2019). "She is in a bad mood now": Leveraging peers to increase data quantity via a chatbot-based ESM. 於 Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019 [a58] (Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019). Association for Computing Machinery, Inc. https://doi.org/10.1145/3338286.3344406