The DOI matches its Crossref record; 35 of the 35 references it cites were found in a registry or an index.
This computer responds to user frustration:
Abstract
Use of technology often has unpleasant side effects, which may include strong, negative emotional states that arise during interaction with computers. Frustration, confusion, anger, anxiety and similar emotional states can affect not only the interaction itself, but also productivity, learning, social relationships, and overall well-being. This paper suggests a new solution to this problem: designing human–computer interaction systems to actively support users in their ability to manage and recover from negative emotional states. An interactive affect–support agent was designed and built to test the proposed solution in a situation where users were feeling frustration. The agent, which used only text and buttons in a graphical user interface for its interaction, demonstrated components of active listening, empathy, and sympathy in an effort to support users in their ability to recover from frustration. The agent's effectiveness was evaluated against two control conditions, which were also text-based interactions: (1) users’ emotions were ignored, and (2) users were able to report problems and ‘vent’ their feelings and concerns to the computer. Behavioral results showed that users chose to continue to interact with the system that had caused their frustration significantly longer after interacting with the affect–support agent, in comparison with the two controls. These results support the prediction that the computer can undo some of the negative feelings it causes by helping a user manage his or her emotional state.
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Cites
(2013) · Handbooks of Sociology and Social Research · doi:10.1007/978-94-007-6772-0 · Cited by 7,486
(1997) · Choice Reviews Online · doi:10.5860/choice.34-3702 · Cited by 4,887
ELIZA—a computer program for the study of natural language communication between man and machine
Weizenbaum, J. (1966) · Communications of the ACM · doi:10.1145/365153.365168 · Cited by 4,452
Statistical Principles in Experimental Design
Green, P. E., Winer, B. J., Brown, D. R., & Michels, K. M. (1992) · Journal of Marketing Research · doi:10.2307/3172747 · Cited by 4,333
Positive affect facilitates creative problem solving.
Isen, A. M., Daubman, K. A., & Nowicki, G. P. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.52.6.1122 · Cited by 2,986
ELIZA — a computer program for the study of natural language communication between man and machine
Weizenbaum, J. (1983) · Communications of the ACM · doi:10.1145/357980.357991 · Cited by 2,738
Drinking to regulate positive and negative emotions: A motivational model of alcohol use
Cooper, M. L., Frone, M. R., Russell, M., & Mudar, P. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.5.990 · Cited by 1,975
Emotion regulation and mental health
Gross, J. J., & Muñoz, R. F. (1995) · Clinical Psychology: Science and Practice · doi:10.1111/j.1468-2850.1995.tb00036.x · Cited by 1,595
Wedding, D. (2010) · The Corsini Encyclopedia of Psychology · doi:10.1002/9780470479216.corpsy0248 · Cited by 1,097
Dimensions of Adult Attachment, Affect Regulation, and Romantic Relationship Functioning
Brennan, K. A., & Shaver, P. R. (1995) · Personality and Social Psychology Bulletin · doi:10.1177/0146167295213008 · Cited by 915
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Bickmore, T. W., & Picard, R. W. (2005) · ACM Transactions on Computer-Human Interaction · doi:10.1145/1067860.1067867 · Cited by 1,333
Self-citationBaker, R. S. J. D., D'Mello, S. K., Rodrigo, M. M. T., & Graesser, A. C. (2010) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.12.003 · Cited by 936
Qiu, L., & Benbasat, I. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222250405 · Cited by 737
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Fairclough, S. H. (2009) · Interacting with Computers · doi:10.1016/j.intcom.2008.10.011 · Cited by 608
A Taxonomy of Social Cues for Conversational Agents
Feine, J., Gnewuch, U., Morana, S., & Maedche, A. (2019) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2019.07.009 · Cited by 567
Metadata
- Authors
- Klein, J., Moon, Y., & Picard, R. W.
- Venue
- Interacting with Computers
- Publisher
- Oxford University Press (OUP)
- Published
- 2002-02
- Volume
- 14
- Issue
- 2
- Pages
- 119-140
- ISSN
- 0953-5438 (ISSN-L)
- OpenAlex
- W1941267885
- Cited by
- 558
- References
- 35
- FWCI
- 27.39
- Type
- journal article
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.