Human Technology · 2008 · 18 citations · 25 references
Social SciencesPsychologySocial PsychologyHuman-computer InteractionInteraction DesignPersuasionAgent-based DesignIntelligent AgentsInteraction Design PrinciplesInterface DesignAgent TrustAlgorithmic PersuasionCompensatory Decision MakingHuman-agent InteractionReactance TheorySystem Architecture DesignTask Performance Analysis
This paper discusses and evaluates the application of a social psychologically enriched, user-centered approach to agent architecture design. The major aim is to facilitate human-agent interaction (HAI) by making agents not only algorithmically more intelligent but also socially more skillful in communicating with the user. A decision-making model and communicative argumentation strategies have been incorporated into the agent architecture. In the presented content resource management experiments, enhancement of human task performance is demonstrated for users that are supported by a persuasive agent. This superior performance seems to be rooted in a more trusting collaborative relationship between the user and the agent, rather than in the appropriateness of the agent's decision-making suggestions alone. In particular, the second experiment demonstrated that interface interaction design should follow the principles of task-orientation and implicitness. Making the influence of the agent too salient can trigger counterintentional effects, such as users' discomfort and psychological reactance.
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A Theory of Psychological Reactance
E. Paul Torrance, Jack W. Brehm · The American Journal of Psychology · 1968 · 4.9K citations
Machines and Mindlessness: Social Responses to Computers
Clifford Nass, Youngme Moon · Journal of Social Issues · 2000 · 3.6K citations