How to Support Users in Understanding Intelligent Systems? Structuring the Discussion
summary
A literature survey using theoretical sampling and three-step coding analyzes 222 papers to produce a user-centered framework with three categories (user mindsets: utilitarian, interpretive, critical; user involvement: active vs passive) and four knowledge types (output, process, interaction, meta). The work classifies prior approaches, maps a Koch et al. mood-board prototype to the framework, and shows the framework helps decide whether designs give users output knowledge only or also actionable process and interaction knowledge.
AI-written summary · about
chapters (7)
- 0:00Introduction
- 0:32What does supporting user understanding mean
- 1:17Network
- 1:48Methodology
- 2:44Framework
- 5:49Example
- 7:21Summary
related talks
22mUsing Co-Design to Examine How Children Conceptualize Intelligent Interfaces
22mEngineering Intuitive Experiences
45mThinking in Systems to Design Your Personal Design Principles
20mMicrointeractions for the System: Design in the Age of Techlash
51mSystems are communication structures -
14mParticipatory Design through a Learning Science Lens
41mMindful Design: The Practical Stuff – The Psychology Of UX
54mEthical AI Development: Leveraging Human Centered Design for Inclusive and Trustworthy Solutions
