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• scaffold
  • Our system scaffolds novice users by providing contextual hints during the design process.
  • We scaffold creative exploration by constraining the design space in early stages.
• leverage
  • We leverage users’ existing mental models to reduce the learning curve of the interface.
  • The system leverages social signals, such as gaze and body orientation, to enable implicit interactions.

• constructive feedback

• To discover what constitues misuse,
• We surface why artists defy norms
• normativity
  • normative ground

• one-size-fits-all
• overwelming users
• beginner-friendly UI
• UI cannot be stripped down overly
• creative professionals demand "high ceiling" in design.
• She's adept at invoking dozens of command lines
• There's no reproducibility

• criteria, design principles, design patterns
• empirical studies to better understand interaction
• In a preliminary study, we identified three key problems with current tools.
• ideation
  • enhance an ongoing collaborative ideation sessions
• this is one of the byproducts
• it's an oversimplification
• provide qualitative and quantitave ways to compare interaction techniques
• In a preliminary study (six graphic designers, six non-designers)

• power gradient
• anti-patterns for
• methodology

GUI Research

• object of interest - the central to direct manipulationt
• Screen real-estate
  • These use increasing amount of screen real-estate
  • Spatial activation requres the instrument to be visible on the screen, taking up screen real-estate
• design space
  • デザインの可能性空間
  • A large design space lies between a single mouse and hundreds of potentiometers
• reification: 物象化
  • マルクス主義の言葉だが、GUI研究においては、抽象的なアクション、コマンドを操作可能なオブジェクトとしてUI上に受肉させること
• give a sense of casuality 因果関係を感じさせる
• The interactive evolutionary computation (IEC), i.e., an evolutionary computation whose fitness function is provided by users, has been applied to aesthetic areas, such as art, design and music.
  • Music Composition with Interactive Evolutionary Computation by 徳井直生
• This tightening of the traditional edit-compile-run cycle reduces the cognitive gap between program code and execution
  • https://dl.acm.org/doi/abs/10.1145/2491956.2462170
• “the computer for the rest of us”