Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 2007
DOI: 10.1145/1240624.1240646
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Abstract: Sensors are becoming increasingly important in interaction design. Authoring a sensor-based interaction comprises three steps: choosing and connecting the appropriate hardware, creating application logic, and specifying the relationship between sensor values and application logic. Recent research has successfully addressed the first two issues. However, linking sensor input data to application logic remains an exercise in patience and trial-and-error testing for most designers. This paper introduces techniques… Show more

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Cited by 115 publications
(88 citation statements)
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References 27 publications
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“…Hartmann et al present a rapid prototyping tool called Exemplar [15] that allows for authoring of sensor-based interactions by demonstration, thus enabling short iterative demonstrate-edit-review cycles. Yet, it only covers one step in the application development process, forcing the author to switch between different tools, whereas we seek to embed interactive editing (particularly of post-WIMP behavior) seamlessly into the overall authoring process.…”
Section: Related Workmentioning
confidence: 99%
“…Hartmann et al present a rapid prototyping tool called Exemplar [15] that allows for authoring of sensor-based interactions by demonstration, thus enabling short iterative demonstrate-edit-review cycles. Yet, it only covers one step in the application development process, forcing the author to switch between different tools, whereas we seek to embed interactive editing (particularly of post-WIMP behavior) seamlessly into the overall authoring process.…”
Section: Related Workmentioning
confidence: 99%
“…The Ubicorder's EDITY system is inspired in part by Hartmann et al's Exemplar system [29]. Exemplar is a programming by demonstration system for prototyping sensor interactions for ubiquitous computing systems.…”
Section: Programming By Demonstration Systemsmentioning
confidence: 99%
“…For example, Crayons [9] and Eyepatch [23] enabled users to rapidly train visual classifiers using a demonstrationfeedback loop. The Exemplar system [13] employs a similar loop featuring an algorithm that requires only one demonstration. Exemplar focuses on exposing an intelligible and editable visualization of its model, addressing the fact that automatically learned models are often inscrutable [5,18].…”
Section: Limitationsmentioning
confidence: 99%
“…Trace-Driven Debugging Test traces are commonly generated using either Wizard of Oz [20,32], in which the user simulates sensor traces with a special interface, or demonstration [8,13], in which the user enacts an event while recording it with sensors. Both of these techniques become prohibitively demanding for complex events.…”
Section: Limitationsmentioning
confidence: 99%