19 citations · 71 across the 35 of their papers we have counts for
4 papers · 1 filter
Analogy Mining for Specific Design Needs
Karni Gilon, Felicia Y Ng, Joel Chan +3
Finding analogical inspirations in distant domains is a powerful way of solving problems. However, as the number of inspirations that could be matched and the dimensions on which t…
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons
Tom Hope, Dafna Shahaf
Crowdsourcing has become a popular method for collecting labeled training data. However, in many practical scenarios traditional labeling can be difficult for crowdworkers (for exa…
A Machine Learning Approach to Routing
Asaf Valadarsky, Michael Schapira, Dafna Shahaf +1
Can ideas and techniques from machine learning be leveraged to automatically generate "good" routing configurations? We investigate the power of data-driven routing protocols. Our…
Accelerating Innovation Through Analogy Mining
Tom Hope, Joel Chan, Aniket Kittur +1
The availability of large idea repositories (e.g., the U.S. patent database) could significantly accelerate innovation and discovery by providing people with inspiration from solut…