CS547 Human-Computer Interaction Seminar (Seminar on People, Computers, and Design)
Fridays 12:30-1:50 · Gates B01 · Open to the public- 20 years of speakers
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David Stork
Ricoh Innovations and the Open Mind Initiative The Open Mind Initiative: Large-scale knowledge acquisition from non-experts via the web January 16, 2004 The Open Mind Initiative is a web-based collaborative framework for collecting large knowledge bases from non-expert contributors. Such knowledge bases are vital for a wide range of 'intelligent' software such as speech and handwriting recognizers, commonsense reasoners, and natural language understanding systems. This talk begins by examining several important trends that underly Open Mind:
Next we contrast the Open Mind approach with traditional data mining, and then describe ongoing projects collecting common sense, natural language and handwriting recognition knowledge bases. Our largest project, Open Mind common sense, has collected over a million simple assertions from over tens of thousands of non-expert contributors. Important considerations are speeding the collection of data (by interactive learning techniques and motivating contributors) and ensuring data quality (by identifying and filtering unreliable or even 'hostile' contributions). We discuss the importance of the human-machine interface as well as the role of game interfaces. The talk concludes with a vision of future directions and opportunities.
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