Data processing: artificial intelligence – Machine learning
Reexamination Certificate
2011-07-19
2011-07-19
Vincent, David R (Department: 2129)
Data processing: artificial intelligence
Machine learning
Reexamination Certificate
active
07983997
ABSTRACT:
A system which allows a user to teach a computational device how to perform complex, repetitive tasks that the user usually would perform using the device's graphical user interface (GUI) often but not limited to being a web browser. The system includes software running on a user's computational device. The user “teaches” task steps by inputting natural language and demonstrating actions with the GUI. The system uses a semantic ontology and natural language processing to create an explicit representation of the task that is stored on the computer. After a complete task has been taught, the system is able to automatically execute the task in new situations. Because the task is represented in terms of the ontology and user's intentions, the system is able to adapt to changes in the computer code while still pursuing the objectives taught by the user.
REFERENCES:
patent: 6728692 (2004-04-01), Martinka et al.
patent: 7062452 (2006-06-01), Lotvin et al.
patent: 7647228 (2010-01-01), Silvera et al.
patent: 7693900 (2010-04-01), Wilmering et al.
patent: 2004/0102201 (2004-05-01), Levin
patent: 2007/0179833 (2007-08-01), Moorthy et al.
patent: 2008/0249775 (2008-10-01), Chiu et al.
Jung et al., One-Shot Procedure Learning from Instruction and Observation, May 11, 2006, AAAI, International FLAIRS Conference 2006 Melbourne, FL, pp. 676-681.
Chambers et al., Using Semantics to Identify Web Objects, Jul. 2006, AAAI, pp.1259-1264.
AAAI, Twenty-First National Conference on AI, Jul. 16-17, 2006, pp. 1.
Allen, et al., Demonstration of PLOW: A Dialog System for One-Shot Task Learning, Apr. 2007, Proceedings of Human Technologies, NAACL-HLT, pp. 1-2.
Sutcliffe, Report on the 19th International FLAIRS Conference, May 2006, AAAI, pp. 1.
One-Shot Procedure Learning from Instruction and Observation; Published May 11, 2006 in AAAI International FLAIRS Conference. See RH col., p. 676 through LH col., p. 677; p. 679 LH col. (“Learning Primitive Steps”) through p. 680 RH col. (“Transfer of Knowledge”).
Using Semantics to Identify Web Objects; Published Jul. 16, 2006 in AAAI 21st Conference on AI. See p. 1259 RH col. (“Procedure Learning on the Web”) through p. 1261 LH col.; p. 1262 LH col. (“Book Search Evaluation”) through p. 1264 LH col. (“Transfer Learning Results”).
Report on the Nineteenth International FLAIRS Conference; Published late 2006.
Demonstration of Plow, Published Apr. 2007 in Proceedings of Human Language Technologies NAACL-HLT. See p. 1 RH col. (“The Plow System”) through p. 2 LH col.
Allen James F.
Chambers Nathanael
Galescu Lucian
Jung Hyuckchul
Taysom William
Florida Institute for Human and Machine Cognition, Inc.
Horton J. Wiley
Vincent David R
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