Method of and apparatus for automated behavior prediction

Details Method of and apparatus for automated behavior prediction Method of and apparatus for automated behavior prediction

2011-08-30

2011-08-30

Gaffin, Jeffrey A (Department: 2129)

Data processing: artificial intelligence

Neural network

Learning task

C706S021000, C706S045000

Reexamination Certificate

active

08010470

ABSTRACT:
A computer-implemented method of behavior prediction includes selecting behavior examples having corresponding antecedent candidates, identifying source text descriptions describing the behavior examples, automatically extracting predictors as common themes across all statements and all behavior examples with a language-independent theme extraction process, flagging each behavior example to indicate a presence or absence of the corresponding extracted antecedents in each of the source text descriptions and creating a data array consisting of antecedent columns and behavior example rows, submitting the data array to a pattern classifier to extract patterns among the antecedent candidates and outcomes by training and validating the pattern classifier and predicting a new occurrence of a target behavior by entering a current state of the antecedents to the trained pattern classifier.

REFERENCES:
patent: 2004/0010481 (2004-01-01), Mani et al.
Leul Woldu Asegehgn (“The Application of Data Mining in Crime Prevention: The Case of Oromia Police Commission” Jul. 2003).
Mladeni et al (“Feature selection on hierarchy of web documents” Apr. 2003).
Mena, Jesus, “Pre-Crime Data Mining,” Dec. 2002.
Gurney, Kevin, “An Introduction to Neural Networks,” 10 pp., 1999.
Jackson, Gary M., and Patterson, Roger L., “Single Case Behavioral Treatment,” inOvercoming Deficits of Aging: A Behavioral Approach,Roger L. Patterson, Larry W. Dupree, David A. Eberly, Gary M. Jackson, Michael J. O'Sullivan, Louis A. Penner, and Carla Dee Kelly, Plenum Press, New York, Copyright 1982, 26 pp. (includes Cover, Copyright Page, Table of Contents, and pp. 89-110).

Affiliated with

Also associated with

Rating

Method of and apparatus for automated behavior prediction does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Method of and apparatus for automated behavior prediction, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method of and apparatus for automated behavior prediction will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-2717183