The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 19, 2013
Filed:
Oct. 22, 2010
Songyun Duan, Hawthorne, NY (US);
Paul T. Keyser, Hawthorne, NY (US);
Rania Yousef Khalaf, Cambridge, MA (US);
Geetika T. Lakshmanan, Cambridge, MA (US);
Davood Shamsi, Stanford, CA (US);
Songyun Duan, Hawthorne, NY (US);
Paul T. Keyser, Hawthorne, NY (US);
Rania Yousef Khalaf, Cambridge, MA (US);
Geetika T. Lakshmanan, Cambridge, MA (US);
Davood Shamsi, Stanford, CA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method for predictive analytics in a semi-structured process including receiving traces of the semi-structured process, at least one of the traces including a document content value, determining a process model from the traces, the process model comprising tasks at nodes of the semi-structured process and embodies all possible execution sequences in the process, determining a probabilistic graph including a probability at each of the tasks of the semi-structured process advancing from one task to another task, and combining the process model and probabilistic graph to determine a probabilistic process model including probabilities and strengths of transitions between tasks.