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. 26, 2019
Filed:
Dec. 28, 2015
Deutsche Telekom Ag, Bonn, DE;
Ariel Bar, Ashdod, IL;
Barak Chizi, Ashkelon, IL;
Dudu Mimran, Tel Aviv, IL;
Lior Rokach, Omer, IL;
Bracha Shapira, Beer Sheva, IL;
Andreas Grothe, Berlin, DE;
Rahul Swaminathan, Berlin, DE;
Deutsche Telekom AG, Bonn, DE;
Abstract
A method for generating synthetic data records which include datasets that capture state-based transitions, according to which a state transition family is randomly selecting, according to the distribution of samples between the different clusters of users and the context variables are randomly sampled according to their distribution within the chosen cluster. The relevant Markov Chains models are selected according to the sampled context and the initial state of the sequence is randomly selected according to the distribution of states. A random walk process is initialized on the graph models and the random walk is performed process on each context separately, assuming context independency. The cause condition of the current transition is sampled for each state transition, based on the distributions on the selected edge.