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:
Jul. 23, 2019
Filed:
Nov. 10, 2010
Naoki Abe, Rye, NY (US);
Jing Fu, Yorktown Heights, NY (US);
Michael G. Gemmell, Saint John, CA;
Shubir Kapoor, Shrub Oak, NY (US);
Floyd S. Kelly, Osgoode, CA;
David M. Loehr, Ottawa, CA;
Aurelie C. Lozano, Scarsdale, NY (US);
Shilpa N. Mahatma, Mohegan Lake, NY (US);
Bonnie K. Ray, Nyack, NY (US);
Naoki Abe, Rye, NY (US);
Jing Fu, Yorktown Heights, NY (US);
Michael G. Gemmell, Saint John, CA;
Shubir Kapoor, Shrub Oak, NY (US);
Floyd S. Kelly, Osgoode, CA;
David M. Loehr, Ottawa, CA;
Aurelie C. Lozano, Scarsdale, NY (US);
Shilpa N. Mahatma, Mohegan Lake, NY (US);
Bonnie K. Ray, Nyack, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computing system initializes a first frontier to be a root of a multi-dimensional hierarchical data structure representing an entity. The system acquires first data corresponding to the first frontier. The system performs modeling on the first data to obtain a first model and a corresponding first statistic. The system expands a dimension of the first frontier. The system gathers second data corresponding to the expanded frontier. The system applies the data modeling on the second data to obtain a second model and a corresponding second statistic. The system compares the first statistic of the first model and the second statistic of the second model. The system sets the second model to be the first model in response to determining that the second model statistic is better than the first model statistic. The system outputs the first model.