Transaction prediction modeling method
US9195693B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Apr 27, 2012 |
| Grant date | Nov 24, 2015 |
| Priority date | — |
| Expiry date | Aug 8, 2032 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/217
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present invention provides database systems configured for creating and utilizing a transactions predictive model using a computer, the database system including: a database management system (DBMS) for handling transactions in the database system, the DBMS including a prediction component for generating the transactions predictive model; a database workload table for capturing commands associated with the transactions, the commands utilized for generating the transactions predictive model; database data for providing data in response to the transactions; and a prediction model database for storing the transactions predictive model, where the prediction component is configured for generating a generalized statement for each statement corresponding with the transactions, identifying a sequence of transactions of the transactions, creating a transaction class based on the sequence of transactions, identifying a current transaction, and then calculating probabilities between transactions, where each statement includes at least a database command.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.