AUTOMATIC DATA MINING PROCESS CONTROL
First Claim
1. A data mining system comprising:
- a planning and learning module having a first input unit, which receives as input a knowledge model with a number of data and a set of goals, a number of planners for producing the number of plans, and a first output unit for automatically submitting the number of plans and the number of data towards a data mining processing unit; and
the data mining processing unit having an evaluator module, which chooses a plan of the number of plans to execute, a data mining module which mines the number of data based on the plan chosen by the evaluator module and automatically produces an outcome, and a reinforcement learning module which receives the outcome from the data mining module and produces and sends reinforcement learning signals to the planning and learning module as feedback, wherein the reinforcement learning signals are used to correct or reinforce either the model used by the planning and learning module, or the plans produced therein, or both.
6 Assignments
0 Petitions
Accused Products
Abstract
A data mining system includes a planning and learning module which receives as input a knowledge model and a set of goals and automatically produces as output a plurality of plans. The system includes a data mining processing unit which receives the plans as instructions and automatically creates results which are provided back to the planning and learning module as feedback. A method for data mining includes the steps of receiving as input at a planning and learning module a knowledge model and a set of goals. There is the step of automatically producing as output of the planning and learning module a plurality of plans from the input. There is the step of receiving by a data mining processing unit the plans as instructions. There is the step of automatically creating results by the data mining processing unit. There is the step of providing back to the planning and learning module the results as feedback.
87 Citations
15 Claims
-
1. A data mining system comprising:
-
a planning and learning module having a first input unit, which receives as input a knowledge model with a number of data and a set of goals, a number of planners for producing the number of plans, and a first output unit for automatically submitting the number of plans and the number of data towards a data mining processing unit; and the data mining processing unit having an evaluator module, which chooses a plan of the number of plans to execute, a data mining module which mines the number of data based on the plan chosen by the evaluator module and automatically produces an outcome, and a reinforcement learning module which receives the outcome from the data mining module and produces and sends reinforcement learning signals to the planning and learning module as feedback, wherein the reinforcement learning signals are used to correct or reinforce either the model used by the planning and learning module, or the plans produced therein, or both. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
-
-
12. A method for data mining comprising the steps of:
-
receiving as input at a planning and learning module a knowledge model with a number of data and a set of goals; automatically producing as output of the planning and learning module a number of plans from the input; receiving by a data mining processing unit the number of plans and the number of data; choosing with an evaluator module of the data mining processing unit which plan of the number of plans to execute; mining the data with a data mining module of the data mining processing unit based on the plan chosen by the evaluator module to produce an outcome by the data mining module; producing with a reinforcement learning module reinforcement learning signals from the outcome; providing back to the planning and learning module the reinforcement learning signals as feedback; and using the reinforcement learning signals by the planning and learning module to correct or reinforce either the model used by the planning and learning module, or the plans produced therein, or both. - View Dependent Claims (13, 14, 15)
-
Specification