PREDICTIVE ANALYTIC METHOD AND APPARATUS
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Abstract
A computerized project management analytical system and method that develops and manages an ontology that links objects and is capable of being mined. The ontology is comprised of a project ontology framework, a matching engine and a project status matrix that illustrates a multi-relational view of the project status, of confidence levels, or interdiction points and/or positions on project timelines.
16 Citations
37 Claims
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1-2. -2. (canceled)
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3. A computer system for providing current project status and predicting future project status, the tool comprising:
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a framework stored on a computer memory; a computer processor that associates data with one or more classes or subclasses of words that are networked grammatically and cognitively, wherein the processor generates a status matrix providing a multi-relational representation of the current and future project status; and a display configured to display the status matrix including future project status based on the project framework. - View Dependent Claims (4, 5, 6, 7, 8)
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9. A computer based mapping engine, comprising:
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a data receipt module which classifies incoming data based on source of the data wherein a mapping algorithm is selected to prepare the data for mapping; a routing module which routes the data into types based upon classified confidence levels; a parsing module which uses statistical natural language processing to parse and tag the data types; a mapping module which inputs the parsed data types to at least one recurrent neural network in order to test the data types against a project ontology framework and which outputs a formatted data type; a state generation module for generating an echo or state output for each formatted data type; and a states module which maintains the threshold values of the project ontology framework based on whether the echo or state output exceeds a threshold. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
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23. A computer system for threat prediction, comprising:
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a project ontology framework stored on a computer memory; one or more computer processors configured to associate a given piece of data with a class or subclass within the project ontology, and to generate a status matrix providing a multi-relational representation of the current and future project status, the status matrix identifying at least one interdiction point representing a time when the threat has a weakness or an exposure point; and a display configured to display the status matrix.
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24. A computer operated method for providing current project status and predicting future project status, the method comprising the steps of :
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storing a project framework in an electronic memory; associating through a processor data with one or more classes or subclasses of words that are networked grammatically and cognitively; generating through a processor a status matrix providing a multi-relational representation of the current project status and the future project status; and displaying through an electronic display the status matrix including the future project status based on the stored project framework.
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25. A computerized mapping method, comprising the steps of:
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classifying inputted data in a data receipt module data based on source of the data; selecting a mapping algorithm to prepare the classified data for mapping; routing the data into types based upon classified confidence levels; parsing the typed data using statistical natural language processing to parse and tag the data types; mapping the parsed data types to at least one recurrent neural network in order to test the data types against a project ontology framework and output a formatted data type; generating an echo or state output for each formatted data type; and maintaining the threshold values of the project ontology framework based on whether the echo or state output exceeds a threshold. - View Dependent Claims (26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37)
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Specification