METHOD AND APPARATUS OF CONSTRUCTING AND EXPLORING KPI NETWORKS
First Claim
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1. A method for constructing and exploring KPI networks, comprising:
- identifying one or more key performance indicators associated with a selected performance target;
determining one or more correlations to said one or more key performance indicators;
assigning weights to said one or more correlations, said weights representing influence value between correlated key performance indicators; and
determining one or more influential chains in said one or more correlations, said one or more influential chains indicative of factors affecting the selected performance target.
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Abstract
A method and system for constructing and exploring KPI networks, in one aspect, identified KPIs associated with a performance target. Correlated or dependent KPIs are determined and correlations or dependencies are weighed to provide the degree of relevance in the KPI network. Influential chains in the correlation are determined. KPIs and associated correlations may be mined using historical data.
69 Citations
20 Claims
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1. A method for constructing and exploring KPI networks, comprising:
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identifying one or more key performance indicators associated with a selected performance target; determining one or more correlations to said one or more key performance indicators; assigning weights to said one or more correlations, said weights representing influence value between correlated key performance indicators; and determining one or more influential chains in said one or more correlations, said one or more influential chains indicative of factors affecting the selected performance target. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system for constructing and exploring KPI networks, comprising:
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a computer implemented processing module operable to identify one or more key performance indicators associated with a selected performance target; a computer implemented analytic module operable to determine one or more correlations to said one or more key performance indicators and generate a key performance indicator network comprising said one or more key performance indicators and said one or more correlations; and a processing module operable to determine one or more influential chains in said one or more correlations, said one or more influential chains indicative of factors affecting the selected performance target. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A program storage device readable by a machine, tangibly embodying a program of instructions executable by the machine to perform a method of constructing and exploring KPI networks, comprising:
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identifying one or more key performance indicators associated with a selected performance target; determining one or more correlations to said one or more key performance indicators; assigning weights to said one or more correlations, said weights representing influence value between correlated key performance indicators; and determining one or more influential chains in said one or more correlations, said one or more influential chains indicative of factors affecting the selected performance target. - View Dependent Claims (20)
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Specification