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Data quality assurance is the process of data profiling to discover inconsistencies and other anomalies in the data, as well as performing data cleansing [17] [18] activities (e.g. removing outliers, missing data interpolation) to improve the data quality.
A process-data diagram consists of two integrated models. The meta-process model on the left-hand side is based on a UML activity diagram, and the meta-data model on the right-hand side is an adapted UML class diagram. Combining these two models, the process-data diagram is used to reveal the relations between activities and artifacts (Saeki ...
KPI information boards. A performance indicator or key performance indicator (KPI) is a type of performance measurement. [1] KPIs evaluate the success of an organization or of a particular activity (such as projects, programs, products and other initiatives) in which it engages. [2]
The GQM+Strategies approach was developed by Victor Basili and a group of researchers from the Fraunhofer Society. [10] It is based on the Goal Question Metric paradigm and adds the capability to create measurement programs that ensure alignment between business goals and strategies, software-specific goals, and measurement goals.
Select ingredients (metrics) of interest from each area when there are known objectives but want to save time. Use to refine existing program (rare), compare metrics vs. existing (completeness review) BI practitioner: Use for developing the calculations, finding the data needed to run the calculations, and building appropriate data structures
The term "maturity" relates to the degree of formality and optimization of processes, from ad hoc practices, to formally defined steps, to managed result metrics, to active optimization of the processes. The model's aim is to improve existing software development processes, but it can also be applied to other processes.
This includes the metrics chosen to monitor and the timeliness of the data forming those metrics; data must be up to date and accurate. Key performance indicators , balanced scorecards , and sales performance figures are some of the content appropriate on business dashboards.
Critical success factor (CSF) is a management term for an element necessary for an organization or project to achieve its mission.To achieve their goals they need to be aware of each key success factor (KSF) and the variations between the keys and the different roles key result area (KRA).