A Process View of Data Quality

Cover A Process View of Data Quality
A Process View of Data Quality
Henry B Kon
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The required data is, for practical purposes, not in the database for the user, causmg incompleteness.
Accuracy and interpretability : As we include metadata in our definition of the data, inaccuracy in metadata is related to the interpretability of data. For example, if a wff were to express a child's height as of a certain date, then the date is metadata for the height value which makes it interpretable as to what the data is. Thus, inaccuracy in the date would affect the interpretability of
...the height.
Thus we see that interdependencies exist among dimensions often though of as independent.
5. DISCUSSION AND CONCLUSION A model of an information system has been presented in which data process quality was treated as a surrogate for data product quality. The model contains an explicit and orthogonal set of process constructs. Using the nrtodel we are able to develop five data quality dimension definitions: accuracy, completeness, relevance, timeliness, and interpretability. They are shown, under the explicitly stated assumptions of the model, to inter-relate in various ways.


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