The Design and Implementation of a Corporate Householding Knowledge Processor to Improve Data Quality.

Author List: MADNICK, STUART; WANG, RICHARD; XIAN, XIANG;
Journal of Management Information Systems, 2003, Volume 20, Issue 3, Page 41-69.
Advances in corporate householding are needed to address certain categories of data quality problems caused by data misinterpretation. In this paper, we first summarize some of these data quality problems and our more recent results from studying corporate householding applications and knowledge exploration. Then we outline a technical approach to a corporate householding knowledge processor (CHKP) to solve a particularly important type of corporate householding problem--entity aggregation. We illustrate the operation of the CHKP by using a motivational example in account consolidation. Our CHKP design and implementation uses and expands on the COntext INterchange (COIN) technology to manage and process corporate householding knowledge.
Keywords: context mediation; corporate household; corporate householding; data quality; database interoperability; enterprise knowledge management
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#231 0.230 information management data processing systems corporate article communications organization control distributed department capacity departments major user hardware cost applications expansion
#31 0.114 problem problems solution solving problem-solving solutions reasoning heuristic theorizing rules solve general generating complex example formulation heuristics effective given finding
#115 0.109 quality different servqual service high-quality difference used quantity importance use measure framework impact assurance better include means van dimensions assessing
#287 0.108 design systems support development information proposed approach tools using engineering current described developing prototype flexible built architecture environment integrated designing
#219 0.095 response responses different survey questions results research activities respond benefits certain leads two-stage interactions study address respondents question directly categories
#245 0.069 knowledge sharing contribution practice electronic expertise individuals repositories management technical repository knowledge-sharing shared contributors novelty features peripheral share benefit seekers