The Design and Implementation of a Corporate Householding Knowledge Processor to Improve Data Quality
Name
4439-03.pdf
Size
492.79 KB
Format
Adobe PDF
Checksum (MD5)
1824523cb118b7fbbe28726a5e0ed0b5
Author(s)
Madnick, Stuart
Wang, Richard
Xian, Xiang
Date Issued
February 6, 2004
Series/Report no.
MIT Sloan School of Management Working Paper;4439-03
Abstract
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 knowled
Subjects
Corporate Household
Corporate Householding
Data Quality
Context Mediation
COntext INterchange
Enterprise Knowledge Management
Database Interoperability
Persistent DSpace Link
