Data Quality: Cost or Profit?

by Kevin Ramesan ... Data scrubbing is the process of fixing or eliminating individual pieces of data that are incorrect, incomplete or duplicated before the data is passed to a ... http:/.../Research/ResearchHighlights/Crm/2004/03/research_notes/MI_CR_KR_03_08_04_1.asp - 14k Summary: Data quality has direct consequences on a company's bottom-line and its customer relationship management (CRM) strategy. Looking beyond general approaches and company policies that set expectations and establish data management procedures, we will explore applications and tools that help reduce the negat

A Definition of Data Warehousing

by M. Reed ... others to match the rule. This process is also referred to as "data scrubbing" or "data quality assurance". It can be an extremely ... http:/.../Research/ResearchHighlights/DataWarehousing/2002/08/research_notes/TU_DW_MFR_08_18_02_1.asp - 15k Summary: There is a great deal of confusion over the meaning of data warehousing. Simply defined, a data warehouse is a place for data, whereas data warehousing describes the process of defining, populating, and using a data warehouse. Creating, populating, and querying a data warehouse typically carries an ext

N-Tier Demand Management

by Bill McBeath ... This data is factored into the forecasting scrubbing process to eliminate duplicate demand (see sidebar "Rationalizing Demand Across Channels"). ... http:/.../Research/ResearchHighlights/Scm/2004/12/research_notes/TN_SC_XBM_12_23_04_1.asp - 13k Summary: The classic bull-whip effect means that the further a supplier is removed from the end consumer, the worse are the fluctuations in demand that they see. This has led many to recommend an n-tier approach to demand management, where everyone gets visibility to the end-customer demand at the same time. In p

SpeedReq - Requirements Management

... A Requirements management application that is integrated into the complete product management cycle: Gather Requirements: Scrubbing, approving, and ... http:/.../showcases/technology-Directory/D/10806/SpeedReq-Requirements-Management.html - 7k - 2008-09-01