______facilitates the synthesis of tacit knowledge across individuals and the integration of multiple streams for the creation of new knowledge, usually through joint activities rather than written or
verbal instructions.
Socialization
____ used to Create New Explicit Knowledge
Data Mining / KDD
basic steps of data mining for knowledge discovery
- business understanding
- data understanding
- data preparation
- model building and understanding
- evaluation and interpretation
- deployment
step also involves an assessment of the current situation and the
specification of a project plan for the DM study. includes the specification
of a project plan for the DM study.
business understanding
One of the most important tenets in data engineering is “know thy
data.
data understanding
list sub process of data understanding
- Data Collection
- Data Description
- Data Quality and Verification
- Exploratory Analysis of the Data
step defines the data sources for the study, including the use of
external public data and proprietary databases
Data Collection
step describes the contents of each file or table
Data Description
step determines whether any data can be
eliminated because of irrelevance
Data Quality and Verification
list sub element of data preparation
- Selection
- Construction and Transformation of Variables
- Data Integration
- formatting
step that identify the fields that are
likely to be the best predictors
Exploratory Analysis of the Data
