Search the World's Largest Database of Information Science & Technology Terms & Definitions
InfInfoScipedia LogoScipedia
A Free Service of IGI Global Publishing House
Below please find a list of definitions for the term that
you selected from multiple scholarly research resources.

What is Knowledge Discovery in Databases

Handbook of Research on Interactive Information Quality in Expanding Social Network Communications
Is a process of discovering useful knowledge from a collection of data. This widely used data mining technique is a process that includes data preparation and selection, data cleansing, incorporating prior knowledge on data sets and interpreting accurate solutions from the observed results.
Published in Chapter:
Data Mining Applications in Computer-Supported Collaborative Learning
Rosanna Costaguta (Universidad Nacional de Santiago del Estero (UNSE), Argentina)
DOI: 10.4018/978-1-4666-7377-9.ch014
Abstract
Our own data mining techniques allow us to discover non-explicit knowledge from a large amount of data. Currently, Computer-Supported Collaborative Learning systems generate a wealth of data, derived from the stored interactions and product of collaborative work of students and teachers. Manual processing of these interactions is both costly and tedious, and practically impossible to do in real time. Because of this, there are now trends of research that attempt to achieve automatic processing using data-mining techniques. This chapter describes the phases and tasks involved in the entire process of knowledge discovery and also presents some research applying data mining to process the contributions of students and teachers in collaborative-learning environments.
Full Text Chapter Download: US $37.50 Add to Cart
More Results
Using Data Mining Techniques to Predict Obstetric Fistula in Tanzania: A Case of CCBRT
The term Knowledge Discovery in Databases, or KDD, refers to the broad process of finding knowledge in data, and emphasizes the high-level application of particular data mining methods. The unifying goal of the KDD process is to extract knowledge from data in the context of large databases.
Full Text Chapter Download: US $37.50 Add to Cart
Expression and Processing of Inductive Queries
The nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data.
Full Text Chapter Download: US $37.50 Add to Cart
Full Text Chapter Download: US $37.50 Add to Cart
Full Text Chapter Download: US $37.50 Add to Cart
Introduction to Fuzzy Data Mining Methods
Refers to the overall process of discovering knowledge from data.
Full Text Chapter Download: US $37.50 Add to Cart
eContent Pro Discount Banner
InfoSci OnDemandECP Editorial ServicesAGOSR