Interactive Data Mining.cYan Zhao (Li
---------------------------------------------------------------
Author: Yan Zhao (Li
Number of Pages: 156 pages
Published Date: 30 Jun 2008
Publisher: VDM Verlag
Publication Country: Saarbrucken, Germany
Language: English
Type: PDF
ISBN: 9783639040678
File size: 8 Mb
File Name: Interactive.Data.Mining.pdf
Download Link: Interactive Data Mining
---------------------------------------------------------------
Yan Zhao's book, entitled "Interactive Data Mining" provides a conceptual framework and a systematic study of human-computer interactions and collaborations for effective data mining. The thesis is based on an assumption that the effectiveness of data mining systems depends crucially on semantics information about data and different user requirements. In contrast to many data mining models that concentrate on automation and efficiency, interactive data mining systems focus on adaptive and effective communication between human users and computer systems. Interactive systems fully explore the power of human intuition, creativity, heuristics and strategies with supports from computers. The thesis is well-balanced between theoretical investigation and experimental evaluations. A user-oriented three-layered conceptual model is proposed. Within the framework, user perceptions and requirements are studied formally at the philosophical, technique and the application layers. The separation of the three layers leads to many new insights into data mining. Based on the conceptual framework, a prototype of Interactive Classification System (ICS) has been implemented.
Read online Interactive Data Mining
Buy Interactive Data Mining
Download Interactive Data Mining ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
Download to iPad/iPhone/iOS, B&N nook Interactive Data Mining
Related files:
research papers on database management
importance of homework long essay
essay topics on merchant of venice
where can i buy write essay
what do paper white flowers smell like
yoga benefits essay
working outline for research paper apa style