Knowledge Discovery in Spatial Data

Nonfiction, Science & Nature, Mathematics, Statistics, Computers, Database Management, Social & Cultural Studies, Social Science
Cover of the book Knowledge Discovery in Spatial Data by Yee Leung, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Yee Leung ISBN: 9783642026645
Publisher: Springer Berlin Heidelberg Publication: March 14, 2010
Imprint: Springer Language: English
Author: Yee Leung
ISBN: 9783642026645
Publisher: Springer Berlin Heidelberg
Publication: March 14, 2010
Imprint: Springer
Language: English

When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered what it was doing that the other ?elds of research, such as statistics and the broad ?eld of arti?cial intelligence, were not doing. After reading up on the literature, I have come to realize that it is not much different from conventional data analysis. The commonly used de?nition of knowledge discovery in databases: “the non-trivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” is actually in line with the core mission of conventional data analysis. The process employed by conventional data analysis is by no means trivial, and the patterns in data to be unraveled have, of course, to be valid, novel, useful and understandable. Therefore, what is the commotion all about? Careful scrutiny of the main lines of research in data mining and knowledge discovery again told me that they are not much different from that of conventional data analysis. Putting aside data warehousing and database m- agement aspects, again a main area of research in conventional database research, the rest of the tasks in data mining are largely the main concerns of conventional data analysis.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered what it was doing that the other ?elds of research, such as statistics and the broad ?eld of arti?cial intelligence, were not doing. After reading up on the literature, I have come to realize that it is not much different from conventional data analysis. The commonly used de?nition of knowledge discovery in databases: “the non-trivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” is actually in line with the core mission of conventional data analysis. The process employed by conventional data analysis is by no means trivial, and the patterns in data to be unraveled have, of course, to be valid, novel, useful and understandable. Therefore, what is the commotion all about? Careful scrutiny of the main lines of research in data mining and knowledge discovery again told me that they are not much different from that of conventional data analysis. Putting aside data warehousing and database m- agement aspects, again a main area of research in conventional database research, the rest of the tasks in data mining are largely the main concerns of conventional data analysis.

More books from Springer Berlin Heidelberg

Cover of the book The Interplay between Urban Development, Vulnerability, and Risk Management by Yee Leung
Cover of the book Stressbewältigungstraining für Erwachsene mit ADHS by Yee Leung
Cover of the book Vibro-Acoustics, Volume 1 by Yee Leung
Cover of the book Bisphosphonates and Tumor Osteolysis by Yee Leung
Cover of the book Chemische Elemente und ihre Spezies by Yee Leung
Cover of the book Change Management by Yee Leung
Cover of the book Computational Mechanisms of Au and Pt Catalyzed Reactions by Yee Leung
Cover of the book Turkey's Water Policy by Yee Leung
Cover of the book Ecology of Faunal Communities on the Andaman and Nicobar Islands by Yee Leung
Cover of the book Scanning SQUID Microscope for Studying Vortex Matter in Type-II Superconductors by Yee Leung
Cover of the book The Pulsations of the Sun and the Stars by Yee Leung
Cover of the book Detection of Melt Ponds on Arctic Sea Ice with Optical Satellite Data by Yee Leung
Cover of the book Precambrian Geology of China by Yee Leung
Cover of the book Werkstoffwissenschaften und Fertigungstechnik by Yee Leung
Cover of the book The 19th International Conference on Industrial Engineering and Engineering Management by Yee Leung
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy