CLASSIFICATION OF AGRICULTURAL LAND SOILS A DATA MINING APPROACH
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 1
Abstract
The problem of the knowledge acquisition and efficient knowledge exploitation is very popular also in agriculture area. One of the methods for knowledge acquisition from the existing agricultural databases is the methods of classification. In agricultural decision making process, weather and soil characteristics are play an important role. This research aimed to assess the various classification techniques of data mining and apply them to a soil science database to establish if meaningful relationships can be found. A large data set of soil database is extracted from the Soil Science & Agricultural department, Kanchipuram and National Informatics Centre, Tamil Nadu. The application of data mining techniques has never been conducted for Tamil Nadu soil data sets. The research compares the different classifiers and the outcome of this research could improve the management and systems of soil uses throughout a large number of fields that include agriculture, horticulture, environmental and land use management.
Authors and Affiliations
Ramesh Vamanan , K. Ramar
Keywords
Related Articles
- EP ID EP129461
- DOI -
- Views 105
- Downloads 0
Enhanced Component Retrieval Scheme Using Suffix Tree in Object Oriented Paradigm
In today’s world software are used everywhere i.e. every electronic devices use software. So there is a large demand of software but in the same proportion the development is not growing. It is similar to the supply dema...
Technical challenges and Constraints for Spectrum Planning in GSM networks
GSM is the most widespread, most commonly deployed and fastest growing system standard for mobile telephony in the world. Even though UMTS, the third generation mobile system has entered the market. Network quality of se...
IP Address Blocking System
Hosting a site on the Internet makes it available everywhere. There are certain sites that are just meant for local use like local shopping marts that do not provide products for purchase in other countries. Also, there...
Design And Implementation of Reconfigurable Rijndael Encryption Algorithms For Reconfigurable Mobile Terminals
In any wireless communication security is crucial during data transmission. The encryption and decryption of data is the ajor role in the wireless communication for security of the data. ncryption algorithms are used t...
Analysis QoS Parameters for MANETs Routing Protocols
A Mobile Ad-Hoc Network (MANET) is a decentralized network of autonomous mobile nodes able to communicate with each other over wireless links. We selected three routing protocols DSDV, DSR and AODV for measuring QoS par...