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Different Types of Data Mining Techniques Used in Agriculture - A Survey
( Vol-4,Issue-6,June 2017 )
Author(s):

R. S. Kodeeshwari, K. Tamil Ilakkiya

Keywords:

Agriculture, data mining, artificial neural network, k-means, decision tree, classification, clustering, association rule, regression, descriptive, predictive.

Abstract:

The most important domain is Agriculture in broadly cultivating countries like India. The situation of decision making can be amended by using the current technologies, the. So that the farmer’s can yield in an improved way. The major role in decision making to agricultural domains is Data mining. In this paper acquaints in connection with some of the most important data mining techniques used in agriculture. Mining in agriculture is a innovative groundwork domain. The problems in the agricultural field can be efficiently solved by using data mining techniques since it anticipate before in hand with the help of raw data’s. Previously mentioned, the paper discuses about various data mining techniques such as classification, clustering, association rule and regression.

ijaers doi crossref DOI:

10.22161/ijaers.4.6.3

Paper Statistics:
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  • Page No: 017-023
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References:

[1] https://www.google.co.in/search?q=data+mining&oq=data+mi&aqs=chrome.1.35i39l2j69i57j0j69i61l2.2754j0j4&client=ms-android-lenovo&sourceid=chrome-mobile&ie=UTF-8
[2] https://www.ukessays.com/essays/statistics/important-and-application-of-data-mining.php
[3] https://www.researchgate.net/publication/273261020_An_Implementation_of_Data_Mining_Techniques_and_Applications_in_Agriculture_on_Crop_Price_Prediction
[4] http://metahorizon.com/importance-of-data-and-data-mining/
[5] www.ukessays.com/essays/statistics/important-and-application-of-data-mining.php?essayad=carousel&utm_expid=309629-42.KXZ6CCs5RRCgVDyVYVWeng.1&utm_referrer=https%3A%2F
[6] http://www.comp.dit.ie/btierney/oracle11gdoc/datamine.111/b28129/regress.htm-regression
[7] https://docs.oracle.com/cd/B28359_01/datamine.111/b28129/regress.htm#CIHHFFHB_regression
[8] https://www.analyticsvidhya.com/blog/2015/08/comprehensive-guide-regression/
[9] https://en.m.wikipedia.org/wiki/Regression_analysis
[10] http://www.tutorialspoint.com/data_mining/dm_classification_prediction.htm
[11] M.C.S.Geetha, Kumaraguru College of Technology “A Survey on Data Mining Techniques in Agriculture”, Vol. 3, Issue 2, February 2015.
[12] Developing innovative applications in agriculture using data mining- Sally Jo Cunningham and Geoffrey Holmes.
[13] Different Techniques Used in Data Mining in Agriculture Jyotshna Solanki, Prof. (Dr.) Yusuf Mulge.
[14] A Brief survey of Data Mining Techniques Applied to Agricultural Data Hetal Patel Research Scholar
[15] Hetal Patel, Dharmendra Patel Assistant Professor. Charusat, Changa
[16] “A REVIEW ON DATA MINING ALGORITHMS”, International Journal of Computer Applications ,Volume 95– No. 9, June 2014
[17] Petraq Papajorgji ,P. M. Pardalos,“A survey of data mining techniques applied to agriculture “ journal of research gate.
[18] Dr. S.Vijayarani, Ms. A.Sakila, Bharathiar University, “MULTIMEDIA MINING RESEARCH – AN OVERVIEW” International Journal of Computer Graphics & Animation (IJCGA) Vol.5, No.1, January 2015.
[19] Raorane A.A, Kulkarni R.V, Vivekanand college, “Review- Role of data mining in agriculture”, International Journal of Computer Science and Information Technologies, Vol.4(2),2013,270-272.
[20] G. Nasrin Fathima, R. Geetha, Jamal Mohamed college, “International Journal of Advanced Research in Computer Science and Software Engineering.
[21] Tan,Steinbach, “Kumar Introduction to Data Mining”.
[22] FABRICIO VOZNIKA, LEONARDO VIANA, "DATA MINING CLASSIFICATION ".
[23] Aastha Joshi, Rajneet Kaur, Sri Guru Granth Sahib World University, A Review: Comparative Study of Various Clustering Techniques in Data Mining, International Journal of Advanced Research in Computer Science and Software Engineering.
[24] Pavel Berkhin, Accrue Software, Inc, Survey of Clustering Data Mining Techniques.
[25] Periklis Andritsos, University of Toronto, DataClustering Techniques.
[26] Tan, Steinbach, Kumar, Introduction to Data Mining.
[27] Swati Gupta Assistant Professor, Amity University Haryana, A Regression Modeling Technique on Data Mining.
[28] Bob Stine Department of Statistics The Wharton School of the Univ of Pennsylvania, Data Mining with Regression.
[29] Dr L. Arockiam, S.S.Baskar, L. Jeyasimman, Clustering Techniques in Data mining.
[30] https://www.google.co.in/search?q=images+of+difference+between+association+rule+based+and+regression+data+mining+technique&client=ms-android-sonymobile&source=lnms&tbm=isch&sa=X&ved=0ahUKEwiryqil_K3SAhVEGpQKHVBHA1MQ_AUIMigB