Using fuzzy data mining to evaluate survey data from olive grove cultivation

作者: G. Delgado , V. Aranda , J. Calero , M. Sánchez-Marañón , J.M. Serrano

DOI: 10.1016/J.COMPAG.2008.08.001

关键词:

摘要: User knowledge about cultivation and soils is relevant in developing countries, given the lack of any other kind information, developed countries where it may contribute to sustainable operational planning for farm production systems. But user data show a high degree inaccuracy uncertainty; hence appropriate treatment this order obtain potentially useful information requires suitable storage processing techniques, such as fuzzy relational database mining techniques. The were obtained from survey with 126 variables carried out on 210 olive grove farms Province Granada (southern Spain). A set 34 selected following cleaning process, 1420 association rules relating handling, soil, or environment fruit (kgha^-^1), % oil acidity tree (olive quality), obtained. Several these can be considered evaluation (UER) because they clear between corresponding variables. It demonstrated that greatest influence soil quality oil, arises when those limit reduce quality. Some UER are corroborated regarding found bibliography. others contradict reveal relationships not described previously. Because this, proposed working method mostly exploratory. final objective work help decision-making field Andalusia. However, paper applicable geographical areas kinds crops.

参考文章(52)
S. Kawano, V.N. Huynh, M. Ryoke, Y. Nakamori, A context-dependent knowledge model for evaluation of regional environment Environmental Modelling and Software. ,vol. 20, pp. 343- 352 ,(2005) , 10.1016/J.ENVSOFT.2003.12.012
Diego O Ferraro, Claudio M Ghersa, Gustavo A Sznaider, Evaluation of environmental impact indicators using fuzzy logic to assess the mixed cropping systems of the Inland Pampa, Argentina Agriculture, Ecosystems & Environment. ,vol. 96, pp. 1- 18 ,(2003) , 10.1016/S0167-8809(03)00017-3
Hamid R. Berenji, A reinforcement learning-based architecture for fuzzy logic control International Journal of Approximate Reasoning. ,vol. 6, pp. 267- 292 ,(1992) , 10.1016/0888-613X(92)90020-Z
Kazuki Saito, Bruce Linquist, Bounthanh Keobualapha, Tatsuhiko Shiraiwa, Takeshi Horie, Farmers' knowledge of soils in relation to cropping practices: A case study of farmers in upland rice based slash-and-burn systems of northern Laos Geoderma. ,vol. 136, pp. 64- 74 ,(2006) , 10.1016/J.GEODERMA.2006.02.003
R.L. de Mantaras, L. Valverde, New results in fuzzy clustering based on the concept of indistinguishability relation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 10, pp. 754- 757 ,(1988) , 10.1109/34.6788
ML De la Torre, JA Grande, J Aroba, JM Andujar, None, Optimization of fertirrigation efficiency in strawberry crops by application of fuzzy logic techniques. Journal of Environmental Monitoring. ,vol. 7, pp. 1085- 1092 ,(2005) , 10.1039/B508502K
L.A. Zadeh, Fuzzy sets as a basis for a theory of possibility Fuzzy Sets and Systems. ,vol. 100, pp. 9- 34 ,(1999) , 10.1016/S0165-0114(99)80004-9
Juan Miguel Medina, Olga Pons, Maria Amparo Vila, GEFRED: a generalized model of fuzzy relational databases Information Sciences. ,vol. 76, pp. 87- 109 ,(1994) , 10.1016/0020-0255(94)90069-8