Expert Systems Applied to Plant Disease Diagnosis: Survey and Critical View

被引:12
作者
Barbedo, J. G. A. [1 ]
机构
[1] Empresa Brasileira Pesquisa Agr Embrapa, CNPTIA, Campinas, SP, Brazil
关键词
Expert systems; plant pathology; disease diagnosis; critical view; DECISION-SUPPORT-SYSTEM; KNOWLEDGE-BASED SYSTEMS; ADVISORY SYSTEM; MANAGEMENT; PESTS; VALIDATION; IDENTIFICATION; INSECT; VERIFICATION; INFERENCE;
D O I
10.1109/TLA.2016.7483534
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Expert systems have been applied to solve agricultural problems for some time. The complexities involved in plant disease diagnosis make this problem a prime candidate for the application of expert systems. Those same complexities, however, make the development of a viable system a very challenging task. Many attempts at creating such tools have been reported in the literature, with different scopes and degrees of success. This article had the objective of organizing all the information that has been published on the subject in the last four decades by presenting a brief individual description of each proposed system, and then condensing all the information into a critical analysis of how the problem was handled in the past, how it evolved into the current scenario, and which are the possible directions to be explored in the future.
引用
收藏
页码:1910 / 1922
页数:13
相关论文
共 128 条
[21]   HEURISTIC CLASSIFICATION [J].
CLANCEY, WJ .
ARTIFICIAL INTELLIGENCE, 1985, 27 (03) :289-350
[22]  
Clark K.L., 1982, Machine Intelligence, V10, P455
[23]   Development of the Harrow Greenhouse Manager: a decision-support system for greenhouse cucumber and tomato [J].
Clarke, ND ;
Shipp, JL ;
Papadopoulos, AP ;
Jarvis, WR ;
Khosla, S ;
Jewett, TJ ;
Ferguson, G .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 1999, 24 (03) :195-204
[24]  
Cowell Robert G., 1999, Probabilistic networks and expert systems
[25]  
Crassweller R. M., 1993, HortTechnology, V3, P203
[26]  
CU RM, 1994, PLANT DIS, V78, P209
[27]   PulsExpert: An expert system for the diagnosis and control of diseases in pulse crops [J].
Devraj ;
Jain, Renu .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (09) :11463-11471
[28]  
DOLUSCHITZ R, 1988, Computers and Electronics in Agriculture, V2, P173, DOI 10.1016/0168-1699(88)90022-1
[29]  
Donahue D. W., 1991, Applied Engineering in Agriculture, V7, P499
[30]  
Drapek R. J., 1990, Acta Horticulturae, P21