TY - GEN
T1 - Pattern Mining and Classification Techniques for Agriculture and Crop Simulation
AU - Rozas-Acurio, Javier
AU - Zavaleta-Salazar, Sergio
AU - Ugarte, Willy
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2022
Y1 - 2022
N2 - Research shows that data analysis and artificial intelligence applied to agriculture in Peru can help manage crop production and mitigate monetary losses. This work presents SmartAgro, a system based on pattern mining and classification techniques that takes information from multiple sources related to the agricultural process to extract knowledge and produce recommendations about the crop growth process. The problem we seek to mitigate with our system is the economic losses generated in Peruvian agriculture caused by poor crop planning. Our results show a high accuracy in regards to type of crop recommendation, and a knowledge base useful for agricultural planning.
AB - Research shows that data analysis and artificial intelligence applied to agriculture in Peru can help manage crop production and mitigate monetary losses. This work presents SmartAgro, a system based on pattern mining and classification techniques that takes information from multiple sources related to the agricultural process to extract knowledge and produce recommendations about the crop growth process. The problem we seek to mitigate with our system is the economic losses generated in Peruvian agriculture caused by poor crop planning. Our results show a high accuracy in regards to type of crop recommendation, and a knowledge base useful for agricultural planning.
KW - Agriculture
KW - Classification
KW - Crop simulation
KW - Pattern mining
UR - https://www.scopus.com/pages/publications/85144203108
U2 - 10.1007/978-3-031-20319-0_33
DO - 10.1007/978-3-031-20319-0_33
M3 - Contribución a la conferencia
AN - SCOPUS:85144203108
SN - 9783031203183
T3 - Communications in Computer and Information Science
SP - 444
EP - 458
BT - Advanced Research in Technologies, Information, Innovation and Sustainability - Second International Conference, ARTIIS 2022, Revised Selected Papers
A2 - Guarda, Teresa
A2 - Portela, Filipe
A2 - Augusto, Maria Fernanda
PB - Springer Science and Business Media Deutschland GmbH
T2 - 2nd International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability, ARTIIS 2022
Y2 - 12 September 2022 through 15 September 2022
ER -