DocumentCode
2138802
Title
Application and improvement of intelligent recommendation for Agricultural Information
Author
Feng Yu ; Qian Zhang ; RuPeng Luan ; Junfeng Zhang ; Xin Liu
Author_Institution
Inst. of Agric. Scientech Inf., Beijing Acad. of Agric. & Forestry Sci., Beijing, China
fYear
2013
fDate
23-25 July 2013
Firstpage
1077
Lastpage
1081
Abstract
This paper achieved association recommendation in the Beijing 12396 Agricultural Information Network, and improved the recommendation from three aspects. The contrast experiments proved that the improvement optimized the effect of recommendation. An intelligent recommendation based on farmers´ personalization features was also proposed. All these efforts were able to provide better agricultural information service for farmers.
Keywords
agriculture; data mining; information networks; recommender systems; Beijing 12396 Agricultural Information Network; agricultural information service; association recommendation; farmer personalization feature; intelligent recommendation; Accuracy; Algorithm design and analysis; Association rules; Collaboration; Heuristic algorithms; Information services; Agricultural Information Services; Apriori Algorithm; Association rules; Intelligent Recommendation;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2013 Ninth International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/ICNC.2013.6818137
Filename
6818137
Link To Document