DocumentCode
2337553
Title
Application of ontology in classification of agricultural information
Author
Liu, Xuguang ; Duan, Xianhui ; Zhang, Hongye
Author_Institution
Sch. of Literature & Media Transm., Shijiazhuang Univ., Shijiazhuang, China
fYear
2012
fDate
3-5 June 2012
Firstpage
451
Lastpage
454
Abstract
In order to improve effectively the identification ability of agricultural product information, the ontology technology is introduced to the searching field of agricultural product information, and the classification of agricultural product information technology based on ontology is proposed. The ontology model is defined, and the classification standards are carried out, then the retrieval model is made, the learning algorithm is used to extract topic knowledge of agricultural product, the help is from the semantic description of the agricultural product information, unstructure or semi-structure information are classified by the field of ontology framework of agricultural product, then which are made the structure knowledge ontology base of agricultural product information. The practice has shown that the classification of agricultural product information based on ontology has high accuracy, then improve the reliability and stability of information searching of agricultural product.
Keywords
agriculture; information retrieval; knowledge based systems; learning (artificial intelligence); ontologies (artificial intelligence); pattern classification; agricultural information classification; agricultural product information identification ability; agricultural product information technology; classification standards; information searching; learning algorithm; ontology technology; retrieval model; structure knowledge ontology base; topic knowledge extraction; Agricultural products; Computational modeling; Data models; Information services; Ontologies; Semantics; Standards; agricultural information; classification; ontology; searching;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Applications (ISRA), 2012 IEEE Symposium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4673-2205-8
Type
conf
DOI
10.1109/ISRA.2012.6219222
Filename
6219222
Link To Document