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
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;
Conference_Titel :
Robotics and Applications (ISRA), 2012 IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-2205-8
DOI :
10.1109/ISRA.2012.6219222