{"title":"基于语义Web的农业知识服务系统模型研究","authors":"Hongye Chen","doi":"10.1109/IFITA.2010.172","DOIUrl":null,"url":null,"abstract":"Traditional agricultural knowledge service is based on keyword rather than content, the recall rate and precision rate cannot to be improved. The knowledge representation based on semantic web can truly achieve the semantic-level knowledge service. This paper analyzes the status of agricultural knowledge service system and points out its shortcomings, elaborates semantic web technologies, studies how to build and manage the agriculture ontology; A model of agricultural knowledge service system based on semantic web is proposed, and a framework and function design are given. In this model, user’s individual requirements are taken into account, semantic annotation is achieved by ontology database, knowledge reasoning and retrieval are completed through the agent process, and knowledge representation and evaluation are given. Analysis that the model is adapted to existing agricultural knowledge service.","PeriodicalId":393802,"journal":{"name":"2010 International Forum on Information Technology and Applications","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Study of Agricultural Knowledge Service System Model Based on Semantic Web\",\"authors\":\"Hongye Chen\",\"doi\":\"10.1109/IFITA.2010.172\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Traditional agricultural knowledge service is based on keyword rather than content, the recall rate and precision rate cannot to be improved. The knowledge representation based on semantic web can truly achieve the semantic-level knowledge service. This paper analyzes the status of agricultural knowledge service system and points out its shortcomings, elaborates semantic web technologies, studies how to build and manage the agriculture ontology; A model of agricultural knowledge service system based on semantic web is proposed, and a framework and function design are given. In this model, user’s individual requirements are taken into account, semantic annotation is achieved by ontology database, knowledge reasoning and retrieval are completed through the agent process, and knowledge representation and evaluation are given. Analysis that the model is adapted to existing agricultural knowledge service.\",\"PeriodicalId\":393802,\"journal\":{\"name\":\"2010 International Forum on Information Technology and Applications\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-07-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 International Forum on Information Technology and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IFITA.2010.172\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Forum on Information Technology and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IFITA.2010.172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Study of Agricultural Knowledge Service System Model Based on Semantic Web
Traditional agricultural knowledge service is based on keyword rather than content, the recall rate and precision rate cannot to be improved. The knowledge representation based on semantic web can truly achieve the semantic-level knowledge service. This paper analyzes the status of agricultural knowledge service system and points out its shortcomings, elaborates semantic web technologies, studies how to build and manage the agriculture ontology; A model of agricultural knowledge service system based on semantic web is proposed, and a framework and function design are given. In this model, user’s individual requirements are taken into account, semantic annotation is achieved by ontology database, knowledge reasoning and retrieval are completed through the agent process, and knowledge representation and evaluation are given. Analysis that the model is adapted to existing agricultural knowledge service.