本体构建技术的应用与研究

Wenwen Yi, Yong Sun, Shukui Zhang, Yingfeng Wu, Z. Chu
{"title":"本体构建技术的应用与研究","authors":"Wenwen Yi, Yong Sun, Shukui Zhang, Yingfeng Wu, Z. Chu","doi":"10.1109/WKDD.2008.108","DOIUrl":null,"url":null,"abstract":"In the field of search, the application of ontology is an important research topic. Introduction of ontology technology in the retrieval system with massive data can make the searching results more comprehensive. However, now days the ontology is constructed by domain experts, and there are a lot of shortcomings, such as complex process, long time for the project, and difficulty to update. Thereby, in this paper, a method of semiautomaticly building ontology is proposed, after synthetically analyzing a variety of methods and techniques about it. The building process which is based on user interests, mines not only the concepts but also the potential relationships between concepts from the texts by the method of concepts clustering. On the basis of such research, an unique patent information retrieval system based on ontology has been completed.","PeriodicalId":101656,"journal":{"name":"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"The Application and Research of Ontology Construction Technology\",\"authors\":\"Wenwen Yi, Yong Sun, Shukui Zhang, Yingfeng Wu, Z. Chu\",\"doi\":\"10.1109/WKDD.2008.108\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the field of search, the application of ontology is an important research topic. Introduction of ontology technology in the retrieval system with massive data can make the searching results more comprehensive. However, now days the ontology is constructed by domain experts, and there are a lot of shortcomings, such as complex process, long time for the project, and difficulty to update. Thereby, in this paper, a method of semiautomaticly building ontology is proposed, after synthetically analyzing a variety of methods and techniques about it. The building process which is based on user interests, mines not only the concepts but also the potential relationships between concepts from the texts by the method of concepts clustering. On the basis of such research, an unique patent information retrieval system based on ontology has been completed.\",\"PeriodicalId\":101656,\"journal\":{\"name\":\"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)\",\"volume\":\"37 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-01-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WKDD.2008.108\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WKDD.2008.108","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

在搜索领域,本体的应用是一个重要的研究课题。在海量数据的检索系统中引入本体技术,可以使检索结果更加全面。然而,目前的本体由领域专家构建,存在过程复杂、项目耗时长、更新困难等缺点。因此,本文在综合分析了各种方法和技术的基础上,提出了一种半自动构建本体的方法。该构建过程以用户兴趣为基础,通过概念聚类的方法从文本中挖掘概念,挖掘概念之间的潜在关系。在此基础上,完成了一个独特的基于本体的专利信息检索系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Application and Research of Ontology Construction Technology
In the field of search, the application of ontology is an important research topic. Introduction of ontology technology in the retrieval system with massive data can make the searching results more comprehensive. However, now days the ontology is constructed by domain experts, and there are a lot of shortcomings, such as complex process, long time for the project, and difficulty to update. Thereby, in this paper, a method of semiautomaticly building ontology is proposed, after synthetically analyzing a variety of methods and techniques about it. The building process which is based on user interests, mines not only the concepts but also the potential relationships between concepts from the texts by the method of concepts clustering. On the basis of such research, an unique patent information retrieval system based on ontology has been completed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信