Automatic Ontology Learning and Data Reasoning in Web Mining

网络挖掘中的自动本体学习和数据推理

• 批准号: DP0556455
• 负责人: Prof Yuefeng Li
• 金额: $ 9.44万
• 依托单位: Queensland University of Technology
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2005
• 资助国家: 澳大利亚
• 起止时间: 2005-03-09 至 2009-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0556455
• 关键词: Automatic; Ontology; Learning; Data; Reasoning

This research has an impact on both research and practical applications. In research, it provides opportunities for research students to carry out research using both data mining and data reasoning to solving Web based application problems. In practical, it can help IT industry to design the new generation of Web mining systems in order to provide invaluable service to users. This research also develops new techniques for data automatic processing within areas of smart information use in Australia. In particular it further develops data mining techniques by introducing data reasoning models for using discovered knowledge. It must be useful to improve the efficiency of the existing data mining systems.

本研究对研究和实际应用都有一定的影响。在研究方面，它为研究生提供了利用数据挖掘和数据推理来解决基于Web的应用问题的研究机会。在实际应用中，它可以帮助it行业设计新一代的Web挖掘系统，为用户提供宝贵的服务。本研究还开发了澳大利亚智能信息使用领域内数据自动处理的新技术。特别是，它通过引入数据推理模型来使用发现的知识，进一步发展了数据挖掘技术。它必须对提高现有数据挖掘系统的效率有用。