基于语义 Wiki 技术开发智能信息分析门户网站:问题与挑战

J. V. Rogushina
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引用次数: 0

摘要

我们分析了现代门户网站有别于其他类型网站的主要功能。在这项工作中,我们将智能信息分析门户网站视为智能信息分析系统的一个特定子集,并分析了它们的特点以及对其语义化有影响的发展趋势。作为分析的一部分,我们考虑了可用于这一目的的知识模型及其处理技术。我们确定了可用于门户网站语义化的语义网标准和工具,并通过实际案例介绍了使用这些标准和工具的方法。我们还考虑了用于开发语义门户网站的技术和工具的一些基本要求。我们对创建和部署此类门户网站过程中出现的与大量数据的处理、结构化和分析有关的典型问题进行了分析和分类,并考虑了评估现有门户网站发展机会的标准。以基于语义 Wiki 技术的门户网站为例,我们研究了门户网站知识处理工具和服务的实施和扩展方面的实际问题,并提出了一些预防和解决方法。
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Development of intelligent information analytical webportals based on semantic Wiki technologies: problems and challenges
We analyse the main functions of modern web portals that differ them from other types of sites. In this work we consider intelligent information-analytical web portals as a specific subset of intelligent information-analytical systems, and their features and development trends that have an influence on their semanticization are analysed. As a part of such analysis we considered knowledge models and technologies of their processing that can be used for this aim. We determine standards and tools of the Semantic Web that can be used for the semanticization of web portals and describe the ways of such use on practical examples. Some basic requirements for technologies and instrumental tools used for development of semantic portals are considered. We analyse and classify typical problems related to the processing, structuring, and analysis of large volumes of data that arise in the process of creating and deploying such portals, and the criteria for evaluating the development opportunities of existing web portals are considered. On example of web portal based on semantic Wiki technologies we investigate practical problems of implementation and scaling of portal knowledge processing tools and services and propose some ways of their prevention and solution.
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