音乐超体裁“金属”本体建模方法的实现

D. Zelinska, V. Girdvainis, O. Silagin
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摘要

背景。文章的相关性是由于结构化信息的现代本体论方法的发展以及在许多新的特定主题领域中系统化数据的需要。这些主题领域包括“金属”的音乐艺术,这在今天很常见,但在术语中研究得不够。本文的主题是本体模型和用于创建本体知识库的工具。目标。本文的目的是提高音乐超体裁“金属”知识库中语义搜索的正确性。科学问题是需要改进这一主题领域的术语,并建立一个本体知识模型,与现有的在已知web资源上实现的关系模型相比,提高目标受众信息检索的准确性。方法。分类方法、泛化方法、软件优化方法、分析方法。解决这一问题的方法是:根据学科领域的比较特征选择最佳网络资源,找出其知识表示模型的不足,设计本体知识模型并检验其有效性。结果。所有用户的平均SUM为83.85%,这是本体知识库的一个很好的指标。同时,以“Encyclopedia Metallum”网站为基础,采用经典的数据库组织关系模型,对超体裁“metal”的数据库进行类似的查询,结果要低得多。因此,10个用户的平均SUM分别为75.32%。结论。获得的结果的科学新颖性如下:首次创建了主题领域的本体模型(ontology):音乐超流派“metal”,其语义搜索效率远高于该主题领域的最佳关系模型,并作为web资源实现。开发的结构可用于创建具有相似术语的相关音乐超流派的本体。未来的研究还计划将这种本体论知识模型与基于web的应用程序和桌面应用程序集成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IMPLEMENTATION OF THE APPROACH TO ONTOLOGICAL MODELING OF THE MUSICAL SUPERGENRE “METAL”
Background. The relevance of the article is due to the development of modern ontological methods of structuring information and the need to systematize data in many new specific subject areas. Such subject areas include the musical art of the "metal" variety, which is quite common today, but insufficiently studied within the terminology. The subject of the article are ontological models and tools for creating ontological knowledge bases. Objective. The purpose of the paper is to increase the correctness of the semantic search in the knowledge base of the musical supergenre "metal". The scientific problem is the need to improve the terminology in this subject area and build an ontological knowledge model that increases the accuracy of information retrieval for the target audience, compared to the existing relational model implemented on one of the known web resources.  Methods. Classification method, generalization method, software optimization methods, analytical method. The way to solve the problem: selection based on the comparative characteristics of the best web resource of the subject area and identifying the shortcomings of its model of knowledge representation, designing an ontological knowledge model and testing its effectiveness.  Results. The average SUM for all users is 83.85%, which is a good indicator for ontological knowledge bases. At the same time, a similar method of checking the database of the supergenre "metal" on the basis of the site "Encyclopedia Metallum", which used the classical relational model of database organization, showed much lower results. Thus, the average SUM for 10 users was 75.32%, respectively.  Conclusions. The scientific novelty of the obtained results is as follows: For the first time an ontological model (ontology) of the subject area was created: musical supergenre "metal", which showed much higher efficiency of semantic search than the best relational model of this subject area, implemented as a web resource. The developed structure can be used to create ontologies of related musical supergenres with similar terminology. Future research also plans to integrate this ontological knowledge model with applied web-based and desktop applications.
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