LINGUISTIC SUMMARIES IN EVALUATING ELEMENTARY CONDITIONS AND THEIR APPLICATION IN SOFTWARE ENVIRONMENT

Pavol Sojka
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Abstract

Data users are generally interested in two types of aggregated information: summarization of the selected attribute(s) for all considered entities and retrieval and evaluation of entities by the requirements posed on the relevant attributes. Less statistically literate users (e.g., domain experts) and the business intelligence strategic dashboards can benefit from linguistic summarization, i.e. a summary like most customers are middle-aged can be understood immediately. Evaluation of the mandatory and optional requirements of the structure P1 and most of the other posed predicates should be satisfied beneficial for analytical business intelligence dashboards and search engines in general. This work formalizes the integration of the aforementioned quantified summaries and quantified evaluation into the concept of database queries to empower their flexibility by, e.g., the nested quantified query conditions on hierarchical data structures. Later in our work, we adapted our research into practical application. We created a software environment for evaluating data based on a dataset retrieved from The Statistical Office of the Slovak republic. These datasets are aimed mainly on landscape characteristics like altitude, area sizes of towns and villages, and similar parameters. Based on user's preferences, our system recommends the most suitable place for holidays to spend on.
评价基本条件的语言总结及其在软件环境中的应用
数据用户通常对两种类型的汇总信息感兴趣:所有考虑的实体的选定属性的摘要,以及根据对相关属性的要求对实体进行检索和评估。不太懂统计的用户(例如,领域专家)和商业智能战略仪表板可以从语言摘要中受益,例如,像大多数中年客户这样的摘要可以立即理解。对结构P1的强制性和可选性需求的评估以及大多数其他提出的谓词应该得到满足,这对分析性业务智能仪表板和搜索引擎总体上是有益的。这项工作将前面提到的量化摘要和量化评估形式化地集成到数据库查询的概念中,通过在分层数据结构上嵌套量化查询条件来增强其灵活性。在后来的工作中,我们把我们的研究应用到实际中。我们创建了一个软件环境,用于基于从斯洛伐克共和国统计局检索的数据集来评估数据。这些数据集主要针对景观特征,如海拔,城镇和村庄的面积大小,以及类似的参数。根据用户的喜好,我们的系统会推荐最适合度假的地方。
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