应用基于代理的模型开发本体论数据可视化管理工具

Q4 Computer Science
D.S. Razdyakonov, D.I. Muromcev
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引用次数: 0

摘要

本文介绍了一种基于代理的交互式可视化模型,并提出了一种将其应用于本体数据可视化管理工具开发的方法。用户与可视化的交互过程被表示为一个状态图,其中每个节点都是一个单独的可视化。初始状态是已知的,最终状态是在用户与本体数据可视化管理工具交互的过程中形成的。状态图中的每个中间可视化都被转移到以可视化本体为基础形成的多维欧几里得数据空间中,从而可以计算状态图边上的加权系数,并使用已知算法搜索图。该模型的应用可以降低执行用户脚本的劳动强度,因为它将逐步创建可视化的任务简化为在状态空间中进行搜索的任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of an Agent-Based Model to Develop Ontological Data Visual Management Tool
The paper presents an agent-based model of interactive visualization and proposes a method for its application in the development of the ontological data visual management tool. The process of user interaction with the visualization is represented as a state graph, where each node is a separate visualization. The initial state is known, and the final state is formed in the process of user interaction with the ontological data visual management tool. Each intermediate visualization from the state graph is transferred into the multidimensional Euclidean data space formed on the basis of the visualized ontology, which allows to calculate weighting coefficients on the state graph edges and to search the graph using known algorithms. Application of the model allows for a reduction in the labor intensity of executing user scripts due to the reduction of step-by-step visualization creation to the task of searching in the state space.
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来源期刊
Scientific Visualization
Scientific Visualization Computer Science-Computer Vision and Pattern Recognition
CiteScore
1.30
自引率
0.00%
发文量
20
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