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Transformative computing approaches for advanced management solutions and cognitive processing
Information Processing & Management ( IF 7.4 ) Pub Date : 2020-07-20 , DOI: 10.1016/j.ipm.2020.102358
Marek R. Ogiela , Francesco Palmieri , Makoto Takizawa

This paper will describe Transformative Computing technologies as a new area of modern information sciences, which plays crucial role in development future IT technologies. Transformative computing allow to join communication technologies, and data processing techniques with advanced AI solutions, which allow to analytically process and manage acquired data. It enhances possibilities of efficient data analysis, and thanks to the application of AI, opens a new areas of data exploration towards planning, decision supporting, and advanced secure information management in distributed systems. In this paper we'll focus on new possible areas of transformative computing applications, especially for semantic information processing, as well as cognitive data reasoning.



中文翻译:

用于高级管理解决方案和认知处理的变革性计算方法

本文将把转换计算技术描述为现代信息科学的一个新领域,它在发展未来的IT技术中起着至关重要的作用。转换计算允许将通信技术和数据处理技术与高级AI解决方案结合起来,从而可以分析处理和管理获取的数据。它增加了有效数据分析的可能性,并且由于AI的应用,为分布式系统中的计划,决策支持和高级安全信息管理开辟了数据探索的新领域。在本文中,我们将重点关注转换计算应用程序的新领域,尤其是语义信息处理以及认知数据推理方面的应用。

更新日期:2020-07-21
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