Similarity Intelligence:Similarity Based Reasoning,Computing,and Analytics  

作　　者：Zhaohao Sun 

机构地区：[1]Department of Business Studies,PNG University of Technology,Private Mail Bag,Lae 411,Morobe,Papua New Guinea

出　　处：《Journal of Computer Science Research》2023年第3期1-14,共14页计算机科学研究（英文）

摘　　要：Similarity has been playing an important role in computer science,artificial intelligence(AI)and data science.However,similarity intelligence has been ignored in these disciplines.Similarity intelligence is a process of discovering intelligence through similarity.This article will explore similarity intelligence,similarity-based reasoning,similarity computing and analytics.More specifically,this article looks at the similarity as an intelligence and its impact on a few areas in the real world.It explores similarity intelligence accompanying experience-based intelligence,knowledge-based intelligence,and data-based intelligence to play an important role in computer science,AI,and data science.This article explores similarity-based reasoning(SBR)and proposes three similarity-based inference rules.It then examines similarity computing and analytics,and a multiagent SBR system.The main contributions of this article are:1)Similarity intelligence is discovered from experience-based intelligence consisting of data-based intelligence and knowledge-based intelligence.2)Similarity-based reasoning,computing and analytics can be used to create similarity intelligence.The proposed approach will facilitate research and development of similarity intelligence,similarity computing and analytics,machine learning and case-based reasoning.

关 键 词：Similarity intelligence Similarity computing Similarity analytics Similarity-based reasoning Big data analytics Artificial intelligence Intelligent agents 

分 类 号：TP1[自动化与计算机技术—控制理论与控制工程]