典型文献
Networked Knowledge and Complex Networks:An Engineering View
文献摘要:
Along with the development of information techno-logies such as mobile Internet,information acquisition technology,cloud computing and big data technology,the traditional know-ledge engineering and knowledge-based software engineering have undergone fundamental changes where the network plays an increasingly important role.Within this context,it is required to develop new methodologies as well as technical tools for network-based knowledge representation,knowledge services and knowledge engineering.Obviously,the term"network"has differ-ent meanings in different scenarios.Meanwhile,some breakthr-oughs in several bottleneck problems of complex networks promote the developments of the new methodologies and techni-cal tools for network-based knowledge representation,knowledge services and knowledge engineering.This paper first reviews some recent advances on complex networks,and then,in conjunction with knowledge graph,proposes a framework of networked knowledge which models knowledge and its relation-ships with the perspective of complex networks.For the unique advantages of deep learning in acquiring and processing know-ledge,this paper reviews its development and emphasizes the role that it played in the development of knowledge engineering.Finally,some challenges and further trends are discussed.
文献关键词:
中图分类号:
作者姓名:
Jinhu Lü;Guanghui Wen;Ruqian Lu;Yong Wang;Songmao Zhang
作者机构:
School of Automation Science and Electrical Engineering,State Key Laboratory of Software Development Environment,Beihang University,Beijing 100083;Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100190,China;Department of Systems Science,School of Mathe-matics,Southeast University,Nanjing 211189,China
文献出处:
引用格式:
[1]Jinhu Lü;Guanghui Wen;Ruqian Lu;Yong Wang;Songmao Zhang-.Networked Knowledge and Complex Networks:An Engineering View)[J].自动化学报(英文版),2022(08):1366-1383
A类:
logies,breakthr,oughs
B类:
Networked,Knowledge,Complex,Networks,An,Engineering,View,Along,information,such,mobile,Internet,acquisition,technology,cloud,computing,big,data,traditional,engineering,knowledge,software,have,undergone,fundamental,changes,where,plays,increasingly,important,role,Within,this,context,required,new,methodologies,well,technical,tools,representation,services,Obviously,term,meanings,different,scenarios,Meanwhile,some,several,bottleneck,problems,complex,networks,promote,developments,This,paper,first,reviews,recent,advances,then,conjunction,graph,proposes,framework,networked,which,models,its,relation,ships,perspective,For,unique,advantages,deep,learning,acquiring,processing,emphasizes,that,played,Finally,challenges,further,trends,discussed
AB值:
0.527549
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