1. 辽宁工程技术大学 智能工程与数学研究院,辽宁,阜新,123000
2. 辽宁工程技术大学 理学院,辽宁,阜新,123000
3. 广东工业大学 可拓学及创新方法研究所,广东,广州,510006
4. 国家高性能计算中心 成都分中心,四川,成都,610094
汪培庄(1936–),男,教授,博士生导师,主要研究方向为模糊数学、因素空间理论等
曾繁慧(1970–),女,教授,博士,主要研究方向为基于因素空间理论的数据挖掘与知识表示技术、模糊结构元等,E-mail:597873883@qq.com
网络首发:2021-07-10,
纸质出版:2021
移动端阅览
汪培庄, 曾繁慧, 孙慧, 李兴森, 郭建威, 孟祥福, 何静. 知识图谱的拓展及其智能拓展库[J]. 广东工业大学学报, 2021, 38(4): 9-16.
Wang Pei-zhuang, Zeng Fan-hui, Sun Hui, et al. Extension of Knowledge Graph and its Intelligent Extension Library[J]. 2021, 38(4): 9-16.
汪培庄, 曾繁慧, 孙慧, 李兴森, 郭建威, 孟祥福, 何静. 知识图谱的拓展及其智能拓展库[J]. 广东工业大学学报, 2021, 38(4): 9-16. DOI: 10.12052/gdutxb.210045.
Wang Pei-zhuang, Zeng Fan-hui, Sun Hui, et al. Extension of Knowledge Graph and its Intelligent Extension Library[J]. 2021, 38(4): 9-16. DOI: 10.12052/gdutxb.210045.
知识图谱发展的终极目标是要把数据库构建成为人脑知识生长的同构体
它不是被动的僵化储存所
而是主动生长的拓展体。本文提出了智能拓展库的构想
它是知识图谱的升级版
也是一个多层次的嵌入式图数据库系统。每个概念节点都是一个窗口
打开窗口即生成一个子库。所有概念都按层次编码
可快捷查询。一个概念节点称为花苞
如果该概念的多个因素都以它为定义域,则打开花苞的窗口
就是一张因果分析表
用因素空间理论可以回答智能判断、推理、评价、决策、规划等一系列问题
使数据库成为智能孵化生长的活体。本文建立的智能拓展库语言有可能用于机制主义通用人工智能理论,并开展智能孵化的全民工程。
The ultimate goal of constructing the database of the knowledge graph should be the isomorphism of human brain knowledge growth
and it should not be a passive solidified storage body but an actively growing hatching body. The idea of intelligent reproduction library is proposed
which is an updated version of the Knowledge graph
a multi-level embedded graph database system. Each concept node is a window. Open the window
and there is a sub-library produced. All concepts are coded hierarchically for fast query. A concept node is called a bud if the concept has multiple factors taking it as domain. Open the window of the bud
and a cause and effect analysis table is prepared
on which
factor space theory can perform algorithms to make intelligent judgment
reasoning
evaluation
decision-making and planning
by which the database becomes a living intelligent incubator. The Factorial Query Language (FQL) is also established
which may be used in the preparation of the intelligent incubation civil intelligent engineering
with guidance of the mechanistic general artificial intelligence theory.
钟义信. 机制主义人工智能理论——一种通用人工智能理论[M]. 北京: 北京邮电大学出版社, 2021.
何华灿. 泛逻辑学理论——机制主义人工智能理论的逻辑基础[M]. 北京: 北京邮电大学出版社, 2021.
汪培庄. 因素空间理论——机制主义人工智能理论的数学基础[M]. 北京: 北京邮电大学出版社, 2021.
LIU Q, LI Y, DUAN H, et al . Knowledge graph construction techniques [J ] . Journal of Computer Research and Development, 2016, 53(3): 582-600.
HIBA A, SHADY E. Effective searching of RDF knowledge graphs [J]. Web Semantics: Science, Services and Agents on the World Wide Web, 2018(48): 66-84.
CAI W, YANG C Y. Basic theory and method system of topology [J]. Chinese Science Bulletin, 2013, 58(13): 1190-1199.
LI X S, XU L B, LIU H T. A research on problem oriented intelligent processing model by basic-element and factor space [J]. Journal of Guangdong University of Technology, 2019, 36(1): 1-9.
WILLE R. Restructuring lattice theory: an approach based on hierarchies of concepts [J]. Ordered Set, 1982: 445-470.
PAWLAK Z. Rough sets [J]. International Journal of Computer and Information Sciences, 1982, 11(5): 341-356.
汪培庄, 李洪兴. 知识表示的数学理论[M]. 天津: 天津科技出版社, 1994.
WANG P Z, SUGENO M. The factors field and background structure for fuzzy subsets [J]. Fuzzy Math, 1982, 2(2): 45-54.
汪培庄. 模糊集与随机集落影[M]. 北京: 北京师范大学出版社, 1985.
REN S H, ZENG F H, GUO S Z. Fuzzy markov decision process based on structural element theory [J]. Journal of Liaoning Technical University (Natural Science), 2020, 39(2): 180-183.
PU L J, ZENG F H, WANG P Z. Base point classification algorithm based on factor space theory [J]. CAAI Transactions on Intelligent Systems, 2020, 15(3): 528-536.
SUN H, ZENG F H, PU L J. Research on dimension reduction algorithm of multiple targets causal analysis based on factor space theory [J]. Journal of Liaoning Technical University (Natural Science), 2021, 40(5): 466-472.
0
浏览量
0
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621