计算机科学

计算机科学 ›› 2025, Vol. 52 ›› Issue (6A): 240600027-8.doi: 10.11896/jsjkx.240600027

• 大数据&数据科学 • 上一篇    下一篇

因素查询语言(FQL)-因素数据库的基本语言

孟祥福1, 李子函1, 史家晟1, 郭建威2, 赵亮3, 郭嗣琮2, 汪培庄2   

  1. 1 辽宁工程技术大学电子与信息工程学院 辽宁 葫芦岛 125105
    2 辽宁工程技术大学智能工程与数学研究院 辽宁 阜新 123000
    3 辽宁工程技术大学软件学院 辽宁 葫芦岛 125105
  • 出版日期:2025-06-16 发布日期:2025-06-12
  • 通讯作者: 李子函(lizihan1217@126.com)
  • 作者简介:(marxi@126.com)
  • 基金资助:
    国家自然科学基金(61772249);辽宁省教育厅项目(LJKZ0355,LJ2019QL017)

Factor Query Language-Basic Language of Factor Database

MENG Xiangfu1, LI Zihan1, SHI Jiasheng1, GUO Jianwei2, ZHAO Liang3, GUO Sicong2, WANG Peizhuang2   

  1. 1 School of Electronic and Information engineering,Liaoning Technical University,Huludao,Liaoning 125105,China
    2 Institute of Intelligent Engineering and mathematics,Liaoning Technical University,Fuxin,Liaoning 123000,China
    3 School of Software,Liaoning Technical University,Huludao,Liaoning 125105,China
  • Online:2025-06-16 Published:2025-06-12
  • About author:LI Zihan,born in 2000.Her main research interests include artificial intelligence and graph representation lear-ning.
  • Supported by:
    National Natural Science Foundation of China(61772249) and Liaoning Provincial Department of Education Project(LJKZ0355,LJ2019QL017).

PDF (PC)

38

摘要： 为支持因素空间理论背景下因素谱系数据的基本存储与高效处理,提出了一种因素查询语言(Factor Query Language,FQL)和因素库管理系统(FBMS)架构。首先,介绍因素谱系的相关概念并给出基于XML规范的因素谱系存储方法。然后,设计因素查询语言的增删改查基本操作规范。为提高因素的查询效率,在提高数据更新速度的同时降低索引更新成本,针对因素谱系特点进一步提出了基于区间和基于素数与二进制串的因素编码策略。最后,对因素库管理系统的系统架构和功能模块进行了相应设计,作为因素查询语言的操作载体。因素查询语言FQL和因素库管理系统,是因素空间理论落地实施的系统平台,文章在该方面进行了初步探讨,为因素库管理系统的研发和应用提供了基本思路和解决方案。

关键词: 因素空间, 因素库, 因素谱系, 因素查询语言, 因素编码, 因素库管理系统

Abstract: To support the basic storage and efficient processing of factor pedigree data in the context of factor space theory,a factor query language and factor base management system architecture are proposed.Firstly,the concept of factor pedigree is introduced and the storage method for factor pedigree based on XML specification is provided.Subsequently,the basic operation specification for the design of the factor query language,including addition,deletion,modification,and retrieval,are set out.To improve the efficiency of factor query,while enhancing data update speed and reducing the cost of index update,factor coding strategies based on interval,prime numbers,and binary strings are further proposed in accordance with the characteristics of the factor pedigree.Finally,the system architecture and functional modules of the factor base management system are designed accordingly,serving as the operational carrier for the factor query language.Factor query language and factor base management system are the system platform for the implementation of factor space theory.This paper makes a preliminary discussion on this aspect,and provides basic ideas and solutions for the development and application of factor base management system.

Key words: Factor space, factor database, factor pedigree, factor query language, factor encoding, factor base management system

中图分类号: 

  • TP311
[1]WANG P Z,OUYANG H,ZHONG Y X,et al.Cognition math based on factor space[J].Annals of Data Science,2016,3(3):281-303.
[2]YUAN X H,WANG P Z,LEE F S.Factor space and its algebraic representation theory[J].Journal of Mathematical Analysis and Applications,1992,171(1):256-276.
[3]WANG P Z.A factor spaces approach to knowledge representation[J].Fuzzy Sets and Systems,1990,36(1):113-124.
[4]PAWLAK Z.ROUGH sets[J].International Journal of Computer and Information Sciences,1982,11(5):341-356.
[5]WANG P Z.Factor spaces and factor databases[J].Journal of Liaoning Technical University(Natural Science Edition),2013,32(10):1297-1304.
[6]WANG P Z,GUO S C,BAO Y K,et al.Causality analysis in factor spaces[J].Journal of Liaoning Technical University(Na-tural Science Edition),2014,33(7):865-870.
[7]WANG H D,WANG P Z,GUO S C.Improved factor analysis on factor spaces[J].Journal of Liaoning Technical University(Natural Science Edition),2015,34(4):539-544.
[8]LIU H T,GUO S C.Reasoning model of causality analysis[J].Journal of Liaoning Technical University(Natural Science Edition),2015,34(1):124-128.
[9]QU G H,ZENG F H,LIU Z L,et al.Background distribution and Fuzzy background relation in factor spaces[J].Fuzzy Systems and Mathematics,2017,31(6):66-73.
[10]LU J H,LIU H T,GUO F F,et al.The algorithm of extraction of background bases[J].Fuzzy Systems and Mathematics,2017,31(6):82-86.
[11]WANG P Z.Factor space-mathematical basis of mechanismbased artificial intelligence theory[J].CAAI Transactions on Intelligent Systems,2018,13(1):37-54.
[12]CUI T J,MA Y D.Research on distinguishing method of coal mine safety situation based on factor space [J].Systems Engineering-Theory and Practice,2015,35(11):2891-2897.
[13]CUI T J,LI S S,WANG L G.System function structure analysis in complete and incomplete background relationship[J].Computer Science,2017,44(3):268-273,306.
[14]LI S S,CUI T J,MA Y D,et al.Analysis of background relationship between fault and its influencing factors in SFT[J].Application Research of Computers,2017,34(11):3277-3280,3284.
[15]ZENG F H,ZHENG L.Sample cultivation of factor analysismethod[J].Journal of Liaoning Technical University(Natural Science Edition),2017,36(3):320-323.
[16]LIU H T,HAO C B,FU G.Prediction method of coal and gas outburst under factor space [J].Journal of Heilongjiang University of Science and Technology,2017,27(4):354-358.
[17]LIU H T.Extraction method of dominant factors affecting coal and gas outburst in factor space [J].Journal of Heilongjiang University of Science and Technology,2019,29(3):267-271.
[18]CUI T J,WANG P Z.Intelligent reliability analysis methodbased on space fault tree and factor space[J].CAAI Transactions on Intelligent Systems,2019,14(5):853-864.
[19]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.
[20]CUI T J,LI S S.Sample selection strategy of artificial intelli-gence based on factor space[J].CAAI Transactions on Intelligent Systems,2021,16(2):346-352.
[21]LI X S,XU L B,LIU H T,et al.A complementary analysis of factor space and extenics and a fusion model for solving pro-blems[J].CAAI Transactions on Intelligent Systems,2022,17(5):990-998.
[22]CUI T J,LI S S.Function and relationship of data,factor,computing power,and algorithm in the artificial system[J].CAAI Transactions on Intelligent Systems,2022,17(4):772-779.
[23]CUI T J,LI S S.Construction and application of factor connection distribution formula based on connection number and system function status[J].CAAI Transactions on Intelligent Systems,2023,18(6):1305-1311.
[24]PENG X T,KANDEL A,WAND P Z.Concepts,rules,and fuzzy reasoning:a factor space approach[J].IEEE Transactions on Systems,Man,and Cybernetics,1991,21(1):194-205.
[25]WANG P Z,LIU Z L,SHI Y,et al.Factor space,the theoretical base of data science[J].Annals of Data Science,2014,1(2):233-251.
[26]ZANG C,NAUGHTON J,DEWITT D,et al.On supportingcontainment queries in relational database management system[C]//Proceedings of the 2001 ACM SIGMOD International Conference on Management of Data.2001:425-436.
[27]WU X D,LEE M L,HSU W.A prime number labeling scheme for dynamic ordered XML trees[C]//Proceedings 20th International Conference on Data Engineering.2004:66-78.
[28]KO H K,LEE S K.A binary string approach for updates in dynamic ordered XML data[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(4):602-607.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
渝ICP备16013121号-4
地址：重庆市渝北区洪湖西路18号    邮编：401121  
电话：023-63500828（编辑部） 023-67039612（会议/专题） 023-67039623（财务/发票）
E-mail：jsjkx12@163.com
本系统由北京玛格泰克科技发展有限公司设计开发