JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2018, Vol. 48 ›› Issue (1): 1-7.doi: 10.6040/j.issn.1672-3961.0.2017.422

    Next Articles

Online business self-evaluation system based on linguistic-valued similarity reasoning

CUI Xiaosong, WANG Ying, MENG Jia, ZOU Li*   

  1. CUI Xiaosong, WANG Ying, MENG Jia, ZOU Li*(School of Computer and Information Technology, Liaoning Normal University, Dalian 116081, Liaoning, China
  • Received:2017-08-29 Online:2018-02-20 Published:2017-08-29

PDF (PC)

508

Abstract: In order to represent uncertainty knowledge more reasonable, a knowledge representation model was constructed with 2n-element linguistic-valued lattice-valued first-order logic which included different truth degree with different linguistic hedges based on lattice implication algebra system. The linguistic-valued similarity was defined and the similarity-based reasoning of ten-element linguistic-valued lattice-valued first-order logic was presented. A network business self-evaluation system was constructed and an example was given to illustrate that the proposed method could deal with the uncertain knowledge in the self-evaluation problems and help the network shopkeeper to evaluate themselves effectively.

Key words: linguistic value, lattice implication algebra, linguistic-valued similarity-based reasoning, knowledge representation

CLC Number: 

  • TP181
[1] 年志刚, 梁式, 麻芳兰, 等. 知识表示方法研究与应用[J]. 计算机应用研究, 2007, 24(5): 235-236. NIAN Zhigang, LIANG Shi, MA Fanglan, et al. Study and application of knowledge expression[J]. Application Research of Computers, 2007, 24(5):235-236.
[2] 闫林, 刘清, 庞善起. 基于粒语义推理的粒归结研究[J]. 计算机科学, 2009, 36(1):171-176. YAN Lin, LIU Qing, PANG Shanqi. Study on granular resolution based on granularly semantic reasoning[J]. Computer Science, 2009, 36(1):171-176.
[3] 陈曦, 陈华钧, 顾珮嵌, 等. 一种基于Hadoop的语义大数据分布式推理框架[J]. 计算机研究与发展, 2013, 50(增刊2):103-113. CHEN Xi, CHEN Huajun, GU Peiqian, et al. A distributed reasoning framework for big semantic data based on Hadoop[J]. Journal of Computer Research and Development, 2013, 50(Suppl 2):103-113.
[4] 张传宏, 傅秀芬, 张俊芝. 知识与知识库在成绩分析专家系统中的应用[J]. 信息技术, 2009(8): 43-49. ZHANG Chuanhong, FU Xiufen, ZHANG Junzhi. Application of knowledge and knowledge base in expert system of study result analysis[J]. Information Technology, 2009(8):43-49.
[5] 郑宏亮, 徐本强, 邹丽. 一种基于十元格蕴涵代数的知识表示方法[J].计算机应用与软件, 2013, 30(1): 37-40. ZHENG Hongliang, XU Benqiang, ZOU Li. An approach for knowledge representation based on ten-element lattice implication algebra[J]. Computer Applications and Software, 2013, 30(1):37-40.
[6] 蔡陈生, 杜宁, 黎枭, 等. 挠性系统控制设计中的不确定性[J]. 哈尔滨理工大学学报, 2014,19(2): 41-44. CAI Chensheng, DU Ning, LI Xiao, et al. Uncertainty in control design for flexible system[J]. Journal of Harbin University of Science and Technology, 2014, 19(2):41-44.
[7] 周真, 周浩, 马德仲, 等. 风电机组故障诊断中不确定性信息处理的贝叶斯网络方法[J]. 哈尔滨理工大学学报, 2014, 19(1): 64-68. ZHOU Zhen, ZHOU Hao, MA Dezhong, et al. Method of Bayesian network for uncertainty information processing of wind turbines fault diagnosis[J]. Journal of Harbin University of Science and Technology, 2014, 19(1):64-68.
[8] 张云霞, 崔晓松, 邹丽. 一种基于十八元语言值模糊相似矩阵的聚类方法[J]. 山东大学学报(工学版), 2013, 43(1): 1-7. ZHANG Yunxia, CUI Xiaosong, ZOU Li. A clustering method based on 18-element linguistic-valued fuzzy similar matrix [J]. Journal of Shandong University(Engineering Science), 2013, 43(1):1-7.
[9] 徐庆, 段利国, 李爱萍,等. 基于实体词语义相似度的中文实体关系抽取[J]. 山东大学学报(工学版), 2015, 45(6):7-15. XU Qing, DUAN Liguo, LI Aiping, et al. Chinese entity relation extraction based on entity semantic similarity[J]. Journal of Shandong University(Engineering Science), 2015, 45(6):7-15.
[10] 许伟涛, 徐扬. 语言真值格值命题逻辑系统中广义文字的归结判定[J]. 计算机科学, 2013, 40(2): 237-240. XU Weitao, XU Yang. Resolution determination of generalized literals in linguistic truth-valued lattice-valued propositional logic system[J]. Computer Science, 2013, 40(2):237-240.
[11] 赖家俊, 徐扬. 基于语言真值格值一阶逻辑系统中程度化公式的注记[J]. 系统科学与数学, 2013, 33(10): 1256-1262. LAI Jiajun, XU Yang. Some notes of degree formula based on linguistic truth-valued lattice value first-ordered logic system[J]. Journal of Systems Science and Mathematical Sciences, 2013, 33(10):1256-1262.
[12] 邹丽, 谭雪微, 张云霞.语言真值直觉模糊逻辑的知识推理[J]. 计算机科学, 2014, 40(1): 134-137. ZOU Li, TAN Xuewei, ZHANG Yunxia. Knowledge reasoning based on linguistic truth-valued intuitionstic fuzzy logic[J]. Computer Science, 2014, 40(1):134-137.
[13] 许伟涛, 张闻强, 徐扬, 等. 基于格值一阶逻辑系统的α-广义归结原理[J].西安电子科技大学学报, 2014, 41(1): 168-173. XU Weitao, ZHANG Wenqiang, XU Yang, et al. α-generalized resolution principle based on the lattice-valude first-order logic system[J]. Journal of Xidian University, 2014, 41(1): 168-173.
[14] 刘新, 殷明娥, 邹丽. 基于十元格蕴涵代数的语言值评价方法[J].辽宁工程技术大学学报(自然科学版), 2010, 29(5): 867-870. LIU Xin, YIN Minge, ZOU Li. Linguistic-valued evaluation approach based on 10-element lattice implication algebra[J]. Journal of Liaoning Technical University(Natural Science), 2010, 29(5):867-870.
[15] 杨小燕. 海南省大学生网络购物消费行为的影响因素研究[D]. 海口:海南大学, 2013. YANG Xiaoyan. Study on influencing factors of college students on-line shopping consumer behavior in Hainan Province[D]. Haikou:Hainan University, 2013.
[16] 王祥坤, 马春玲, 高岩, 等. 大学生网络购物消费行为的影响因素研究[J]. 哈尔滨职业技术学院学报, 2013, 2013(6):92-93. WANG Xiangkun, MA Chunling, GAO Yan, et al. Study on the influencing factors of Internet shopping consumption behavior of college students[J]. Journal of Harbin Vocational & Technical College, 2013, 2013(6):92-93.
[17] 邹丽. 基于语言真值格蕴涵代数的格值命题逻辑及其归结自动推理研究[D]. 成都:西南交通大学, 2010. ZOU Li. Research of lattice-valued propositional logic and its resolutionautomated reasoning based on linguistic truth-valued lattice implicational gebra[D]. Chengdu: Southwest Jiaotong University, 2010.
[18] HE X, XU Y, LIU J, et al. On compatibilities of α-lock resolution method in linguistic truth-valued lattice-valued logic[J]. Soft Computing, 2012, 16(4):699-709.
[19] 王颖. 语言值相似度推理方法及其应用研究[D]. 大连:辽宁师范大学, 2016. WANG Ying. Research of linguistic-valued similarity-based reasoning method and its application[D]. Dalian: Liaoning Normal University, 2016.
[20] 雷英杰, 王宝树, 路艳丽. 基于直觉模糊逻辑的近似推理方法[J]. 控制与决策, 2006, 21(3): 306-310. LEI Yingjie, WANG Baoshu, LU Yanli. Approximate reasoning method based on intuitionistic fuzzy logic[J]. Control and Decision, 2006, 21(3):306-310.
[1] LIU Jing, PEI Zheng, ZHOU Bin. Fuzzy multi-criteria linguistic decision-making method based on equivalence relation [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2014, 44(4): 9-15.
[2] LIU Yi1,2, JIA Hai-rui2, QIN Xiao-yan2, XU Yang2 *. The algebraic structure of α-resolution fields based on lattice-valued logic systems LP(X) [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2013, 43(3): 13-18.
[3] HOU Xiao-lin,LV Wu,SHI Zhen,LIN Fu-yan . Design knowledge acquisition and reuse of physical modal enabled mechanical products [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(2): 25-29 .
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright 2018 © Editorial office of Journal of Shandong University (Engineering Science)
Supported by Beijing Magtech Co.Ltd