基于语言值相似度推理的网络商家自评价方法
|
摘要
为更合理的表示不确定性知识,在格蕴涵代数的基础上,运用不同程度的语气词表达一个模糊命题的真值程度,建立一个基于2n元语言值格值一阶逻辑的知识表示模型。定义语言值相似度,提出语言值格值一阶逻辑中的语言值相似度推理方法。建立一个网络商家自评价系统,并以实例表明该方法能够表达和处理该自评价系统中的不确定性知识,有效帮助网络店主进行自我评价。
In order to represent uncertainty knowledge more reasonable,a knowledge representation model was constructed with 2 nelement 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 linguisticvalued 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.
In order to represent uncertainty knowledge more reasonable,a knowledge representation model was constructed with 2 nelement 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 linguisticvalued 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.
引文
[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 Minge,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 ofα-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.
[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 Minge,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 ofα-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.
© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号 地址：北京市海淀区学院路29号 邮编：100083 电话：办公室：(+86 10)66554848；文献借阅、咨询服务、科技查新：66554700 |