JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2019, Vol. 54 ›› Issue (9): 9-14.doi: 10.6040/j.issn.1671-9352.0.2019.189

•   • Previous Articles     Next Articles

Quantitative characteristics and applications of P-information hidden mining

Xiu-mei HAO(),Ning-ning LI   

  1. School of Mathematic and Quantitative Economics, Shandong University of Finance and Economics, Jinan 250100, Shandong, China
  • Received:2019-04-25 Online:2019-09-20 Published:2019-07-30
  • Supported by:
    山东省研究生教育创新计划项目(SDYY15061)

RichHTML

9

PDF (PC)

382

Abstract:

The classical set has static characteristics. With the rapid development of science and technology, massive data updates very quickly. Therefore using the classical set to study data mining problems has been limited. It is necessary to involve dynamic characteristics into ordinary set and replace "static" by "dynamic". Thus P-set has the above characteristics. By using P-set and its attribute migration, the granularity and mining degree of internal and external k-order P-information are proposed; also the quantitative relationship between attribute migration and information mining is discussed. The migration information chain theorem and the minimum and maximum mining degree theorem are given. P-information is a new theory and method for dynamic information system knowledge mining. Finally, the application of P-information in data mining is given.

Key words: P-information, quantitative characteristics, attribute transfer, mining theorem, hidden

CLC Number: 

  • O159
1 史开泉. P-集合[J]. 山东大学学报(理学版), 2008, 43 (11): 77- 84.
SHI Kaiquan . P-sets[J]. Journal of Shandong University (Natural Science), 2008, 43 (11): 77- 84.
2 史开泉. P-集合与它的应用特征[J]. 计算机科学, 2010, 37 (8): 1- 8.
doi: 10.3969/j.issn.1002-137X.2010.08.001
SHI Kaiquan . P-sets and its applied characteristics[J]. Computer Science, 2010, 37 (8): 1- 8.
doi: 10.3969/j.issn.1002-137X.2010.08.001
3 史开泉. 大数据结构-逻辑特征与大数据规律[J]. 山东大学学报(理学版), 2019, 54 (2): 1- 29.
SHI Kaiquan . Big data structure-logic characteristics and big data law[J]. Journal of Shandong University (Natural Science), 2019, 54 (2): 1- 29.
4 史开泉. P-推理与信息的P-推理发现-辨识[J]. 计算机科学, 2011, 38 (7): 1- 9.
doi: 10.3969/j.issn.1002-137X.2011.07.001
SHI Kaiquan . P-reasoning and P-reasoning discovery-identification of information[J]. Computer Science, 2011, 38 (7): 1- 9.
doi: 10.3969/j.issn.1002-137X.2011.07.001
5 史开泉. P-集合,逆P-集合与信息智能融合-过滤辨识[J]. 计算机科学, 2012, 39 (4): 1- 13.
doi: 10.3969/j.issn.1002-137X.2012.04.001
SHI Kaiquan . P-sets, inverse P-sets and the intelligent fusion-filter identification of information[J]. Computer Science, 2012, 39 (4): 1- 13.
doi: 10.3969/j.issn.1002-137X.2012.04.001
6 张凌, 汤积华, 史开泉. 内P-信息融合与它的属性合取特征[J]. 山东大学学报(理学版), 2014, 49 (2): 93- 97.
ZHANG Ling , TANG Jihua , SHI Kaiquan . The fusion of internal packet information and its feature of attribute conjunction[J]. Journal of Shandong University (Natural Science), 2014, 49 (2): 93- 97.
7 HAO Xiumei, DU Yingling. S-knowledge mining and its atrribute transfer dependence[C]// Proceedings of the 2008 International Conference on Fuzzy Systems and Knowledge Discovery. Jinan: IEEE, 2008: 202-207.
8 郝秀梅, 杜小云. 动态粗信息粒度矩阵的关系讨论[J]. 模糊系统与数学, 2011, 25 (5): 144- 149.
HAO Xiumei , DU Xiaoyun . The discussion between some forms and their relations on rough information granularity matrix[J]. Fuzzy Systems and Mathematics, 2011, 25 (5): 144- 149.
9 郝秀梅, 李淑敏, 史开泉. F-阶梯知识与F-阶梯挖掘-发现[J]. 计算机科学, 2012, 39 (12): 198- 203.
doi: 10.3969/j.issn.1002-137X.2012.12.046
HAO Xiumei , LI Shumin , SHI Kaiquan . F-ladder knowledge and F-ladder mining-discovery[J]. Computer Science, 2012, 39 (12): 198- 203.
doi: 10.3969/j.issn.1002-137X.2012.12.046
10 郝秀梅, 蒋秀青. 概率粗信息矩阵的结构特征[J]. 模糊系统与数学, 2017, 31 (3): 153- 158.
HAO Xiumei , JIANG Xiuqing . Structure characteristics on probability rough information matrix[J]. Fuzzy Systems and Mathematics, 2017, 31 (3): 153- 158.
11 FAN Chengxian , LIN Hongkang . P-sets and the reasoning identification of disaster information[J]. An International Journal of Convergence Information Technology, 2012, 7 (1): 337- 345.
doi: 10.4156/jcit.vol7.issue1.41
12 HAO Xiumei, GUO Huifang, JIANG Xiuqing. Multi-attributes risk investment decision making based on dynamic probability rough sets[C]// Proceedings of the 2017 International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Guilin: IEEE, 2017: 2419-2423.
13 HAO Xiumei, REN Tongtong. F(overbar)ladder knowledge and F (overbar)-hiding knowledge discovery[C]// Proceedings of the 2015 International Conference on Fuzzy Systems and Knowledge Discovery. Zhangjiajie: IEEE, 2015: 1010-1016.
14 刘纪芹, 张海月. 信息的P-依赖与信息P-依赖挖掘-筛选[J]. 计算机科学, 2018, 45 (7): 202- 206.
LIU Jiqin , ZHANG Haiyue . Information P-dependence and P-dependence mining-sieving[J]. Computer Science, 2018, 45 (7): 202- 206.
[1] REN Xue-fang, ZHANG Ling. Perturbation theorems of inverse P-sets and perturbation-based data mining [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(12): 54-60.
[2] ZHANG Jing-xiao, XU Feng-sheng. The attribute functions of P-sets and attribute conjunctive character-application of P-information fusion [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2015, 50(10): 19-26.
[3] SHI Kai-quan. P-information law intelligent fusion and soft information #br# image intelligent generation [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(04): 1-17.
[4] WU Song-li1,3, WU Yu-qin2, SHI Kai-quan1*. Dominant-recessive separation of internal P-information and the dominant-recessive separation theorem [J]. J4, 2013, 48(8): 83-87.
[5] ZHANG Huan-li1,2, FAN Cheng-xian3, SHI Kai-quan1*. P-sets and the dominant-recessive characteristics of internal P-information [J]. J4, 2013, 48(10): 29-34.
[6] WU Song-li1,3, WEI Bao-ya2, SHI Kai-quan1*. Dominant-recessive separation of outer P-information and the dominantrecessive separation theorem [J]. J4, 2013, 48(09): 85-89.
[7] SHI Kai-quan. Function inverse packet sets and information law fusion [J]. J4, 2012, 47(8): 73-80.
[8] ZHAO Shu-li1, FAN Cheng-xian2, SHI Kai-quan3. Outer P-information generation and its reasoning-searching discovery [J]. J4, 2012, 47(11): 99-104.
[9] LIU Ruo-hui,YAN Chuan-jiang,SHI Kai-quan . Attribute dependence mining and recognition of knowledge [J]. J4, 2008, 43(11): 85-90 .
[10] WANG Jing,YAO Yong,LIU Zhi-jing . Web information extraction based on a generalized hidden Markov model [J]. J4, 2007, 42(11): 49-52 .
[11] WANG Lei,CHEN Zhi-ping,LI Zhi-cheng . Using text blocks based on multiple templates hidden markov model for text information extraction [J]. J4, 2006, 41(3): 19-24 .
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
[1] ZHANG Jing-you, ZHANG Pei-ai, ZHONG Hai-ping. The application of evolutionary graph theory in the design of knowledge-based enterprises’ organization strucure[J]. J4, 2013, 48(1): 107 -110 .
[2] GUO Lan-lan1,2, GENG Jie1, SHI Shuo1,3, YUAN Fei1, LEI Li1, DU Guang-sheng1*. Computing research of the water hammer pressure in the process of #br# the variable speed closure of valve based on UDF method[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(03): 27 -30 .
[3] SHI Kai-quan. P-information law intelligent fusion and soft information #br# image intelligent generation[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(04): 1 -17 .
[4] MENG Xiang-bo1, ZHANG Li-dong1, DU Zi-ping2. Investment and reinsurance strategy for insurers under #br# mean-variance criterion with jumps#br#[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(05): 36 -40 .
[5] PENG Zhen-hua, XU Yi-hong*, TU Xiang-qiu. Optimality conditions for weakly efficient elements of nearly preinvex set-valued optimizaton#br#[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(05): 41 -44 .
[6] HU Ming-Di, SHE Yan-Hong, WANG Min. Topological properties of  three-valued   logic  metric space[J]. J4, 2010, 45(6): 86 -90 .
[7] TANG Xiao-hong1, HU Wen-xiao2*, WEI Yan-feng2, JIANG Xi-long2, ZHANG Jing-ying2, SHAO Xue-dong3. Screening and biological characteristics studies of wide wine-making yeasts[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2014, 49(03): 12 -17 .
[8] ZENG Weng-fu1, HUANG Tian-qiang1,2, LI Kai1, YU YANG-qiang1, GUO Gong-de1,2. A local linear emedding agorithm based on harmonicmean geodesic kernel[J]. J4, 2010, 45(7): 55 -59 .
[9] GUO Wen-juan, YANG Gong-ping*, DONG Jin-li. A review of fingerprint image segmentation methods[J]. J4, 2010, 45(7): 94 -101 .
[10] HE Hai-lun， CHEN Xiu-lan* . Circular dichroism detection of the effects of denaturants and buffers on the conformation of cold-adapted protease MCP-01 and  mesophilic protease BP01[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2013, 48(1): 23 -29 .
Copyright 2018 © Editorial office of JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE)
Supported by Beijing Magtech Co.Ltd