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论文中文题名:

 面向大宗商品交易市场的企业准入资格评估系统    

姓名:

 范伟    

学号:

 19208208042    

保密级别:

 公开    

论文语种:

 chi    

学科代码:

 085212    

学科名称:

 工学 - 工程 - 软件工程    

学生类型:

 硕士    

学位级别:

 工学硕士    

学位年度:

 2022    

培养单位:

 西安科技大学    

院系:

 计算机科学与技术学院    

专业:

 软件工程    

研究方向:

 智能信息处理    

第一导师姓名:

 李占利    

第一导师单位:

 西安科技大学    

论文提交日期:

 2022-06-22    

论文答辩日期:

 2022-06-06    

论文外文题名:

 Enterprise Access Qualification Evaluation System for Commodity Trading Market    

论文中文关键词:

 大宗商品 ; 电子交易平台 ; 个性化准入 ; 资格评估系统 ; Spring Boot 框架    

论文外文关键词:

 Commodities ; Electronic Trading Platform ; Personalized Access ; Qualification Assessment System ; Spring Boot Framework    

论文中文摘要:

随着电子商务的发展,大宗商品电子交易市场成为我国经济发展不可或缺的部分。近年来由于不良企业主体随意准入大宗市场而引发的风险事件频发,且呈现高隐蔽、难发现的趋势特征。现有交易平台间缺乏有效的关联协作,平台内缺乏面向交易过程的动态反馈,数据缺乏融合共享,导致市场主体跨平台行为、跨交易行为关联分析能力弱,系统性评估主体准入资格的能力欠缺,而且现阶段国内外对准入资格评估方面的理论技术研究相对缺乏。因此,亟需针对主体准入资格研究在线评估技术,为市场提供主体准入资格评估服务。
首先,论文对国内外现状与发展趋势进行了总结分析,然后针对市场准入规则不统一,评估数据片面单一、平台缺乏关联协作等问题,分别提出了准入资格评估的一个方法和两种机制,分别是基于规则的个性化准入资格评估方法、基于交易异常监测结果的动态反馈机制、基于跨平台评估结果的网络关联共享机制。
其次,基于多源数据融合对指标数据进行规范统一,形成了准入资格评估指标集,并以每个指标数据的价值取向和层级关系进行分类和分级,构建了准入资格评估指标体系。在此基础上,结合层次分析法建立了三层层次结构评估模型,设计了详细的评估流程和具体的计算方式,并对模型进行实例验证分析。实验结果表明,该模型能够对市场不同情况的主体进行评估计算,得到合理评估结果。
最后,论文依据市场需求调研分析,对系统进行总体设计、业务功能设计、数据库设计,并基于 Java 平台的开源框架 Spring Boot 实现了一套面向大宗商品交易市场的企业准入资格查验评估系统。经部署测试,该系统能够在入市前对企业主体进行查验评估,为市场提供在线评估、高效反馈、信息可靠的主体准入资格评估服务,具有一定的社会经济价值贡献。该系统已在国家重点研发项目综合服务平台上完成集成应用。
论文中建立的理论技术体系能够推动大宗商品电子商务监管与服务领域相关理论技术的研究创新,为解决主体在线准入资格评估的服务难题提供可行方案。论文从服务关键技术研究、综合服务平台实现等方面形成相对完整的理论技术体系,可以促进大宗商品电子交易市场监管与服务的网络化与信息化革新,为解决当今大宗商品电子商务市场的主体准入问题提供了技术保障。

论文外文摘要:

With the development of e-commerce, the electronic trading market of bulk commoditieshas become an indispensable part of my country's economic development. In recent years, the
risk events caused by the random access of non-performing corporate entities to the bulkmarket have occurred frequently, and they have shown a trend of high concealment and difficulty to detect. There is a lack of effective association and collaboration among existing trading platforms, the lack of dynamic feedback for the transaction process within the platform, and the lack of data integration and sharing, resulting in weak correlation analysis
capabilities of market participants' cross-platform behavior and cross-trading behavior, and the ability to systematically evaluate the entry qualifications of entities. In addition, there is a
relative lack of theoretical and technical research on admission qualification assessment at home and abroad at this stage. Therefore, there is an urgent need to study online evaluation
technology for subject access qualifications, and to provide subject access qualification evaluation services for the market.
First of all, the paper summarizes and analyzes the current situation and development trends at home and abroad, and then proposes a method and two mechanisms for access qualification evaluation in response to the problems of non-uniform market access rules, one-sided evaluation data, and lack of association and collaboration on platforms. , which are a rule-based personalized access qualification evaluation method, a dynamic feedback mechanism based on transaction abnormality monitoring results, and a network association sharing mechanism based on cross-platform evaluation results.
Secondly, based on the fusion of multi-source data, the index data is standardized and unified to form an access qualification evaluation index set, and the value orientation and hierarchical relationship of each index data are classified and graded, and an access qualification evaluation index system is constructed. On this basis, combined with AHP, a three-layer hierarchical structure evaluation model is established, and a detailed evaluation
process and specific calculation method are designed, and the model is verified and analyzed by an example. The experimental results show that the model can evaluate and calculate the
subjects of different market conditions, and obtain reasonable evaluation results.
Finally, according to the research and analysis of market demand, the thesis carries out the overall design, business function design and database design of the system, and implements a set of enterprise access qualification inspection and evaluation system oriented to the commodity trading market based on the open source framework Spring Boot of the Java platform. After deployment and testing, the system can inspect and evaluate enterprise entities before entering the market, and provide the market with online evaluation, efficient feedback, and reliable information for entity access qualification assessment services, with certain social and economic value contributions. The system has been integrated and applied on the comprehensive service platform of national key R&D projects.
The theoretical and technical system established in the paper can promote the research and innovation of related theoretical technologies in the field of commodity e-commerce supervision and service, and provide a feasible solution for  solvingthe service problem of online access qualification evaluation of subjects. This paper forms a relatively complete theoretical and technical system from the research of key service technologies and the realization of comprehensive service platform, which can promote the network and information innovation of the supervision and service of the electronic trading market of bulk commodities, and solve the main standards of the electronic commerce market of bulk
commodities. The entry problem provides technical support.

参考文献:

[1] 淦家畅.大宗商品电子交易市场融资服务现状及特点分析[J].广东科技,2016,25(2):56-57.

[2] 傅忠琴. 我国大宗商品电子交易市场监管问题研究[D].西南政法大学,2018.

[3] 周一峰,蒋嶷川,王涛.大宗商品交易市场监管与服务技术研究[J].中国基础科学,2020,22(03):49-52+62.

[4] 张静.大宗商品贸易企业风险管理分析[J].中国储运,2019(08):110-112.

[5] 王瑞.大宗商品经营风险的防范策略[J].企业改革与管理,2015(21):83.

[6] 魏然.浅谈大宗商品贸易风险的防控[J].现代营销(下旬刊),2019(08):119-120.

[7] 黄伟凤. 基于青岛港事件分析我国大宗商品融资性贸易[J]. 北方经贸, 2018, 000(009):8-9.

[8] 张毅.规范网络交易主体准入破解网络交易监管难题[J].中国工商管理研究,2014(10):67-69.

[9] 王晖.以信息化驱动卫生监督现代化——十载初心,卫生监督信息化建设显成效[J].中国卫生监督杂志,2019,26(05):409-413.

[10] 闫海, 兰天. 我国市场准入告知承诺制的法治构建[J]. 长白学刊, 2021.

[11] 郑涌,郭灵康. 扎实推进事前评估和事后评价制度落地生效[J]. 中国行政管理,2021(2).

[12] SHAKHMAMETYEV A A, STRELETS I A, LEBEDEV K A. Strategic mechanisms for the future development of the international e-commerce market[J]. Revista ESPACIOS, 2018, 39(27).

[13] Satu Paiho, Jussi Kiljander, Roope Sarala, Hanne Siikavirta, Olli Kilkki, Arpit Bajpai, Markus Duchon, Marc-Oliver Pahl, Lars Wüstrich, Christian Lübben, Erkin Kirdan, Josef Schindler, Jussi Numminen, Thomas Weisshaupt. Towards cross-commodity energy-sharing communities – A review of the market, regulatory, and technical situation. Renewable and Sustainable Energy Reviews,Volume 151,2021,111568,ISSN 1364-0321.

[14] 魏雨欣.物联网金融在大宗商品电子交易市场中的应用[J].商场现代化,2016(28):35-36.

[15] 薛智胜, 高基格. 中国期货市场国际化的市场准入问题探析[J]. 天津法学, 2016, 32(3): 63-68.

[16] Luther, W.J. Regulatory ambiguity in the market for bitcoin. Rev Austrian Econ 35, 1–14 (2022).

[17] Bailey, J.B., & Thomas, D.W. (2017). Regulating away competition: the effect of regulation on entrepreneurship and employment. Journal of Regulatory Economics, 52(3), 237–254.

[18] 廖欣.我国电子商务市场主体准入现状[J].现代商业,2013(03):121-122.

[19] Xiaoguang Qi, Jin Hooi Chan, Junyan Hu, Yifan Li. Motivations for selecting cross-border e-commerce as a foreign market entry mode. Industrial Marketing Management,Volume 89,2020,Pages 50-60,ISSN 0019-8501.

[20] Lee, E., Dalton, J., Ngendahimana, D. et al. Consensus modeling to develop the farmers’ market readiness assessment and decision instrument. Behav. Med. Pract. Policy Res. 7, 506–516 (2017).

[21] 杨方宁,赵春.构建以信用为基础的资本市场新型监管机制[J].国际商务财会,2020(06):52-56+64.

[22] 中国互联网金融协会构建互联网金融统一身份核验平台,实现身份核验一站式接入[J].金融电子化,2019(01):22-23.

[23] Huang, Xiaobing; Liu, Xiaolian; Ren, Yuanqian .Enterprise credit risk evaluation based on neural network algorithm. Cognitive Systems Research, v 52, p 317-324, December 2018.

[24] 高同进. 基于速度预测的高速公路交通安全事前评估方法研究[D]. 北京交通大学, 2016.

[25] 张林,王浩,邓强,等. 考虑公司经营状况和全网现状的高压配电网工程精细化事前评估方法[J]. 重庆大学学报,2021(5).

[26] 田龙,王宁. 面向作战试验的导引头事前评估系统设计与实现[J]. 电子设计工程,2019(6).

[27] 汤文娟. 电子商务环境下的企业信用评估系统设计与实现[D].电子科技大学,2014.

[28] 黄刚叶. 远程信息安全风险评估系统设计与实现[D].山东大学,2018.

[29] 董攀,白长虹.基于FPGA数据采集的USBKey安全评估系统设计与实现[J].计算机测量与控制,2019,27(05):260-264.

[30] 林加润,殷建平,程杰仁,龙军,朱明.网络安全中多源传感器数据融合技术研究[J].计算机工程与科学,2010,32(06):30-33.

[31] 黄婷婷,冯捷,冯锋.基于多源数据融合的安全监护模型研究[J].计算机应用研究,2020,37(S1):177-179.

[32] Simes W,Silva Y M,Jr Lucena V. A location technique based on hy- brid data fusion used to increase the indoor location accuracy[J]. Pro- cedia Computer Science,2017,113: 368-375.

[33] 陈荣,朱雯,孙济庆. 基于多源数据融合方法的期刊评价及实证研究[J].中国科技期刊研究,2019,30( 6) : 685-692.

[34] H. Ma,D. M. Liang,X. C. Wang. Research on Analysis of Multi-source Data Fusion Model in Smart Classroom[J]. Journal of Information Technology and Application in Education,2015,4(0):

[35] 廖文. 基于数据挖掘的互联网金融用户流失预测模型研究与应用[D]. 广东:华南理工大学,2020.

[36] 杨晓梅,郭文强,张菊玲. 基于大数据的互联网金融用户画像技术研究[J]. 现代电子技术,2021,44(2):159-163.

[37] 汪伟,邹璇,詹雪. 论数据挖掘中的数据预处理技术[J]. 煤炭技术,2013,32(5):152-153.

[38] 周傲英,金澈清,王国仁,等. 不确定性数据管理技术研究综述[J]. 计算机学报,2009,32(1):1-16.

[39] 许朴. 基于数据挖掘的信用评估模型研究[D]. 上海:同济大学,2018.

[40] 王金祥. 基于层次分析法的质量综合评价系统设计与实现[D].天津大学,2014.

[41] 张博.基于层次分析法的机场安全评估介绍[J].科技与创新,2017(04):21-22.

[42] 艾春安, 奉非东, 李剑, 等. AHP 中指数标度下的区间数判断矩阵构造及其一致性自动调整方法[J]. 统计与决策, 2019 (1): 19.

[43] 宋花玉. AHP机场选址判断矩阵的一种构造方法[J]. 航空计算技术, 2015, 45(2): 68-71.

[44] Goepel K D. Comparison of judgment scales of the analytical hierarchy process—a new approach[J]. International Journal of Information Technology & Decision Making, 2019, 18(02): 445-463.

[45] 滕彬,李玲娟. 基于标签权重系数的社团发现算法[J]. 南京邮电大学学报(自然科学版),2016(6).

[46] 侯晓东,杨江平,王永攀,等. 一种基于改进群组AHP法的指标权重确定方法[J]. 现代防御技术,2016(5).

[47] Saaty T L. What is the analytic hierarchy process?[M]//Mathematical models for decision support. Springer, Berlin, Heidelberg, 1988: 109-121.

[48] 吉安. 运输物流方案优化设计技术与GL公司的应用验证[D]. 2012.

[49] 徐健,边信黔,常宗虎. 层次分析法在AUV智能决策中的应用研究[J]. 计算机仿真,2006(11).

[50] Saaty T L. A scaling method for priorities in hierarchical structures[J]. Journal of mathematical psychology, 1977, 15(3): 234-281.

[51] 谢春杰. 煤矿企业物流模式决策的计算机仿真研究[J]. 煤炭技术,2013(5).

[52] 北京大学数学系.高等代数[ M] .北京:高等教育出版社, 1988.

[53] 梁保松, 党耀国.应用数学[ M] .北京:气象出版社, 1999.

[54] 吕猛. 供电企业现场作业风险管理系统研究[D]. 2010.

[55] Xue R, Wang C, Liu M, et al. A new method for soil health assessment based on Analytic Hierarchy Process and meta-analysis[J]. Science of The Total Environment, 2019, 650: 2771-2777.

[56] 洪志国,李焱,范植华,等. 层次分析法中高阶平均随机一致性指标(RI)的计算[J]. 计算机工程与应用,2002(12).

[57] 邓佩云,阎瑞霞,潘苹,等. 基于AHP的老人生活满意度评估系统研究[J]. 智能计算机与应用,2020(2).

[58] 戚中子. 电网基准风险智能评估系统设计与实现[J]. 自动化技术与应用,2019(3).

[59] 颜云生,陶骏,夏傅仪,张云玲,林伯勳.基于AHP算法的电子书包评估系统[J].计算机系统应用,2017,26(08):49-54.

[60] Wu, C., Luo, M. Construction Research of Informatization Evaluation Model of Local Government. Wireless Pers Commun 102, 2535–2542 (2018).

[61] 曹硕. 基于层次分析法的供货商评价决策系统的设计与实现[D]. 北京:北京工业大学,2013.

[62] Gupta V, Rohil M K. An experimental measurement of contradictory judgement matrices in AHP[C]//2012 2nd IEEE International Conference on Parallel, Distributed and Grid Computing. IEEE, 2012: 527-532.

[63] Xu Q, Xiong M. A method for improving consistency of judgment matrix in the AHP[C]//2017 2nd Asia-Pacific Conference on Intelligent Robot Systems (ACIRS). IEEE, 2017: 83-87.

[64] He R, Yang Z, Li X, et al. A comprehensive approach for fracability evaluation in naturally fractured sandstone reservoirs based on analytical hierarchy process method[J]. Energy Science & Engineering, 2019, 7(2): 529-545.

中图分类号:

 TP311.5    

开放日期:

 2022-06-24    

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