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2010 International Conference of Information Science and Management Engineering最新文献

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Internet Public Opinion Hotspot Detection and Analysis Based on Kmeans and SVM Algorithm 基于Kmeans和SVM算法的网络舆情热点检测与分析
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.207
Hong Liu
{"title":"Internet Public Opinion Hotspot Detection and Analysis Based on Kmeans and SVM Algorithm","authors":"Hong Liu","doi":"10.1109/ISME.2010.207","DOIUrl":"https://doi.org/10.1109/ISME.2010.207","url":null,"abstract":"Rapid progress of network arouses much attention on Internet public opinion, it is important to grasp the internet public opinion in time and understand the trends of their opinion correctly. Text mining plays a fundamental role in categorization and monitoring of internet public opinion, but internet public opinion is much more difficult than pure-text process because of their semi-structured characteristic. To address this issue, we propose a model for internet public opinion hotspot detection and analysis. Due to the text format of internet public opinion, we introduce the traditional vector space model (VSM) to express them, and then use Kmeans algorithm to perform text clustering on a corpus collected from some news website, and use SVM classifier to perform text categorization for new text opinion analysis, the result of the experiment shows that the efficiency and effectiveness of such method.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130839652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 22
A Study on Emotion Classification of Image Based on BP Neural Network 基于BP神经网络的图像情感分类研究
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.154
Jijun Wang, Bo Liu
{"title":"A Study on Emotion Classification of Image Based on BP Neural Network","authors":"Jijun Wang, Bo Liu","doi":"10.1109/ISME.2010.154","DOIUrl":"https://doi.org/10.1109/ISME.2010.154","url":null,"abstract":"In this paper, we adopt BP neural network as classification method and established the emotion model to simulate people's emotion based on image template. For achieving this purpose, firstly, we used 9 images which has different features of the famous psychologist Furnham’s Shape & Color Test as templates and the basis of emotion classification. Then, we got a vector which has 27 dimensions by using part-division method on color character and normalized them in the HSV color space, used Hu moment invariants to described image template shape feature. At last, we carry out classification experiments with BP neural network model. The experimental results show that BP neural network model can achieve classification of personalized emotion based on image template.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133393375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Information Management of the Construction Engineering and the Design of Computer Coding 建筑工程信息管理与计算机编码设计
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.143
Q. Gao, Lei Gao, Qian-ye Zhang
{"title":"Information Management of the Construction Engineering and the Design of Computer Coding","authors":"Q. Gao, Lei Gao, Qian-ye Zhang","doi":"10.1109/ISME.2010.143","DOIUrl":"https://doi.org/10.1109/ISME.2010.143","url":null,"abstract":"In order to accelerate the use of the information technology in the construction engineering field.,it puts forward the design method of the engineering information classification coding according to the international and the national norms. This method classifies some managements of the construction engineering field into ten major sorts. And each sort is classified into several mini kinds and encoded in ten-letter information codes and put into the database. The information can be processed by the computer so as to realize the computer information management. Through an analysis of the examples,it proves that this method is very available. It provides a theoretical reference to the development of information system in the construction engineering field.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133604304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Innovation Business Model of Blogs: Crowdsourcing on Web Content Producing 博客的创新商业模式:网络内容生产的众包
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.217
T. Tan
{"title":"The Innovation Business Model of Blogs: Crowdsourcing on Web Content Producing","authors":"T. Tan","doi":"10.1109/ISME.2010.217","DOIUrl":"https://doi.org/10.1109/ISME.2010.217","url":null,"abstract":"This document has proposed an innovation business model, to use crowdsourcing to assist blogs website capturing value. With the concept of crowdsourcing, the paper focuses on innovative business model in three basic functions: market segmentation, value proposition and strategic positioning. This paper reveals the blog content produced by consumer groups, the value of producers and consumers to obtain, and the three targeting modes of blog-web.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126579610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Causes and Countermeasures of Contradiction Between Supply and Demand on Toll Highway in China 中国收费公路供需矛盾的成因及对策
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.142
Jiang Xuan, Haicheng Xu
{"title":"Causes and Countermeasures of Contradiction Between Supply and Demand on Toll Highway in China","authors":"Jiang Xuan, Haicheng Xu","doi":"10.1109/ISME.2010.142","DOIUrl":"https://doi.org/10.1109/ISME.2010.142","url":null,"abstract":"Applying economic ideas of Garys Becker to toll highway decision-making, the paper builds respectively supply model of toll highways from the perspective of the government and demand model of toll highways from the perspective of highways users. By comprehensive analysis of two models, the causes for contradiction are the differences in the utility function and the differences in budget line slope between government and highways users. The corresponding countermeasures for the differences in the utility function are to reduce the visibility of toll highways, to prevent collecting wealth from toll highways, to improve the income of highway users; the countermeasures for the differences in budget line slope are to increase repayment pressures of local government, to reduce the construction cost of the non-toll highways, to market maintenance costs of non-toll highways, to reduce toll of highways. If the above countermeasures are executed, the opposition to toll highway from the society can be reduced or avoided and toll highways can keep sustainable development.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131915120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Econometric Analysis on the Relationship Between Financial Development and Economic Growth in China Based on Var Model 基于Var模型的中国金融发展与经济增长关系的计量分析
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.169
Wang Jian, Jin Hao, Sheng Hongli
{"title":"Econometric Analysis on the Relationship Between Financial Development and Economic Growth in China Based on Var Model","authors":"Wang Jian, Jin Hao, Sheng Hongli","doi":"10.1109/ISME.2010.169","DOIUrl":"https://doi.org/10.1109/ISME.2010.169","url":null,"abstract":"Since the financial crisis, the issue of relationship between financial development and economic growth has been the focus of macroeconomic theory. Based on VAR model, the relationship between financial development and economic growth in China was studied using the method such as Grange causality test, impulse response, and variance decomposition. It is shown that economic growth and financial scale are mutually Granger cause to each other and economic growth is the Granger causality of financial intermediation efficiency. In the short- and long-term, financial scale and financial intermediation efficiency have positive impact on economic growth. The effect of financial market degree on economic growth is relatively small, which is showed that the degree of financial market in China is low, little contribution to economic development.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124109726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Design of the Low-Cost Business Intelligence System Based on Multi-agent 基于多智能体的低成本商业智能系统设计
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.161
Yong Feng, Yang Liu, Xue-xin Li, Chuang Gao, Hongyan Xu
{"title":"Design of the Low-Cost Business Intelligence System Based on Multi-agent","authors":"Yong Feng, Yang Liu, Xue-xin Li, Chuang Gao, Hongyan Xu","doi":"10.1109/ISME.2010.161","DOIUrl":"https://doi.org/10.1109/ISME.2010.161","url":null,"abstract":"Business intelligence is a key means to promote core competence of enterprise. However, the enormous construction cost of business intelligence severely limits the popularization and development of business intelligence. The multi-agent technology provides a feasible solution for construction of low-cost business intelligence system. Firstly, this paper introduces the current applied status of business intelligence and multi-agent technology. Secondly, a design of the low-cost business intelligence system based on multi-agent is put forward, which is composed of the low-cost business intelligence system framework, the analysis of the core components’ function and the operation mechanism of the system. According to the given design, the construction cost of business intelligence system can be effectively reduced and the applied scope of business intelligence can be extended.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124136736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Theory and Application of Expressway EPC Project Management Mode with Design Institute-Cored 以设计院为核心的高速公路EPC项目管理模式理论与应用
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.179
H. Man, Xinwei Yang, Zhanliang Liu
{"title":"Theory and Application of Expressway EPC Project Management Mode with Design Institute-Cored","authors":"H. Man, Xinwei Yang, Zhanliang Liu","doi":"10.1109/ISME.2010.179","DOIUrl":"https://doi.org/10.1109/ISME.2010.179","url":null,"abstract":"The traditional EPC project management mode with construction unit cored has many disadvantages in the expressway construction. Based on the trend that project management requires the design-construction integration, a new expressway EPC project management mode with design institute cored was put forward in this article. According to the concrete situation in our country, the necessity and advantages of the new expressway EPC project management mode were analyzed, the supervision system in the new expressway EPC project management mode were studied The management content and task of the owner and the design institute as the general contractor were described in detail. In the end, the applied research was done in the Baoding-Cangzhou expressway project construction. The research shows that the EPC project management mode with design institute cored has important theoretical value and economic value, it should be applied widely in the expressway construction.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115038879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Application of Data Mining in the Inquiry System of Dangerous Chemicals 数据挖掘技术在危险化学品查询系统中的应用
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.125
Liyuan Xin
{"title":"Application of Data Mining in the Inquiry System of Dangerous Chemicals","authors":"Liyuan Xin","doi":"10.1109/ISME.2010.125","DOIUrl":"https://doi.org/10.1109/ISME.2010.125","url":null,"abstract":"The Inquiry System of Dangerous Chemicals was established to inquire the related information of dangerous chemicals fast and make right decisions promptly. It’s an important component of emergency decision-making system. Its primary mission is to implement the information inquiry of each kind of dangerous chemical promptly by use of the fuzzy inquiry technology. The paper gives a detailed introduction to the application of the fuzzy inquiry system.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117139361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ISPCA: IDPSO-Based Service Pool Construction Algorithm ISPCA:基于idpso的服务池构建算法
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.251
Wenbin Wang, Qibo Sun, Fangchun Yang, Xinchao Zhao
{"title":"ISPCA: IDPSO-Based Service Pool Construction Algorithm","authors":"Wenbin Wang, Qibo Sun, Fangchun Yang, Xinchao Zhao","doi":"10.1109/ISME.2010.251","DOIUrl":"https://doi.org/10.1109/ISME.2010.251","url":null,"abstract":"QoS-driven web services selection plays an important role in web service composition. Since the selected services would fail down because of the dynamic network situation, this paper presents a service pool model to help users save more composite plans in one selection process. In addition, an efficient service pool construction algorithm, ISPCA, based on an Improved Discrete Particle Swarm Optimization (IDPSO) is also proposed. And the third contribution of our work was that a non-uniform mutation strategy (NUMS) is introduced to the global best particle in IDPSO to enhance the quality of composite plans in service pool. The results of experimental evaluation indicate that our approach significantly outperforms existing methods in execution time while selecting more combinations with better QoS performance.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123442634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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