A New Method of Online Adaptive Classification of Web Pages

The web documents classification is an important research content of web mining. Document vector space model is the foundation of automatic classification of documents, while it is difficult to eliminate redundant attributes and reduce the dimension of the vector space. The Rough Sets Theory is applied to generalize the information system comprised by document samples set, and to compute the best reducing properties set. So dimension of document feature space is reduced greatly, and disturbance to document classification is decreased too, which improve the efficiency of classification. In addition, using the advantage of adaptive classification and incremental learning of Fuzzy ARTMAP neural network, the online adaptive classification of web document is achieved.     

Research and Realization of Quality Management Control Chart on Embedded Terminal

The theory of control chart, the key part of Statistical Process Control(SPC), has been an important tool in quality management. The state of process can be analyzed and judged by using control chart that adopts mathematical and statistical methods. The Embedded Quality Management Device has been developed to meet the needs of field quality management through the integration the theory of control chart with the embedded system. The Embedded Quality Management Device is an integrated one by integrating data acquisition with statistical analysis. Data writing, data storage, data disposal and creation and display of control chart are the main functions and so it is necessary to be studied separately. The paper deeply studies and realizes the contents above, and resolves the questions about the Embedded Quality Management Device. The results above make preparations for on-line real-time quality management.     

Data Collection Based on Web Services

To construct data warehouse with heterogeneous, self-governing and distributed database system is a challenge. Two problems have to be solved: one is how to collect data from heterogeneous data sources by an effective method, the other is how to clear up and change the format of the data collected from data sources. The opening and the interact-operation property of Web Services is Analyzed. A Data Collection System based on Web Services, which communicates with heterogeneous data sources with SOAP and HTTP, has been designed. A Data Collector is introduced to clear up and to transform data with composition technology. The pivotal XML technology of transforming and loading up the data are discussed.     

Application of Web Agent in Spatial Mining Framework

Information available from the Web is unorganized,multi-model and constantly changing and being updated.Therefore,information becomes more difficult to collect ,filter and evaluate. An agent-based framework to support spatial data mining is described. It makes use of three types of agents: Collect agents, Coordinate agents and Query/Mining agents. And then the implementation model is given.     

Research on QoS Strategy of Web Server Cluster Application Based on Request Classification and Request Admission Control

The increase of requests often results in performance degradation of the web server cluster. The quality of service (QoS) expected by users can't be guaranteed. This is the problem that service-level web server cluster must cope with. In this paper, two strategies are proposed including classification of the user requests and request admission control, the different quality of service can be reached and the QoS of service-level users is guaranteed. The simulation experiments proved, the load balance of the system is improved and average response time of the system is decreased.     

Technology of Developing CAI Courseware Based on Web

This paper introduces specificities of CAI courseware based on network,the configuration and connection of courseware server, compares several technologies to develop CAI courseware based on network, discusses technical key points to develop courseware based on campus network.     

Design on Web Accessibility for Barrier-free Website

The main idea of web accessibility is how to design and develop websites to benefit all web users. The ultimate purpose of web accessibility is to develop barrier-free environment on the Internet. However, most websites have overlooked the problem of the web accessibility. This paper introduces the significance of web accessibility and the related web accessibility guidelines, provides general design principles for web accessibility and the development techniques of the accessible web pages. It contributes to increase the accessibility of websites and better develop barrier-free websites.     

Design and Development on Magnesium Alloys Database Based on Web

Based on web, an integrated magnesium alloys database system has been constructed, by adopting three-tier architecture and using advanced technologies such as ASP. In this database system, the user only owning a global browser can conveniently use this database system, which is a powerful tool to cut down the cost and time for developing new magnesium alloys.     

Cause Analysis and Treatment Measure on Cracks in New Reinforced Concrete Restricted by Old Web Concrete

In this paper, the cause analysis about cracks on the new concrete web poured in multi -span continuous box -girder of a main bridge was introduced. This bridge is a prestressed concrete one with variable cross sections and an 80 -meter main span. When casting reinforced concrete in large volume in box girder during vehicle transport service, the shrinkage cracks in cast -in place reinforced web concrete were formed due to the restriction of old web concrete. Then, the control measure taken on these cracks is discussed.     

And/or Dag Method in Dynamic Design and Maintenance of Data Warehouse

A data warehouse (DW) is taken as a set of materialized views defined over base relations. It is dynamic entity that evolves continually over time .As time passes, new queries can be made into new views to be added to the DW. Data Warehouse is expressed as and/or dag can describe the relations between queries in DW preferably. Thus, the design of DW can simulate the problem of state space search, relevant exchange rule may define state exchange rule. It can achieve the dynamic design of DW by exchanging and predigesting of state space search. A dynamic design way is proposed to add the new views to the DW by an example.     

Bearing Capacity of Reinforced Concrete Continuous Deep Beams with Web Openings Based on ANSYS Analysis

Based on the experiment on two-span continuous deep beams with web openings bearing concentrated load, setting a series of finite element simulation specimens and establishing finite element model by finite element analysis software ANSYS, the influences of the strength of concrete, the open hole size, the hole position, vertical reinforcement ratio and horizontal reinforcement ratio on bearing capacity and deflection of specimens were contrasted when imposed respectively.     

Distributed Data Mining on the Grid

Distributed data mining(DDM) is widely used in industrial,scientific and commercial applications to analyze large datasets maintained over geographically distributed sites,which makes DDM a major research issue on(today's) data mining field.This paper discusses the disadvantages of existing DDM systems,puts forward a service-oriented architecture for DDM on the grid and describe the process of mining under this framework.In the proposed,serviceoriented,cross-platform framework,the mining algorithm and distributed data sets are packed into the Web Service Resources(WS-Resource) respectively,which can cooperate to perform DDM as required dynamically.Finally,a grid based on local area network was built with Globus Toolkit 4.0 and take an example of association rule mining to illustrate how to work with the proposed architecture.     

Method in Data-Preprocessing Based on Correlation Analysis

Traditional methods in Data Preprocessing haven't made good use of the internal information among the data, so the outcome inevitably apart from the real data greatly and can't appear more information among the data. The authors make use of the concept of correlation coefficient and idea of correlation analysis. A correlation analysis method is given with concrete mathematics. The authors also remedy the lost data from data source, and prove the feasibility of the method through perform mathematical calculations on mass data. The method avails the relationships among the data and drives the data known to remedy the data unknown, and it can do with the data-preprocessing problem that only have the current data not have the historical data.     

基于web的农产品安全生产组态软件

提出了以SVG作为监控图片格式,Ajax作为客户端与服务器通信机制构建基于Web的农产品安全生产图形组态软件的方法。详细介绍了系统的整体结构,系统的主要功能模块的设计及具体实现,并介绍了系统实现过程中的关键技术。农产品安全生产组态软件不仅可以实现农产品生产过程的实时监控,而且还为生产预警提供依据。     

Study on Effect of Longitudinal Reinforcement Ratio on Shear Behavior of Restrained Beams with Web Reinforcement

In this paper, five restrained beams with web and different longitudinal reinforcement ratio as well as above longitudinal reinforcement truncated were tested under static point loads. On this basis, the overall process of cracking development under shear and the effect of longitudinal reinforcement ratio on shear strength was investigated     

Arch Axis Optimization of New Type Arch Bridge with Diagonal Web Cables Based on Geometric Nonlinear Mechanical Analysis

There are obvious geometric nonlinear mechanical characteristics in new type arch bridge with diagonal web cables. Meanwhile, the convergence of the existing arch axis iterative optimization method is not good. In order to solve new type arch bridge axis iteration convergence problem considering geometric nonlinear mechanical analysis, an arch axis iteration optimization method was proposed based on the iteration basis finite element model with two hinge arch model in main arch ring. A 600m span arch bridge with diagonal web cables was selected as an example to test the convergence performance and applicability of proposed method. The results showed that the bending moment of proposed method had better distribution along arch span, and it is about 35% smaller in maximum bending moment, 17% smaller in minimum bending moment and 23% smaller in bending strain energy compared to the results of linear iteration optimization method. Convergence analysis results demonstrated that proposed method had better iteration performance than the existing method. Meanwhile, different initial arch axis can converge to stable results.     

Analysis of Influencing Factor of Land Price Based on Bootstrap Method

There are a lot of influencing factors of land price. Method of t-test of regression analysis model can be used to conduct the analysis of significance of influencing factor of land price. In the case of small sample or indefinite error distribution, there is a problem of unlikelihood of statistical referrer. So that, introduce Bootstrap method in the model to increase precision of estimated variance of parameters and reliability of statistical referrer of significance of influencing factor. Take an empirical analysis based on the data of land deal of Chongqing. The result indicates that it is very efficient to solve such problem by Bootstrap method.     

基于GC-MS对水稻种子耐镉差异代谢物的筛选与分析

为了筛选耐镉性较好的水稻品种,本研究利用气相色谱质谱联用仪,对24份不同耐镉程度的水稻品种进行了代谢物的定性与定量分析,通过主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)等多元统计分析方法筛选出水稻耐镉差异性代谢物。结果表明:24份水稻种子共检测出59种主要代谢产物,有机酸类物质可将不同耐镉水平的水稻区分开;同时结合PLS-DA与T检验筛选后得出4种差异代谢物(VIP>1,p<0.05),其中9,12-亚油酸主要存在于低耐品种,而丙二酸、扁桃酸和D-甘露醇主要存在于高耐品种中。说明有机酸类物质与水稻耐镉性相关,可作为区分水稻种子耐镉差异的标志代谢物。