• Title/Summary/Keyword: Web analysis

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Design and Implementation of Web Attack Detection System Based on Integrated Web Audit Data (통합 이벤트 로그 기반 웹 공격 탐지 시스템 설계 및 구현)

  • Lee, Hyung-Woo
    • Journal of Internet Computing and Services
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    • v.11 no.6
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    • pp.73-86
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    • 2010
  • In proportion to the rapid increase in the number of Web users, web attack techniques are also getting more sophisticated. Therefore, we need not only to detect Web attack based on the log analysis but also to extract web attack events from audit information such as Web firewall, Web IDS and system logs for detecting abnormal Web behaviors. In this paper, web attack detection system was designed and implemented based on integrated web audit data for detecting diverse web attack by generating integrated log information generated from W3C form of IIS log and web firewall/IDS log. The proposed system analyzes multiple web sessions and determines its correlation between the sessions and web attack efficiently. Therefore, proposed system has advantages on extracting the latest web attack events efficiently by designing and implementing the multiple web session and log correlation analysis actively.

Clustering and Pattern Analysis for Building Semantic Ontologies in RESTful Web Services (RESTful 웹 서비스에서 시맨틱 온톨로지를 구축하기 위한 클러스터링 및 패턴 분석 기법)

  • Lee, Yong-Ju
    • Journal of Internet Computing and Services
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    • v.12 no.4
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    • pp.119-133
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    • 2011
  • With the advent of Web 2.0, the use of RESTful web services is expected to overtake that of the traditional SOAP-based web services. Recently, the growing number of RESTful web services available on the web raises the challenging issue of how to locate the desired web services. However, the existing keyword searching method is insufficient for the bad recall and the bad precision. In this paper, we propose a novel building semantic ontology method which employs both the clustering technique based on association rules and the semantic analysis technique based on patterns. From this method, we can generate ontologies automatically, reduce the burden of semantic annotations, and support more efficient web services search. We ran our experiments on the subset of 168 RESTful web services downloaded from the PregrammableWeb site. The experimental results show that our method achieves up to 35% improvement for recall performance, and up to 18% for precision performance compared to the existing keyword searching method.

CERES: A Log-based, Interactive Web Analytics System for Backbone Networks (CERES: 백본망 로그 기반 대화형 웹 분석 시스템)

  • Suh, Ilhyun;Chung, Yon Dohn
    • KIISE Transactions on Computing Practices
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    • v.21 no.10
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    • pp.651-657
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    • 2015
  • The amount of web traffic has increased as a result of the rapid growth of the use of web-based applications. In order to obtain valuable information from web logs, we need to develop systems that can support interactive, flexible, and efficient ways to analyze and handle large amounts of data. In this paper, we present CERES, a log-based, interactive web analytics system for backbone networks. Since CERES focuses on analyzing web log records generated from backbone networks, it is possible to perform a web analysis from the perspective of a network. CERES is designed for deployment in a server cluster using the Hadoop Distributed File System (HDFS) as the underlying storage. We transform and store web log records from backbone networks into relations and then allow users to use a SQL-like language to analyze web log records in a flexible and interactive manner. In particular, we use the data cube technique to enable the efficient statistical analysis of web log. The system provides users a web-based, multi-modal user interface.

Web Services Based Biological Data Analysis Tool

  • Kim, Min Kyung;Choi, Yo Hahn;Yoo, Seong Joon;Park, Hyun Seok
    • Genomics & Informatics
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    • v.2 no.3
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    • pp.142-146
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    • 2004
  • Biological data and analysis tools are accumulated in distributed databases and web servers. For this reason, biologists who want to find information from the web should be aware of the various kinds of resources where it is located and how it is retrieved. Integrating the data from heterogeneous biological resources will enable biologists to discover new knowledge across the specific domain boundaries from sequences to expression, structure, and pathway. And inevitably biological databases contain noisy data. Therefore, consensus among databases will confirm the reliability of its contents. We have developed WeSAT that integrates distributed and heterogeneous biological databases and analysis tools, providing through Web Services protocols. In WeSAT, biologists are retrieved specific entries in SWISS-PROT/EMBL, PDB, and KEGG, which have annotated information about sequence, structure, and pathway. And further analysis is carried by integrated services for example homology search and multiple alignments. WeSAT makes it possible to retrieve real time updated data and analysis from the scattered databases in a single platform through Web Services.

The Design and Implementation of Web-Based Integrated Genome Analysis Tools (웹 기반 통합 유전체 분석 시스템의 설계 및 구현)

  • 최범순;이경희;권해룡;조완섭;이충세;김영창
    • Journal of Korea Multimedia Society
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    • v.7 no.3
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    • pp.408-417
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    • 2004
  • Genome analysis process requires several steps of various software analysis tools. We propose WGAT(Web-based Genome Analysis Tool), which combines several tools for gene analysis and provides a graphic user interface for users. Software tools related to gene analysis are based on Linux or Unix oriented program, which is difficult to install and use for biologists. Furthermore, files generated from gene analysis frequently require manual transformation for next step input file. Web-based tools which are recently developed process orily one sequence at a time. So it needs many repetitive processes to analyze large size data file. WGAT is developed to support Web-based genome analysis for easy use as well as fast service for users. Whole genome data analysis can be done by running WGAT on Linux server and giving sequence data files with various options. Therefore many steps of the analysis can be done automatically by the system. Simulation shows that WGAT method gives 20 times faster analysis when sequence segment is one thousand.

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Design and Implementation of a WebEditor Specialized for Web-Site Maintenance (유지보수에 특화된 웹 문서 작성기의 설계 및 구현)

  • Cho, Young-Suk;Kwon, Yong-Ho;Do, Jae-Su
    • Convergence Security Journal
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    • v.7 no.4
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    • pp.73-81
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    • 2007
  • Users of World Wide Web (Web) experience difficulties in the retrieval of pertinent information due to the increased information provided by Web sites and the complex structure of Web documents that are continuously created, deleted, restructured, and updated. Web providers' efforts to maintain their sites are tend to be less than that of site creation due to the expenses required for maintenance. If information of relationship among Web documents and their validity is provided to Web managers as well as Web developers, they can better serve users. In order to grasp the whole structure of a Web site and to verify the validity of hyperlinks, traversal and analysis of hyperlinks in a Web document are required to provide information for effective and efficient creation and maintenance of the Web. In this paper, we introduce a Web Editor specialized for Web maintenance. We emphasized on two aspects: first, the analysis of HTML Tags to extract hyperlink information and second, establishment of the relationship among hyperlinked documents, and verification of the validity of them.

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Web contents-comparative analysis: Online shopping agencies that retail foreign apparel

  • Kim, Sung-Hee
    • Journal of Fashion Business
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    • v.13 no.6
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    • pp.99-110
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    • 2009
  • The purpose of this study is 1) to investigate the Web content of online shopping agencies and to see if differences exist in their contents and 2) to suggest strategies for online shopping agencies. For the study, the online shopping agency components of web sites were investigated, which consisted of product, information, and customer service. Each component had sub-categories. In order to analyze the Web content of online shopping agencies, nine agencies were chosen based on the rankings of www.rankey.com and www.100hot.co.kr. The content analysis was conducted from January 5th to the 30th of 2009. The results showed that the basic Web content of online shopping agencies (i.e., product, information, and customer service) was evident on most sites. However, products were similar and effective information and labor-saving functions were sparsely used. Areas where customers actively participated were limited. Therefore, most sites need to reinforce their content by providing a well-articulated product, information, and customer service for shoppers and to differentiate their Web site identities.

Comparative Analysis of Web Accessibility in National Libraries (국립도서관의 웹 접근성 비교분석 연구)

  • Seo, Eun-Gyoung;Kim, Hee-Jung
    • Journal of the Korean Society for Library and Information Science
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    • v.42 no.3
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    • pp.345-364
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    • 2008
  • Proportion and importance of knowledge & information provision through the web are increased continuously. Equivalent accessibility focused on universal service is highly demanded especially for public institutions, such as national libraries. In this study, web accessibility of sixteen national libraries were compared and analyzed by KADO-WAH, web accessibility tool. Characteristics of libraries were investigated and future directions were suggested based on the analysis and results.

The beneficial effects of beam web opening in seismic behavior of steel moment frames

  • Erfani, Saeed;Naseri, Ata Babazadeh;Akrami, Vahid
    • Steel and Composite Structures
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    • v.13 no.1
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    • pp.35-46
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    • 2012
  • Implementation of openings in beams web has been introduced as an innovative method for improving seismic performance of steel moment frames. In this paper, several steel moment frames have been studied in order to evaluate the effect of openings in beams web. The beam sections with web opening have been modeled as a simplified super-element to be used in designing frames and to determine opening configurations. Finite element models of designed frames were generated and nonlinear static pushover analysis was conducted. The efficient location for openings along the beam length was discovered and the effects of beams with web openings on local and global behavioral characteristics of frames were discussed. Base on the results, seismic performance of steel moment frames was improved by creating openings in beams web, in terms of reduction in stress level of frame sensitive areas such as beam to column connections and panel zones.