• Title/Summary/Keyword: web agents

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Analysis of Behavior Patterns from Human and Web Crawler Events Log on ScienceON (ScienceON 웹 로그에 대한 인간 및 웹 크롤러 행위 패턴 분석)

  • Poositaporn, Athiruj;Jung, Hanmin;Park, Jung Hoon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.6-8
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    • 2022
  • Web log analysis is one of the essential procedures for service improvement. ScienceON is a representative information service that provides various S&T literature and information, and we analyze its logs for continuous improvement. This study aims to analyze ScienceON web logs recorded in May 2020 and May 2021, dividing them into humans and web crawlers and performing an in-depth analysis. First, only web logs corresponding to S (search), V (detail view), and D (download) types are extracted and normalized to 658,407 and 8,727,042 records for each period. Second, using the Python 'user_agents' library, the logs are classified into humans and web crawlers, and third, the session size was set to 60 seconds, and each session is analyzed. We found that web crawlers, unlike humans, show relatively long for the average behavior pattern per session, and the behavior patterns are mainly for V patterns. As the future, the service will be improved to quickly detect and respond to web crawlers and respond to the behavioral patterns of human users.

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Numerical Formula and Verification of Web Robot for Collection Speedup of Web Documents

  • Kim Weon;Kim Young-Ki;Chin Yong-Ok
    • Journal of Internet Computing and Services
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    • v.5 no.6
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    • pp.1-10
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    • 2004
  • A web robot is a software that has abilities of tracking and collecting web documents on the Internet(l), The performance scalability of recent web robots reached the limit CIS the number of web documents on the internet has increased sharply as the rapid growth of the Internet continues, Accordingly, it is strongly demanded to study on the performance scalability in searching and collecting documents on the web. 'Design of web robot based on Multi-Agent to speed up documents collection ' rather than 'Sequentially executing Web Robot based on the existing Fork-Join method' and the results of analysis on its performance scalability is presented in the thesis, For collection speedup, a Multi-Agent based web robot performs the independent process for inactive URL ('Dead-links' URL), which is caused by overloaded web documents, temporary network or web-server disturbance, after dividing them into each agent. The agents consist of four component; Loader, Extractor, Active URL Scanner and inactive URL Scanner. The thesis models a Multi-Agent based web robot based on 'Amdahl's Law' to speed up documents collection, introduces a numerical formula for collection speedup, and verifies its performance improvement by comparing data from the formula with data from experiments based on the formula. Moreover, 'Dynamic URL Partition algorithm' is introduced and realized to minimize the workload of the web server by maximizing a interval of the web server which can be a collection target.

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Development of an SWRL-based Backward Chaining Inference Engine SMART-B for the Next Generation Web (차세대 웹을 위한 SWRL 기반 역방향 추론엔진 SMART-B의 개발)

  • Song Yong-Uk;Hong June-Seok;Kim Woo-Ju;Lee Sung-Kyu;Youn Suk-Hee
    • Journal of Intelligence and Information Systems
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    • v.12 no.2
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    • pp.67-81
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    • 2006
  • While the existing Web focuses on the interface with human users based on HTML, the next generation Web will focus on the interaction among software agents by using XML and XML-based standards and technologies. The inference engine, which will serve as brains of software agents in the next generation Web, should thoroughly understand the Semantic Web, the standard language of the next generation Web. As abasis for the service, the W3C (World Wide Web Consortium) has recommended SWRL (Semantic Web Rule Language) which had been made by compounding OWL (Web Ontology Language) and RuleML (Rule Markup Language). In this research, we develop a backward chaining inference engine SMART-B (SeMantic web Agent Reasoning Tools -Backward chaining inference engine), which uses SWRL and OWL to represent rules and facts respectively. We analyze the requirements for the SWRL-based backward chaining inference and design analgorithm for the backward chaining inference which reflects the traditional backward chaining inference algorithm and the requirements of the next generation Semantic Web. We also implement the backward chaining inference engine and the administrative tools for fact and rule bases into Java components to insure the independence and portability among different platforms under the environment of Ubiquitous Computing.

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A Study on Web Records Management Process (웹기록물 관리 프로세스 연구)

  • Dohee Kim;Moonsoo Hyun;Seo Young Bai;Jihee Park;Jihyun Kim
    • Journal of Korean Society of Archives and Records Management
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    • v.23 no.4
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    • pp.201-226
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    • 2023
  • This study aims to develop a web records management process for public institutions and define the roles of agents in task execution. First, web records' concept and management environment across 17 domestic and international institutions were examined, and web archiving professionals were interviewed to investigate the current status of the environment, policies, and systems related to web record management. Then, a web records life-cycle management process was formulated to create a web records management framework applicable to domestic institutions. This process was classified into short-term, medium-to-long-term, and medium-to-long-term, with additional consideration plans designed to strengthen the web records management capabilities of public institutions from a long-term perspective. Third, the roles of agents in web records management, including the processing department, archivist, and permanent records management organization, are presented to establish a working foundation for the web record management process. Finally, the study's result can be used to build a process that reflects the practice of web records management or establish policies and systems related to web records management.

Web 2.0 and Strategic Service Quality Management (Web 2.0와 전략적인 서비스 품질경영)

  • Kim, Gye-Su
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2007.04a
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    • pp.267-272
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    • 2007
  • A business is an organized. profit-seeking activity that provides goods and service designed to satisfy customer' needs. For years, Internet users have been dream of intelligent software agents that automatically prowl the online world and bring back high-quality information. In the era of web2.0, Internet users can communicate each other on open platforms(e-mail, Naver Knowledge-In. Cyworld, Wikipedia, and blog etc.). The author investigate the impact of web2.0 user's perceived value. affective commitment. brand equity on loyalty intention. The results suggest that excellent service quality will be alternative solving in web2.0 business environment.

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Design Strategies for Web-Based Self-Directed Cooperative Language Learning Communities (상호자율언어학습을 위한 웹기반 학습공동체의 설계전략 연구)

  • Park, Jung-Hwan;Lee, Kun-In;Zhao, Hai-Lan
    • English Language & Literature Teaching
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    • v.10 no.1
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    • pp.127-152
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    • 2004
  • The purpose of this study is to elaborate design strategies for a Web-based self-directed cooperative distance language learning community. Research was done regarding the theoretical foundations for self-directed cooperative language learning and Web-based learning communities. The components of a Web-based community for self-directed cooperative language learning system are also investigated. As a result of this study, design strategies for Web-based communities are suggested. There are performance and supporting environments(synchronous/asynchronous) for self- directed cooperative language learning. There are also cultural experiences and communication factors in the performance field. Furthermore, matching communicators, finding and offering information, language learning content and other supporting agents are important in the supporting environment.

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A Study on Web Based Intelligent Tutoring System for Collaborative Learning : A Case of Scheduling Agents Systems for Figure Learning (협력학습을 위한 웹 기반 지능형 교수 시스템에 관한 연구 : 도형학습을 위한 스케줄링 에이전트 시스템을 중심으로)

  • 한선관;김세형;조근식
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 1999.10a
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    • pp.269-279
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    • 1999
  • 본 연구는 Web상에서 원격 협력 학습을 위한 수준별 학습자 모집 스케줄링 에이전트의 설계와 구현에 관해 제안한다. 본 시스템의 구조는 원격 교사 모듈과 여러 명의 학습자, 그리고 이를 연결해 주는 스케줄링 Agents, 학습자를 진단할 수 있는 진단 Agent로 구성된다. 컴퓨터가 분산환경으로 발전됨에 따라서 교육의 변화도 가속화되었고, 지식의 공유와 정보의 공유가 원격 협력학습에 의하여 절실히 필요하게 되었다. 원격 협력 학습에서의 학습자는 동일한 과목과 주제에 흥미를 느끼는 여러 명의 아동이 동시에 학습할 수 있는 상황이 필요하며, 선행 지식 또한 비슷한 수준이어야 동일한 주제로 학습의 효과가 있다. 이런 학습자를 판단하기 위해서 진단 Agent가 학습자를 진단하며 스케줄링 Agents의 학습자 지식에 추가한 후 스케줄링 Agents가 학습자의 기본 사항과 요구 내용을 추론하여 비슷한 수준의 학습자를 연결한다. 교사 모듈은 전통적인 ITS의 구조의 교수 학습 모듈, 전문가모듈로 구성되어 교수 학습을 할 수 있다. 이렇게 여러 명의 학습자를 연결하여 협력학습을 하기 위해서는 학습자간의 요구사항과 지식 수준 그리고 학습 가능한 시간이 같아야 하는데 이를 위해 시간을 자원으로 하는 동적 자원 스케줄링(Dynamic Resource Scheduling)으로 모델링 하였다. 본 연구에서 도형학습을 기반으로 하는 실험을 통해 구현한 원격 협력학습을 위한 지능형 스케줄링 에이전트를 평가하였다.

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A Distributed, Open, Intelligent Product Data Management System (분산, 개방, 지능형 제품정보관리시스템)

  • 김영호;강석호;이수홍;유상봉
    • Korean Journal of Computational Design and Engineering
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    • v.4 no.3
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    • pp.210-223
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    • 1999
  • An efficient management of product information is critical to the enhancement of corporate competitiveness. Product information is often distributed in term of organization, geography, and time. With the rapid increase in the use of Internet or its associated Web and intranets, it has been accelerating to integrate the distributed information. In this research, a Distributed, Open, Intelligent Product data Management system, namely DOI-PDM, is developed. This system deals with product information following the STEP standard, and its operation is controlled by a Web-based workflow management system. CORBA is employed to ensure interoperability among distributed objects. It is intended to achieve openness by using various standards, such s STEP, KQML, SGML, and WfMC specifications. One major difficulty in managing it needs also be properly modified according to the dynamics. It however is very hard to have a prior anticipation to the dynamics. It however is very hard to have a prior anticipation to the modification requirements in practice. We introduce a process adaptation model and a use of intelligent agent technology. An agent is delegated to modify process definitions during run-time. A method of agent implementation and a proper communication scheme among te agents are proposed. Also developed in this research is a STEP-based content search system which can co-work with the agents by providing relevant product information that the agents require.

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IPv6 Address Management System Based on IP Agents (IP Agent 기반 IPv6 주소 관리 시스템)

  • Lee, Dong-Il;Hong, Yoon Hwan;Kim, Myung-Kyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.10a
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    • pp.1051-1054
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    • 2013
  • Because of the limitations of traditional IPv4 address, the adoption of IPv6 has been accelerated. In IPv6 system, each host can obtain the IP address automatically using auto-configuration functionality, which is one of the features of IPv6. However, the auto-configuration functionality can allow a malicious user to get its IPv6 address and access the network without permission, the IP address management functionality becomes more important than IPv4. In this paper, we propose an IPv6 address management system based on IP agents, which protects the unauthorised users from accessing the network and redirects the web access of those users to a specific web page to induce them to access the network after installing the IP agents.

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Analysis of Baby Moisturizers Marketing in Korea (국내 시판중인 소아용 피부 보습 제품의 분석 및 고찰)

  • Kim, Yoon-Young;Seo, Young-Min;Kim, Jang-Hyun
    • The Journal of Pediatrics of Korean Medicine
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    • v.22 no.3
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    • pp.63-73
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    • 2008
  • Objectives : The purpose of this study is to analyze the baby moisturizers and give information about basis of herbal moisturizer. Methods : We selected 243 goods by searching with keywords as "baby moisturizer" at 6 major web search engines, 12 web shopping malls in Korea. 10 items were evaluated under three evaluation criteria such as type of product, ingredient and function of goods. Results : Study resulted that the most type of moisturizers were lotion type. 80% of the products contained medical agents. Ingredients of medical agents were herbal medicine, aroma oil, vitamin and extract. The moisturizer for atopic dermatitis contained ceramide about half. The ingredient of herbal medicine existed usually as excipients, not as active ingredient. Conclusion : It is necessary to study and develop new products contained herbal medicine as active ingredient based on the oriental medical theory.

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