• 제목/요약/키워드: 사용자 프로파일 모델링

Search Result 41, Processing Time 0.029 seconds

Recommendation System based on Tag Ontology and Machine Learning (태그 온톨로지와 기계학습을 이용한 추천시스템)

  • Kang, Sin-Jae;Ding, Ying
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.13 no.5
    • /
    • pp.133-141
    • /
    • 2008
  • Social Web is turning current Web into social platform for knowing people and sharing information. This paper takes major social tagging systems as examples, namely delicious, flickr and youtube, to analyze the social phenomena in the Social Web in order to identify the way of mediating and linking social data. A simple Tag Ontology (TO) is proposed to integrate different social tagging data and mediate and link with other related social metadata. Through several machine learning for tagging data, tag groups and similar user groups are extracted, and then used to learn the tagging ontology. A recommender system adopting the tag ontology is also suggested as an applying field.

  • PDF

Cooperative 3D Modelling System based on WebGL (WebGL기반 협업 3D 모델링 시스템)

  • Pyun, Hae-Gul;An, Haeng-A;Park, Jinho
    • Journal of Digital Contents Society
    • /
    • v.16 no.2
    • /
    • pp.189-196
    • /
    • 2015
  • The proposed cooperative 3D modelling system enables more efficient modeling works by improving current cooperation systems. Current 3D modeling tasks work on off-line and most of works are cooperation systems which communicate by files. These cooperation system cannot be interactive, occurs time delay while feedback and must have some programs which can read the files. This paper solves these problems using web that has the characteristics of network and proposes new cooperation system form. Using WebGL(Web Graphics Library) which is proposing technology in technical realization of Web 3D modeling, we make 3D objects in web browser and these objects can be manipulated by server-client communication. Therefore, if people use this system, they can use real time interaction and feedback. Also this system lowers a software installation necessity and can access everytime if web browser is installed.

Study on Agent based Internetworking Platform (에이전트 기반 인터네트워킹 플랫폼 연구)

  • 전준현
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.29 no.3B
    • /
    • pp.314-324
    • /
    • 2004
  • Recently, high-speed internet subscribers have grown continuously, and reached up to 10 millions. But existing network management that is responsible only for user access is confronted with many difficulties, since user access network(xDSL, Cable, B-WILL, and so on) has diversified and value added wired/wireless contents service has developed. In this paper propose the Agent based Inter Networking platform as object-oriented hierarchical system that can provide various service such as access QoS(Quality of Service), customized application service and security service according to user on demand. This system has divided into two parts(user agent and agent management system & local and central management systems). Management system periodically receive status information such as bandwidth, download speed, delay, current service, and so on, and process them, then build a policy based on processed information. According to personal user profile that is generated by this policy, the customized service can be provided for users. And This system adopt the object-oriented modeling in case that system migration and integration, and implement a system that is robust and stable for security through hierarchical server system.

Modeling Adaptive Context-Based Contents Navigation of Web Applications (웹 응용의 적응하는 문맥 기반 컨텐츠 항해 모델링)

  • Lee, Byung-Jeong;Hong, Ji-Won
    • Journal of Digital Contents Society
    • /
    • v.8 no.1
    • /
    • pp.93-106
    • /
    • 2007
  • Web Applications are rapidly increasing and the structure becomes very complicated. However, when users explore such complex Web applications, they cannot often grasp the current location and get the information that they want. Therefore, a novel approach to model the navigation of Web application contents is required. In this study, a framework has been presented for modeling adaptive context-based contents navigation of Web applications. The framework performs activities including navigation analysis, navigation design, and navigation realization. first, in navigation analysis domain is analyzed by using use case, focusing on navigation. Next, in navigation design three models have been produced: a navigation information model, a profile, and a navigation interface model. Finally, in navigation realization a Webpage navigation model and a component navigation model have been produced. In this work, several formal definitions and rules for checking validity of navigation model have also been provided.

  • PDF

A Information on Developing the web based integrated Protection Assistance System (Web 기반 계통보호 통합지원 시스템(i-PAS) 개발)

  • Hong, Jung-Woo;Lee, Chong-Hak;Lee, Myeong-Hee;Woo, Doug-Je
    • Proceedings of the KIEE Conference
    • /
    • 2008.07a
    • /
    • pp.67-68
    • /
    • 2008
  • 본 논문은 기존 계통보호 전산프로그램의 프로그램 성능을 개선하고 활용도를 제고하기 위해 개발된 계통보호 통합지원 시스템(i-PAS)을 설명한다. 계통보호를 위한 전산시스템은 1997년 연구개발을 시작으로 추진되었다. i-PAS는 Web 기반의 시스템으로 사용자의 설치 환경을 단순화하였고 신규 도입된 정정모듈을 추가하면서 가상정정이 가능해져 다양한 정정 모의를 실현하였다. 또한 웹에서 관리한 현황을 이용한 자동 통계기능을 추가하여 자료 처리에 소요되는 시간을 단축하였다. 임피던스 프로그램은 입력 자료를 조정하여 실측치에 가까운 모델링이 가능해졌다. 향후에는 계전기 파일을 직접 출력하여 수작업 입력시 발생할 수 있는 인적실수를 방지하고 컴퓨터가 계통상황에 따라 정정을 모의하고 변동되는 부분을 관리자에게 통보하는 자동 시스템으로 발전시킬 필요가 있다.

  • PDF

A study on design and analysis of collaboration oriented system (협업 지향적 시스템 설계와 분석에 관한 연구)

  • Shin, Mun-Bong;Chun, Seung-Su;Son, Hong-Min
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2012.06b
    • /
    • pp.178-180
    • /
    • 2012
  • 협업은 둘 이상의 사람들이 하나의 업무 또는 목적을 달성하기위해 공동으로 협력하여 일하는 것이다. 최근 개인 및 조직 간 협업 범위가 공동분석, 데이터 연계, 서비스 조합 등으로 확장되고 대용량 데이터 공유 및 실시간 연계분석 활동이 증대되면서 협업 지향적인 시스템 설계와 개발이 중요시 되고 있다. 특히 스마트워크와 지능화된 협업 기반은 데이터, 프로세스, 서비스, 사람 간의 다차원 연계와 실시간 활용, 의미 기반의 기계적 협력을 전재로 하고 있다. 본 연구에서는 Data, Process, Service, People 측면의 4가지 계층으로 전사적 자원을 설계하고 메타 메타데이터 기반의 온톨로지 분석을 통해 자원 간의 연계와 조합을 지원하는 시스템을 설계했다. Data 계층은 프로세스별 Input, Output 정보를 식별하여 Data의 메타 정보를 정의하고 이를 검색 에이전트가 색인하여 모델링에 참조할수록 한다. Process 계층은 BPMN모델을 확장한 exCPM의 개선 모델을 바탕으로 프로세스를 수행주체 간, 정보공유측면에서 프로세스를 분석했다. Service 계층은 협업지향적인 프로세스를 구성하는 컴포넌트를 서비스로 인식하고 프로파일을 통해 협업을 위한 검색과 프로세스를 연계지원하도록 설계 했다. 마지막으로 People계층은 자원, 프로세스, 서비스 등 시스템에 관여하는 참여자들의 메타정보를 정의하고 이를 온톨로지 기반의 모델에 통합하여 자동 검색되도록 설계했다. 이를 통해 프로세스와 서비스 측면에서 협업을 요구하는 에이전트와 일반 검색 사용자들이 프로세스 간 협업 자원을 파악하고 상호 관계를 분석할 수 있도록 하는 한편, 프로세스를 지원하는 컴포넌트와 서비스 간의 자동적인 조합을 통해 통합적 자원 협력과 실시간 협업 지원 기반을 제시했다.

Distribute Intelligent Multi-Agent Technology for User Service in Ubiquitous Environment (유비쿼터스 환경의 사용자 서비스를 위한 분산 지능형 에이전트 기술)

  • Choi, Jung-Hwa;Choi, Yong-June;Park, Young-Tack
    • Journal of KIISE:Software and Applications
    • /
    • v.34 no.9
    • /
    • pp.817-827
    • /
    • 2007
  • In the age of ubiquitous environment, huge number of devices and computing services are provided to users. Personalized service, which is modeled according to the character of each and every individual is of particular need. In order to provide various dynamic services according to user's movement, service unit and operating mode should be able to operate automatically with minimum user intervention. In this paper, we discuss the steps of offering approximate service based on user's request in ubiquitous environment. First, we present our simulator designed for modeling the physical resource and computing object in smart space - the infrastructure in ubiquitous. Second, intelligent agents, which we developed based on a FIPA specification compliant multi-agent framework will be discussed. These intelligent agents are developed for achieving the service goal through cooperation between distributed agents. Third, we propose an automated service discovery and composition method in heterogeneous environment using semantic message communication between agents, according to the movement by the user interacting with the service available in the smart space. Fourth, we provide personalized service through agent monitoring anytime, anywhere from user's profile information stored on handhold device. Therefore, our research provides high quality service more than general automated service operation.

A Study of Pervasive Roaming Services with Security Management Framework (퍼베이시브 로밍 서비스를 위한 보안 관리 프레임워크)

  • Kim, Gwan-Yeon;Hwang, Zi-On;Kim, Yong;Uhm, Yoon-Sik;Park, Se-Hyun
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.17 no.4
    • /
    • pp.115-129
    • /
    • 2007
  • The ubiquitous and autonomic computing environments is open and dynamic providing the universal wireless access through seamless integration of software and system architectures. The ubiquitous computing have to offer the user-centric pervasive services according to the wireless access. Therefore the roaming services with the predefined security associations among all of the mobile devices in various networks is especially complex and difficult. Furthermore, there has been little study of security coordination for realistic autonomic system capable of authenticating users with different kinds of user interfaces, efficient context modeling with user profiles on Smart Cards, and providing pervasive access service by setting roaming agreements with a variety of wireless network operators. This paper proposes a Roaming Coordinator-based security management framework that supports the capability of interoperator roaming with the pervasive security services among the push service based network domains. Compared to traditional mobile systems in which a Universal Subscriber Identity Module(USIM) is dedicated to one service domain only, our proposed system with Roaming Coordinator is more open, secure, and easy to update for security services throughout the different network domains such as public wireless local area networks(PWLANs), 3G cellular networks and wireless metropolitan area networks(WMANs).

A Study of a Knowledge Inference Algorithm using an Association Mining Method based on Ontologies (온톨로지 기반에서 연관 마이닝 방법을 이용한 지식 추론 알고리즘 연구)

  • Hwang, Hyun-Suk;Lee, Jun-Yeon
    • Journal of Korea Multimedia Society
    • /
    • v.11 no.11
    • /
    • pp.1566-1574
    • /
    • 2008
  • Researches of current information searching focus on providing personalized results as well as matching needed queries in an enormous amount of information. This paper aims at discovering hidden knowledge to provide personalized and inferred search results based on the ontology with categorized concepts and relations among data. The current searching occasionally presents too much redundant information or offers no matching results from large volumes of data. To lessen this disadvantages in the information searching, we propose an inference algorithm that supports associated and inferred searching through the Jess engine based on the OWL ontology constraints and knowledge expressed by SWRL with association rules. After constructing the personalized preference ontology for domains such as restaurants, gas stations, bakeries, and so on, it shows that new knowledge information generated from the ontology and the rules is provided with an example of the domain of gas stations.

  • PDF

Modeling and Performance Evaluation of the Web server supporting Persistent Connection (Persistent Connection을 지원하는 웹서버 모델링 및 성능분석)

  • Min, Byeong-Seok;Nam, Ui-Seok;Lee, Sang-Mun;Sim, Yeong-Seok;Kim, Hak-Bae
    • The KIPS Transactions:PartC
    • /
    • v.9C no.4
    • /
    • pp.605-614
    • /
    • 2002
  • Amount of the web traffic web server handles are explosively increasing, which requires that the performance of the web server should be improved for the various web services. Although the analysis for the HTTP traffic with the proper tuning for the web server is essential, the research relevant to the subject are insignificant. In particular, although most of applications are implemented over HTTP 1.1 protocol, the researches mostly deal with the performance evaluation of the HTTP 1.0 protocol. Consequently, the modeling approach and the performance evaluation over HTTP 1.1 protocol have not been well formed. Therefore, basing on the HTTP 1.1 protocol supporting persistent connection, we present an analytical end-to-end tandem queueing model for web server to consider the specific hardware configuration inside web server beginning at accepting the user request until completing the service. we compare various performances between HTTP 1.0 and HTTP 1.1 under the overloading condition, and then analyze the characteristics of the HTTP traffic that include file size requested to web server, the OFF time between file transfers, the frequency of requests, and the temporal locality of requests. Presented model is verified through the comparing the server throughput according to varying requests rate with the real web server. Thereafter, we analyze the performance evaluation of the web server, according to the interrelation between TCP Listen queue size, the number of HTTP threads and the size of the network buffers.