• Title/Summary/Keyword: PAGES

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Design and Implementation of Customer Personalized System Using Web Log and Purchase Database

  • Lee Jae-Hoon;Chung Hyun-Sook;Lee Sung-Joo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.6 no.1
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    • pp.21-26
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    • 2006
  • In this paper, we propose a customer personalized system that presents the web pages to users which are customized to their individuality. It analyzes the action of users who visit the shopping mall, and preferentially supplies the necessary information to them. When they actually buy some items, it forecasts the user's access pattern to web site and their following purchasable items and improves their web page on the bases of their individuality. It reasons the relation among the web documents and among the items by using the log data of web server and the purchase information of DB. For reasoning, it employs Apriori algorithm, which is a method that searches the association rule. It reasons the web pages by considering the user's access pattern and time by using the web log and reasons the user's purchase pattern by using the purchase information of DB. On the basis of the relation among them, it appends the related web pages to link of user's web pages and displays the inferred goods on user's web pages.

Implementation of a Web Robot and Statistics on the Korean Web (웹 로봇 구현 및 한국 웹 통계보고)

  • Kim, Sung-Jin;Lee, Sang-Ho
    • The KIPS Transactions:PartC
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    • v.10C no.4
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    • pp.509-518
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    • 2003
  • A web robot is a program that downloads and stores web pages. Implementation issues for developing web robots have been studied widely and various web statistics are reported in the literature. First, this paper describes the overall architecture of our robot and implementation decisions on several important issues. Second, we show empirical statistics on approximately 74 million Korean web pages. Third, we monitored 1,424 Korean web sites to observe the changes of web pages. We identify what factors of web pages could affect the changes. The factors may be used for the selection of web pages to be updated incrementally.

Customer Personalized System of eCRM Using Web Log Mining and Rough Set

  • Lee, Jae-Hoon;Chung, Il-Yong;Lee, Sung-Joo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2006.11a
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    • pp.29-32
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    • 2006
  • In this paper, we propose a customer personalized system that presents the web pages to users which are customized to their individuality. It analyzes the action of users who visit the shopping mall, and preferentially supplies the necessary information to them. When they actually buy some items, it forecasts the users' access pattern to web site and their following purchasable items and improves their web pare on the bases of their individuality. It reasons the relation among the web documents and among the items by using the log data of web server and the purchase information of DB. For reasoning it employs Rough Set, which is a method that searches the association rule and offers most suitable cases by reduces cases. It reasons the web pages by considering the users' access pattern and time by using the web log and reasons the users' purchase pattern by using the purchase information of DB. On the basis of the relation among them, it appends the related web pages to link of users' web pages and displays the inferred goods on users' web pages.

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모바일 GIS 기술을 이용한 서울시 $^{1)}$ Yellow Pages 시스템 구축 The Construction of Seoul City Yellow Pages System with Mobile GIS

  • 장민철;전철민;최윤수;고준환
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2003.04a
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    • pp.339-344
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    • 2003
  • 우리나라는 현재 전체 인구 4800만 명의 중에 약 3000만 명이 핸드폰을 사용하고 있고 또한 정부도 ‘모바일 전자정부 추진 전략’을 추진하고 있다. 이러한 사회적 이슈와 IT의 기술이 초소형화되면서 모바일의 기술과 GIS, GPS의 기술의 접목이 많이 이루어지고 있다. 본 연구에서는 휴대전화를 이용하여 서울시민이나 서울을 방문한 방문객을 대상으로 서울시의 각종 시설정보, 교통정보, 문화정보 등 실생활에 꼭 필요한 정보의 집합으로써 사용자의 기호나 효과적인 정보를 제공할 수 있었다.

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A Working-set Sensitive Page Replacement Policy for PCM-based Swap Systems

  • Park, Yunjoo;Bahn, Hyokyung
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.17 no.1
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    • pp.7-14
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    • 2017
  • Due to the recent advances in Phage-Change Memory (PCM) technologies, a new memory hierarchy of computer systems with PCM is expected to appear. In this paper, we present a new page replacement policy that adopts PCM as a high speed swap device. As PCM has limited write endurance, our goal is to minimize the amount of data written to PCM. To do so, we defer the eviction of dirty pages in proportion to their dirtiness. However, excessive preservation of dirty pages in memory may deteriorate the page fault rate, especially when the memory capacity is not enough to accommodate full working-set pages. Thus, our policy monitors the current working-set size of the system, and controls the deferring level of dirty pages not to degrade the system performances. Simulation experiments show that the proposed policy reduces the write traffic to PCM by 160% without performance degradations.

Development of the Automatic Page Passing Device (자동페이지 넘김장치의 개발)

  • 이형찬;서진석
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.3 no.1
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    • pp.38-43
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    • 2002
  • In this study, we deal with the system design and development of the automatic page passing machine. In order to turn pages without injury of a book or a musical note, we used an inhalation motor. Also, when we turn over pages. the successive actions of fixation and inhalation are embodied by motors which are operated by a microprocessor. In traditional products. some limited pages must be fixed into the Turning Bar in advance. On the contrary, proposed equipment is able to turn over the pages of a book without laying the groundwork. Experimental results using produced facilities are presented to demonstrate the efficacy of the proposed equipment.

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Web Page Similarity based on Size and Frequency of Tokens (토큰 크기 및 출현 빈도에 기반한 웹 페이지 유사도)

  • Lee, Eun-Joo;Jung, Woo-Sung
    • Journal of Information Technology Services
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    • v.11 no.4
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    • pp.263-275
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    • 2012
  • It is becoming hard to maintain web applications because of high complexity and duplication of web pages. However, most of research about code clone is focusing on code hunks, and their target is limited to a specific language. Thus, we propose GSIM, a language-independent statistical approach to detect similar pages based on scarcity and frequency of customized tokens. The tokens, which can be obtained from pages splitted by a set of given separators, are defined as atomic elements for calculating similarity between two pages. In this paper, the domain definition for web applications and algorithms for collecting tokens, making matrics, calculating similarity are given. We also conducted experiments on open source codes for evaluation, with our GSIM tool. The results show the applicability of the proposed method and the effects of parameters such as threshold, toughness, length of tokens, on their quality and performance.

A Study on Effective Internet Data Extraction through Layout Detection

  • Sun Bok-Keun;Han Kwang-Rok
    • International Journal of Contents
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    • v.1 no.2
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    • pp.5-9
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    • 2005
  • Currently most Internet documents including data are made based on predefined templates, but templates are usually formed only for main data and are not helpful for information retrieval against indexes, advertisements, header data etc. Templates in such forms are not appropriate when Internet documents are used as data for information retrieval. In order to process Internet documents in various areas of information retrieval, it is necessary to detect additional information such as advertisements and page indexes. Thus this study proposes a method of detecting the layout of Web pages by identifying the characteristics and structure of block tags that affect the layout of Web pages and calculating distances between Web pages. This method is purposed to reduce the cost of Web document automatic processing and improve processing efficiency by providing information about the structure of Web pages using templates through applying the method to information retrieval such as data extraction.

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A Compact Representation of Translation Pages for Flash Translation Layers of Solid State Drives

  • Kim, Yong-Seok
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.2
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    • pp.1-7
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    • 2019
  • This paper presents CTP (Compact Translation Page), a compact representation of translation pages, for page mapping-based flash translation layers to improve RAM utilization and reduce the response time of solid state drives. CTP can store translation information twice in a translation page and the total number of translation pages stored in flash is reduced to half. Therefore, CTP halves the RAM size of the directory of translation pages and uses the saved RAM space for translation cache. CTP shows the best response time when compared to existing page mapping-based flash translation layers.

Predicting Interesting Web Pages by SVM and Logit-regression (SVM과 로짓회귀분석을 이용한 흥미있는 웹페이지 예측)

  • Jeon, Dohong;Kim, Hyoungrae
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.3
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    • pp.47-56
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    • 2015
  • Automated detection of interesting web pages could be used in many different application domains. Determining a user's interesting web pages can be performed implicitly by observing the user's behavior. The task of distinguishing interesting web pages belongs to a classification problem, and we choose white box learning methods (fixed effect logit regression and support vector machine) to test empirically. The result indicated that (1) fixed effect logit regression, fixed effect SVMs with both polynomial and radial basis kernels showed higher performance than the linear kernel model, (2) a personalization is a critical issue for improving the performance of a model, (3) when asking a user explicit grading of web pages, the scale could be as simple as yes/no answer, (4) every second the duration in a web page increases, the ratio of the probability to be interesting increased 1.004 times, but the number of scrollbar clicks (p=0.56) and the number of mouse clicks (p=0.36) did not have statistically significant relations with the interest.