• Title/Summary/Keyword: 검색접근점

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Object Categorization Using PLSA Based on Weighting Distinctions (특이점 가중치 기반 PLSA를 이용한 객체 범주화)

  • Song, Hyun-Chul;Choi, Kwang-Nam
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06c
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    • pp.460-465
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    • 2007
  • 영상 내 사물들의 카테고리를 인식하는 연구는 시각적 영상처리와 연관된 다양한 분야에서 활발히 진행되고 있다. 객체 범주화(Object Categorization)는 가정과 같은 실내에서 책상, 의자, 컵, 주전자 등의 다양한 사물들을 구분하여 인식하는데 중요한 역할을 할 수 있다. 본 논문에서는 최근 영상 내 객체들의 카테고리 분석을 위해 연구된 PLSA를 기반으로 특이점에 가중치를 부여하여, 보다 유사한 카테고리 간에 인식 성능을 향상시키는 접근법에 대하여 연구하였다. PLSA는 문서기반의 정보검색 분야로부터 소개된 기법으로, 약한 수준의 비감독 방법임에도 불구하고 인상적인 인식성능을 보여준다. 그러나 비슷한 특징점 분포를 보이는 유사한 카테고리 간의 객체 카테고리 인식에 대해서는 비교적 낮은 성능을 보인다. 본 연구에서는 카테고리간의 비교실험을 통해 각 특징점에 대하여 가중치를 부여한 PLSA를 적용하여 유사한 객체 간의 카테고리 인식 가능성을 살펴보았다. 실험에서는 기존의 PLSA 기법과 제안한 가중치를 부여 PLSA 기법을 각각 적용하여 그 성능을 비교하였다. 본 연구에서는 기존 PLSA 기법에서는 비교적 낮은 인식률을 보인 유사한 카테고리 인식에 대하여 실험 결과를 통해 가중치를 부여한 PLSA 기법이 보다 향상된 성능을 보임을 확인하였다.

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Object Categorization Using PLSA Based on Weighting (특이점 가중치 기반 PLSA를 이용한 객체 범주화)

  • Song, Hyun-Chul;Whoang, In-Teck;Choi, Kwang-Nam
    • Journal of Internet Computing and Services
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    • v.10 no.4
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    • pp.45-54
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    • 2009
  • In this paper we propose a new approach that recognizes the similar categories by weighting distinctive features. The approach is based on the PLSA that is one of the effective methods for the object categorization. PLSA is introduced from the information retrieval of text domain. PLSA, unsupervised method, shows impressive performance of category recognition. However, it shows relatively low performance for the similar categories which have the analog distribution of the features. In this paper, we consider the effective object categorization for the similar categories by weighting the mainly distinctive features. We present that the proposed algorithm, weighted PLSA, recognizes similar categories. Our method shows better results than the standard PLSA.

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A Study on the Feasibility of Full-Text Information Retrieval System Based on Document Content Structure (문헌의 내용단위구조에 의한 전문검색시스템의 타당성 고찰)

  • Lee Byeong-Ki
    • Journal of the Korean Society for Library and Information Science
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    • v.32 no.1
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    • pp.129-154
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    • 1998
  • In these days the online full-text database are increasing, but conventional full-text information retrieval system has been proved with high recall ratio and low precision ratio. One of the disadvantages of full-text IR system is that it is not designed to reflect the user's information need it is due to the fact that full-text IR system has been designed based on physical and logical structure of document without considering the content of document. Therefore, the purpose of the study examined feasibility of document content structure in full-text IR system by resolving such disadvantages of conventional system. 180 Journal articles have been analyzed to find common structure of document content and finally general model of the structure of journal articles were developed. The result shows that have relation to between user's cogntive schema structure, user's information need and contents structure of document. Thus it is concluded that full-text IR system need to be designed by using document content structure in order to meet user's information need more effectively.

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Construction of Record Retrieval System based on Topic Map (토픽맵 기반의 기록정보 검색시스템 구축에 관한 연구)

  • Kwon, Chang-Ho
    • The Korean Journal of Archival Studies
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    • no.19
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    • pp.57-102
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    • 2009
  • Recently, distribution of record via web and coefficient of utilization are increase. so, Archival information service using website becomes essential part of record center. The main point of archival information service by website is making record information retrieval easy. It has need of matching user's request and representation of record resources correctly to making archival information retrieval easy. Archivist and record manager have used various information representation tools from taxonomy to recent thesaurus, still, the accuracy of information retrieval has not solved. This study constructed record retrieval system based on Topic Map by modeling record resources which focusing on description metadata of the records to improve this problem. The target user of the system is general web users and its range is limited to the president related sources in the National Archives Portal Service. The procedure is as follows; 1) Design an ontology model for archival information service based on topic map which focusing on description metadata of the records. 2) Buildpractical record retrieval system with topic map that received information source list, which extracted from the National Archives Portal Service, by editor. 3) Check and assess features of record retrieval system based on topic map through user interface. Through the practice, relevance navigation to other record sources by semantic inference of description metadata is confirmed. And also, records could be built up as knowledge with result of scattered archival sources.

A Study on the Online Service of Oral History Archives (구술기록의 온라인 서비스 수립방안 연구)

  • Kim, Myoung-Hun;Han, Ji-Hye
    • The Korean Journal of Archival Studies
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    • no.36
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    • pp.153-193
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    • 2013
  • This article intends to establish a online service of oral history archives. Unlike common records, it is important to understand the contextual relation of oral history archives. The context of oral history archives can include the context of oral history contents in addition to the connection with records produced in the process of performing work function of agency which performs collecting oral history archives, and the connection between oral history archives formed in the process of collecting oral history archives. Therefore this article emphasizes that the context of oral history archives has an important role and function in on-line service of oral history archives by researching the plan for on-line service of oral history archives based on the context of oral history archives.

A Study on the Library of Congress's Subject Headings as an Information Access Point (정보의 접근점으로서 미국의회도서관 주제명 표목에 관한 연구)

  • Chung, Yeon-Kyoung
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.2
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    • pp.51-72
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    • 2010
  • The purpose of this study is to explore usefulness of the Library of Congress Subject Headings(LCSH)for librarians as an information access point. Sixty four librarians at the University of Washington(UW)and 67 librarians from the Council on East Asian Libraries(CEAL) participated through web surveys about LCSH and 9 librarians from UW and 10 librarians from CEAL joined in-depth interviews and e-mail correspondences. It was concluded that LCSH was very useful for finding other related materials as a subject access point. However, there were two necessary improvements recommended for the LCSH. First of all, in aspect of terminology, subject headings should be more familiar to the public with currency and show clear definitions and relationships. Second, with regard to the structure of LCSH, it should have simplicity, ease of use, and consistency when using combinations of subject headings. Since many other countries are using or adapting LCSH, its effect can be very strong. Therefore, the meaning of "Tok Island (Korea)" as well as diplomatic and scholarly efforts with sensing movements of other countries.

User-centered relevance judgement model for information retrieval (정보검색에서의 사용자 중심 적합성 판단 모형)

  • Park, Jung-Ah;Sohn, Young-Woo
    • Science of Emotion and Sensibility
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    • v.12 no.4
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    • pp.489-500
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    • 2009
  • This research takes a user-centered approach to define relevance, the core concept in information retrieval. The literature on relevance has identified numerous factors affecting such a judgment. We examined the model of user relevance judgment that describes the relationship between user relevance criteria and different types of relevance with information search task. We consider 7 criteria of user relevance-topicality, novelty, reliability, understandability, specificity, richness, and interest-and 3 type of user relevance-cognitive relevance, situational relevance, and affective relevance. Data were collected from a semi-controlled survey and analyzed by a structural equation modeling. As a result, topicality and reliability were found to be the essential relevance criteria in all information retrieval tasks. In the fact search task, topicality, reliability, novelty, richness, and interest were found to be significant. In the problem solving search task, topicality, reliability, understandability, and specificity were found to be significant. In the decision making search task, topicality, reliability, novelty, understandability, richness, specificity, and interest were found to be significant. In addition, the relationships between types of user relevance were determined. This research made theoretical and practical contributions to the field of information retrieval by identifying a definite model of user relevance judgment.

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The effect of university students' approach to health information on improvement of health behavior (대학생들의 건강정보 접근이 건강행태 개선에 미치는 영향)

  • Kim, Seung-Dae;Kim, Myung-gwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3268-3275
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    • 2015
  • The goals of this study are understanding the state of improvement of university students' health behavior who are about to graduate and have to consider their health for getting a job according to the way of access and achieving health information and suggesting effective way to improve health behavior. 224 people who responded to the survey which was conducted at some universities in Kyungpook area are selected as a subject of final analysis. The analysis result of internet searching was more meaningful than the analysis result of TV programs or books regarding health. And the older grade(B=.103, p=.007), the more access to health information(B=.137, p=.008) and the higher score of existing health behavior(B=.431, p=.000) the score of improvement of health behavior was increased. Internet searching for health information is the most popular thing because information can be easily get after searching what you want immediately. TV program regarding health has better quality than the information on the internet because of the appearance of health professionals giving health information on TV but it is difficult to watch TV program whenever you want. However the separation between books, TV program and internet is obscured in that the books and TV program can be turned into replay and e-book on internet.

A study on the functions of headings (표목의 기능에 관한 연구)

  • 김태수
    • Journal of the Korean Society for information Management
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    • v.12 no.2
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    • pp.9-35
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    • 1995
  • Locating function of a particular item is more of added entry than a main entry heading. This function was expanded especially in the machine readable cataloging by introducing the control number and standard bibliographic number. Assembling function of the main entry heading is on a level with that of cross reference and notes, added entries, uniform headings. Links among all variant forms of a heading in hypercatalog will be made for collocating of all publications of a given author. The link of bibliographic records in this catalog can be freed from the dependence on standardized heading form. The function of the catalog is not affected even though by abandoning the concept of main entry heading. Further efforts should be made to raise users' finding opportunities through expansion of acces points and linking devices among related records.

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An Evaluation of Functional Capabilities and Interface Features of OPAC Systems (OPAC 시스템의 기능성 및 인터페이스 유용성 평가에 관한 연구)

  • 서은경
    • Journal of the Korean Society for information Management
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    • v.17 no.4
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    • pp.187-206
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    • 2000
  • This study is to analyrc the f~~nclional capdbiiities and interracc features or OPAC systems in twcnty-[ouracademc libraries in order to iuvesugale thc strongest pan and (he nveakesl or OPACs. For h e sludy, lllc checklistwas developed. TIE findmgs of thc sludy suegesl Lhat. among the leu RreE evaluated, '.Access Poinls." is lhe bcstdeveloped m a , whercas "Subject Scarc11 Aids" is the wekcst. Timefore, the OPAC system designers am1 librarianswill improvc the varlou sci~rch aids luncuonr and vocabulary browsiug function and will develop mil imlilen\ulcornerentvisual merracc ilnd hyper linkmg inechanism. hyper linkmg inechanism.

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