• Title/Summary/Keyword: Association Retrieval

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Obtaining Object by Using Optimal Threshold for Saliency Map Thresholding (Saliency Map을 이용한 최적 임계값 기반의 객체 추출)

  • Hai, Nguyen Cao Truong;Kim, Do-Yeon;Park, Hyuk-Ro
    • The Journal of the Korea Contents Association
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    • v.11 no.6
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    • pp.18-25
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    • 2011
  • Salient object attracts more and more attention from researchers due to its important role in many fields of multimedia processing like tracking, segmentation, adaptive compression, and content-base image retrieval. Usually, a saliency map is binarized into black and white map, which is considered as the binary mask of the salient object in the image. Still, the threshold is heuristically chosen or parametrically controlled. This paper suggests using the global optimal threshold to perform saliency map thresholding. This work also considers the usage of multi-level optimal thresholds and the local adaptive thresholds in the experiments. These experimental results show that using global optimal threshold method is better than parametric controlled or local adaptive threshold method.

Automatic Inter-Phoneme Similarity Calculation Method Using PAM Matrix Model (PAM 행렬 모델을 이용한 음소 간 유사도 자동 계산 기법)

  • Kim, Sung-Hwan;Cho, Hwan-Gue
    • The Journal of the Korea Contents Association
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    • v.12 no.3
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    • pp.34-43
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    • 2012
  • Determining the similarity between two strings can be applied various area such as information retrieval, spell checker and spam filtering. Similarity calculation between Korean strings based on dynamic programming methods firstly requires a definition of the similarity between phonemes. However, existing methods have a limitation that they use manually set similarity scores. In this paper, we propose a method to automatically calculate inter-phoneme similarity from a given set of variant words using a PAM-like probabilistic model. Our proposed method first finds the pairs of similar words from a given word set, and derives derivation rules from text alignment results among the similar word pairs. Then, similarity scores are calculated from the frequencies of variations between different phonemes. As an experimental result, we show an improvement of 10.1%~14.1% and 8.1%~11.8% in terms of sensitivity compared with the simple match-mismatch scoring scheme and the manually set inter-phoneme similarity scheme, respectively, with a specificity of 77.2%~80.4%.

Structural Analysis Algorithm for Automatic Transcription 'Pansori' (판소리 자동채보를 위한 구조분석 알고리즘)

  • Ju, Young-Ho;Kim, Joon-Cheol;Seo, Kyoung-Suk;Lee, Joon-Whoan
    • The Journal of the Korea Contents Association
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    • v.14 no.2
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    • pp.28-38
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    • 2014
  • For western music there has been a volume of researches on music information analysis for automatic transcription or content-based music retrieval. But it is hard to find the similar research on Korean traditional music. In this paper we propose several algorithms to automatically analyze the structure of Korean traditional music 'Pansori'. The proposed algorithm automatically distinguishes between the 'sound' part and 'speech' part which are named 'sori' and 'aniri', respectively, using the ratio of phonetic and pause time intervals. For rhythm called 'jangdan' classification the algorithm makes the robust decision using the majority voting process based on template matching. Also an algorithm is suggested to detect the bar positions in the 'sori' part based on Kalman filter. Every proposed algorithm in the paper works so well enough for the sample music sources of 'Pansori' that the results may be used to automatically transcribe the 'Pansori'.

Design and Implementation of Multimedia Monitoring System Using WebCam Structure (WebCam을 이용한 멀티미디어 보안시스템의 설계와 구현)

  • 송은성;오용선
    • Proceedings of the Korea Contents Association Conference
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    • 2003.11a
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    • pp.161-166
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    • 2003
  • In this paper, we propose a novel method of design and implementation for the multimedia monitoring system using Web Camera. Recently WebCam is variously applied to many different areas and implemented as an improved performance using convenient functions of Web in this Internet era. Multimedia moving pictures has been popularly used in a variety of ways in different areas of monitoring systems in order to enhance the performance and the service with their data compression capability and the speed of the communication network these days. The design method of WebCam system presented in this paper might offer not only a convenient function of the monitoring system but great application capabilities. It can be used for a real time application of the multimedia picture and audio transmission so that the monitoring system can manage the security information in the sense for the reality. Tn addition, the monitoring system may be used as an inreal-time application using data storage and retrieval features of the Web. We offer both functions of monitoring in this structured form of implemented system.

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Bibliographic metadata development for the efficient information resource sharing (효율적 정보자원 공유를 위한 서지 메타데이터 XML DTD 개발)

  • Lee, Hye-Jin;Song, In-Seok
    • Proceedings of the Korea Contents Association Conference
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    • 2004.11a
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    • pp.427-433
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    • 2004
  • Most information providers are offering integrated retrieval service based on the bibliographic metadata and schema corresponding to each type of document which are developed in a distributed and independent way. However, it is difficult to maintain the relational consistency of those single heterogeneous databases even though they obey the metadata standard like MARC or MODS. It is the main reason that those standards are restricted to present the general property of document regardless of its type and not to applied to define the relationship of document types. Therefore, It is necessary to define a comprehensive meta model to associate the related databases in a systematic way so that the semantically common part of them can be easily shared and reused without any additional effort like conversion or mapping. In this paper, we first outline the document types for designing meta model by the empirical analysis of various data schema of main information providers. We propose then data element definition, metadata model and modularized XML DTD which support the efficient and consistent management of multiple ducument types.

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Performance Evaluation of Recommendation Results through Optimization on Content Recommendation Algorithm Applying Personalization in Scientific Information Service Platform (과학 학술정보 서비스 플랫폼에서 개인화를 적용한 콘텐츠 추천 알고리즘 최적화를 통한 추천 결과의 성능 평가)

  • Park, Seong-Eun;Hwang, Yun-Young;Yoon, Jungsun
    • The Journal of the Korea Contents Association
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    • v.17 no.11
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    • pp.183-191
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    • 2017
  • In order to secure the convenience of information retrieval by users of scientific information service platforms and to reduce the time required to acquire the proper information, this study proposes an optimized content recommendation algorithm among the algorithms that currently provide service menus and content information for each service, and conducts comparative evaluation on the results. To enhance the recommendation accuracy, users' major items were added to the original algorithm, and performance evaluations on the recommendation results from the original and optimized algorithms were performed. As a result of this evaluation, we found that the relevance of the content provided to the users through the optimized algorithm was increased by 21.2%. This study proposes a method to shorten the information acquisition time and extend the life cycle of the results as valuable information by automatically computing and providing content suitable for users in the system for each service menu.

The JASIST Editorial Board Members' Research Areas and Keywords of JASIST Research Articles (JASIST 편집위원회의 연구분야와 JASIST 논문의 키워드에 관한 연구)

  • Kim, Hyunjung
    • Journal of the Korean Society for information Management
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    • v.31 no.3
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    • pp.227-247
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    • 2014
  • This paper examines the characteristics of the JASIST (Journal of the Association for Information Science and Technology) editorial board members and their research areas through author co-citation analysis, and investigates whether the editorial board members' research areas are related with keywords frequently appeared in the journal's research articles. In the process, research areas of the central members and those appeared most frequently as keywords will be identified. Research areas of the 36 members on the JASIST editorial board are collected and categorized to compare with the categorization of keywords extracted from 169 research articles published in JASIST, 2013. The result shows that members with higher centrality in the co-citation network are related with research areas that are also dominant in the distribution of article keywords. The areas include information behavior and searching, information retrieval, information system design, and bibliometrics.

A Study on Hybrid Recommendation System Based on Usage frequency for Multimedia Contents (멀티미디어 콘텐츠를 위한 이용빈도 기반 하이브리드 추천시스템에 관한 연구)

  • Kim, Yong;Moon, Sung-Been
    • Journal of the Korean Society for information Management
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    • v.23 no.3 s.61
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    • pp.91-125
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    • 2006
  • Recent advancements in information technology and the Internet have caused an explosive increase in the information available and the means to distribute it. However, such information overflow has made the efficient and accurate search of information a difficulty for most users. To solve this problem, an information retrieval and filtering system was developed as an important tool for users. Libraries and information centers have been in the forefront to provide customized services to satisfy the user's information needs under the changing information environment of today. The aim of this study is to propose an efficient information service for libraries and information centers to provide a personalized recommendation system to the user. The proposed method overcomes the weaknesses of existing systems, by providing a personalized hybrid recommendation method for multimedia contents that works in a large-scaled data and user environment. The system based on the proposed hybrid method uses an effective framework to combine Association Rule with Collaborative Filtering Method.

Design and Implementation of a Directory System for Disease Retrieval Services (질병 검색 서비스를 위한 디렉토리 시스템 설계 및 구현)

  • Yeo, Myung-ho;Lee, Yoon-kyeong;Rho, Kyu-jong;Park, Hyoung-soon;Kim, Hak-sin;Park, Jun-ho;Kang, Tae-ho;Kim, Hak-yong;Yoo, Jae-soo
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.709-714
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    • 2009
  • Recently, biological researches are required to deal with a large scale of data. While scientists used classical experimental approaches for researches in the past, it is possible to get more sophisticated observations easily with convergence of information technologies and biology. The study on diseases is one of the most important issues of the life science. Conventional services and databases provide users with information such as classification of diseases, symptoms, and medical treatments through web. However, it is hard to connect or develop them for other new services because they have independent and different criterions. It may be a factor that interferes the development of biology. In this paper, we propose an integrated data structure for the disease database, and design and implement a novel directory system for diseases as an infrastructure for developing other new services.

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The history, present status and future perspective of electronics and electronic technologies (전자공학 및 전자기술의 역사, 현황 그리고 미래)

  • 조규심
    • Journal of the Korean Professional Engineers Association
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    • v.24 no.6
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    • pp.106-112
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    • 1991
  • Electronics has different meanings to different people and in different countries. Hence, let me difine the term in the sense that it is used here. Electronics in the science and the technology of the passage of charged particles in a gas, in a vacumn, or in a semiconductor. The beginning of electronics came in 1895 when H. A. Lorentz postulated the existence of discrete charges called electrons. Two years later J.J. Thompson found these electrons experimentally. In the same year (1897) Braun built what was probaly the first electron tube, essentially a primitive cathode-ray tube. It was not until the start of the 20th century that electronics began to take technological shape. In 1904 Fleming invented the diode which he called a valve. This era begins with the invention of the transistor about 30 years ago. The history of this invention is interesting. M.J. Kelly, director of research(and later president of Bell Laboratories), had the foresight to realize that the telephone system needed electronic switching and better amplifiers. Vacuum tubes were not very reliable, principally because they generated a great deal of heat even when they were not being used, and, particularly, because filaments burned out and the tubes had to be replaced. In 1945 a solid-state physics group wa formed. The foregoing completes the history of electronics and electronic industries up to 1978. There is already a start toward a merging of the computer and the communication industries which might be called information manipulation. This includes storage of information, sorting, computation, information retrieval, and transmission of data. This combination of the computer and the communication fields will penetrate many disciplines. Applications will be made in the fields of law, medicine, biological sciences, engineering, library services publishing banking, reservation systems, management control, education, and defense.

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