• Title/Summary/Keyword: content-based metadata

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Toward a Structural and Semantic Metadata Framework for Efficient Browsing and Searching of Web Videos

  • Kim, Hyun-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.51 no.1
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    • pp.227-243
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    • 2017
  • This study proposed a structural and semantic framework for the characterization of events and segments in Web videos that permits content-based searches and dynamic video summarization. Although MPEG-7 supports multimedia structural and semantic descriptions, it is not currently suitable for describing multimedia content on the Web. Thus, the proposed metadata framework that was designed considering Web environments provides a thorough yet simple way to describe Web video contents. Precisely, the metadata framework was constructed on the basis of Chatman's narrative theory, three multimedia metadata formats (PBCore, MPEG-7, and TV-Anytime), and social metadata. It consists of event information, eventGroup information, segment information, and video (program) information. This study also discusses how to automatically extract metadata elements including structural and semantic metadata elements from Web videos.

A Web-Based IPTV Content Syndication System for Personalized Content Guide

  • Yang, Jinhong;Park, Hyojin;Lee, Gyu Myoung;Choi, Jun Kyun
    • Journal of Communications and Networks
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    • v.17 no.1
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    • pp.67-74
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    • 2015
  • In this paper, we propose a web-based content syndication system in which users can easily choose Internet protocol television (IPTV) contents. This system generates personalized content guide to provide a list of IPTV contents with respect to users' interests and statistics information of their online social community. For this, IPTV contents and relevant metadata are collected from various sources and transformed. Then, the service and content metadata are processed by user metadata including audience measurement and community metadata. The metadata flows are separated from content flows of transport network. The implementation of IPTV content syndication system demonstrates how to arrange IPTV contents efficiently from content providers to the end user's screen. We also show that the user metadata including online community information are important for the system's performance and the user's satisfaction.

Implementation of TV-Anytime Compliant STB for Personalized TV Services

  • Lee Hee Kyung;Yang Seung Jun;Kim Jae Gon;Hong Jin Woo
    • Proceedings of the IEEK Conference
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    • 2004.08c
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    • pp.576-580
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    • 2004
  • In this paper, we present a design and implementation of a TV-Anytime compliant STB to provide personalized content consumption according to user preferences and various terminal/network conditions. This paper mainly details with a metadata engine which consists of meta data de-multiplexing, metadata decoding, and metadata-based content browsing. For personalized content consumption, the proposed metadata engine provides the following key functionalities: advanced EPG, non-linear segment navigation wirh Tables-of-Content and/or event-based summary, automatic recommendation of user-preferred programs, and etc. The implemented STB employing the metadata engine is successfully tested with a set of service scenarios in an end-to-end broadcasting test-bed.

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User-Created Content Recommendation Using Tag Information and Content Metadata

  • Rhie, Byung-Woon;Kim, Jong-Woo;Lee, Hong-Joo
    • Management Science and Financial Engineering
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    • v.16 no.2
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    • pp.29-38
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    • 2010
  • As the Internet is more embedded in people's lives, Internet users draw on new Internet applications to express themselves through "user-created content (UCC)." In addition, there is a noticeable shift from text-centered contents mainly posted on bulletin boards to multimedia contents such as images and videos on UCC web sites. The changes require different way of recommendations comparing to traditional products or contents recommendation on the Internet. This paper aims to design UCC recommendation methods with user behavior data and contents metadata such as tags and titles, and compare performances of the suggested methods. Real web logs data of a major Korean video UCC site was used to empirical experiments. The results of the experiments show that collaborative filtering technique based on similarity of UCC customers' preferences performs better than other content-based recommendation methods based on tag information and content metadata.

Metadata Processing Technique for Similar Image Search of Mobile Platform

  • Seo, Jung-Hee
    • Journal of information and communication convergence engineering
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    • v.19 no.1
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    • pp.36-41
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    • 2021
  • Text-based image retrieval is not only cumbersome as it requires the manual input of keywords by the user, but is also limited in the semantic approach of keywords. However, content-based image retrieval enables visual processing by a computer to solve the problems of text retrieval more fundamentally. Vision applications such as extraction and mapping of image characteristics, require the processing of a large amount of data in a mobile environment, rendering efficient power consumption difficult. Hence, an effective image retrieval method on mobile platforms is proposed herein. To provide the visual meaning of keywords to be inserted into images, the efficiency of image retrieval is improved by extracting keywords of exchangeable image file format metadata from images retrieved through a content-based similar image retrieval method and then adding automatic keywords to images captured on mobile devices. Additionally, users can manually add or modify keywords to the image metadata.

A Content-based Load Balancing Algorithm for Metadata Servers in Cluster File System (클러스터 파일 시스템의 메타데이터 서버를 위한 내용 기반 부하 분산 알고리즘)

  • Jang Jun-Ho;Han Sae-Young;Park Sung-Yong
    • The KIPS Transactions:PartA
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    • v.13A no.4 s.101
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    • pp.323-334
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    • 2006
  • A metadata service is one of the important factors to affect the performance of cluster file systems. We propose a content-based load balancing algorithm that dynamically distributes client requests to appropriate metadata servers based on the types of metadata operations. By replicating metadatas and logging update messages in each server, rather than moving metadatas across servers, we significantly reduced the response time and evenly distributed client's requests among metadata servers.

Metadata Broadcasting for Personalized Service: A Practical Solution

  • Kang, Kyeong-Ok;Kim, Jae-Gon;Lee, Hee-Kyung;Chang, Hyun-Sung;Yang, Seung-Jun;Kim, Young-Tae;Lee, Han-Kyu;Kim, Jin-Woong
    • ETRI Journal
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    • v.26 no.5
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    • pp.452-466
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    • 2004
  • As the number of broadcasting channels and programs increases rapidly, the importance of personalized service has been emphasized. In this paper, we propose a practical framework of metadata broadcasting to provide personalized service according to user preferences and various terminal/network conditions. First, we present an overall system architecture of a metadata broadcasting system and then propose several core technologies (particularly in the parts of metadata authoring, metadata encoding, and metadata-based personalized content consumption). For interoperability, the proposed solution is designed to be compliant with the relevant standards of the TV-Anytime Forum, MPEG-7 Systems, and MPEG-2 Systems. Considering a home network environment, we also propose a metadata-based content adaptation scheme. Each component technology has been implemented individually, integrated into an end-to-end prototype broadcasting system, and successfully tested with a set of personalized service scenarios that are also developed in this study.

MXF-based Broadcast Metadata Authoring and Browsing (MXF 기반 방송용 메타데이터 저작 및 브라우징)

  • Lee Moon-Sik;Jung Byung-Hee;Park Sung-Choon;Oh Yeon-Hee
    • Journal of Broadcast Engineering
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    • v.11 no.3 s.32
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    • pp.276-283
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    • 2006
  • This paper analyzes metadata workflow from creation to browsing, and discusses metadata authoring and browsing technology. Unlike usual multimedia authoring, broadcast metadata authoring means metadata editing synchronized with video. In order to make practical application of other systems, the result is in XML or MXF(Material eXchange Format) based on common metadata scheme. The MXF Browser developed with the consideration of broadcast metadata that is time-synchronized with AV content provides not only metadata authoring capability but also advanced content browsing services such as summary playback and highlight browsing based on metadata multi-track.

A Study on the Metadata Elements for Establishing e-Learning Content Archives (이러닝 콘텐츠 아카이빙 구축을 위한 메타데이터 요소에 관한 연구)

  • Ahn, Young-Hee;Park, Ok-Wha
    • Journal of the Korean Society for Library and Information Science
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    • v.43 no.3
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    • pp.147-162
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    • 2009
  • In this study, our purpose was to develop the metadata elements for archiving e-learning content being generated by universities. In order to achieve this goal, we first examined the current status of e-learning content providing services both domestically and overseas and then compared each standard for metadata for e-learning content built for educational purposes. We found that KEM (Korea Education Metadata) 3.0, a server being provided by KOCW (Korea Open CourseWare), does not currently accommodate the metadata elements for archiving. In this study, we extended and added the scope of metadata elements for archiving based on KEM 3.0. We also tried to build up metadata for archiving the e-learning content provided based on KEM 3.0+. As a result of this study, a basis for archiving elLearning content is expected to be founded.

Design and Implementation of a TV-Anytime Metadata Authoring Tool for Personalized Broadcasting Services (개인형 데이터방송 서비스를 위한 TV-Anytime 메타데이터 저작도구 설계 및 구현)

  • Jun Dong-San;Kim Min-Je;Lee Han-Kyu;Yang Seung-Jun
    • Journal of Broadcast Engineering
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    • v.11 no.3 s.32
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    • pp.284-301
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    • 2006
  • In this paper, we present a design and implementation of a TV-Anytime metadata authoring tool for providing personalized data-broadcasting services. The TV-Anytime specifies metadata schema, metadata coding and delivery, and provides service models to provide personalized broadcasting content services at anytime when users want to consume using metadata including ECG (Electronic Content Guide) and content descriptive information in a PDR (Personal Digital Recorder)-centric environment. In spite of a useful services based on TV-anytime metadata, the metadata authoring still remains as a harassing and time consuming task. For easy metadata authoring, the proposed metadata authoring provides the following key functionalities: metadata visualization, media access, and semi-automatic method for editing segment related metadata.