• Title/Summary/Keyword: Content-based Method

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A Study on Automatic Service Creation Method of Cloud-based Mobile Contents

  • Park, Jong-Youel
    • International Journal of Internet, Broadcasting and Communication
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    • v.10 no.4
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    • pp.19-24
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    • 2018
  • Recently, people can create small content by themselves and it improved into a form that can be promoted. Also, as active small business owners increase, they produce the content for promotion by themselves without external professional help and they utilize it. This paper studies the method to make Mobile Apps, Mobile Web and homepage services available by automatically generating the mobile based mini content. The automated content creation system suggests the method that small business owners and groups can easily communicate with new people by bringing Single Page Application, hybrid mobile web app, N-Screen based content building, private cloud-based PaaS building technology, P2P network based file sharing and multimedia thread technologies together and creating the content.

A Unit of Information-Based Content Adaptation Method for Improving Web Content Accessibility in the Mobile Internet

  • Yang, Stephen J.H.;Zhang, Jia;Chen, Rick C.S.;Shao, Norman W.Y.
    • ETRI Journal
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    • v.29 no.6
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    • pp.794-807
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    • 2007
  • In the mobile Internet, users generally work with handheld devices with limited computing power and small screens. Their access conditions also change frequently. In this paper, we present a novel method supporting intelligent content adaptation to better suit handheld devices. The underpinning is a unit of information (UOI)-based content adaptation method, which automatically detects semantic relationships among the components of Web contents and then reorganizes page layout to fit handheld devices based on identified UOIs. Experimental results demonstrate that our method enables more sensitive content adaptation.

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Embedded System-Based Fast Fourier Transform Method for Measuring Water Content in Crude Oil

  • Shuqi Jia;Xiaolei Wang;Zhe Kan
    • Journal of Information Processing Systems
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    • v.20 no.3
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    • pp.399-408
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    • 2024
  • The moisture content of crude oil notably affects various aspects of oil production, storage, transportation, and exploration. However, accurately measuring this moisture content is challenging because of numerous influencing factors, leading to a lack of precision in existing detection methods. This inadequacy hinders the progress of China's petroleum industry. To overcome these challenges, this paper proposes a conductivity-based method for measuring crude oil moisture content. By employing an embedded system, we designed a sensor comprising five electrodes. Additionally, we developed signal excitation and signal processing circuits. Moreover, a software program was designed to analyze and compute the output signal using fast Fourier transform operations. This facilitated the identification of flow patterns, computation of relevant flow rates, and establishment of correlation rates based on frequency spectral characteristics. Based on experimental results, we established a functional relationship between measurement parameters and crude oil moisture content. This study enhanced the precision of moisture content measurement, thereby addressing existing limitations and fostering the advancement of China's petroleum industry.

A Self-selection of Adaptive Feature using DCT

  • Lim, Seung-in
    • Journal of the Korea Society of Computer and Information
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    • v.5 no.3
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    • pp.215-219
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    • 2000
  • The purpose of this paper is to propose a method to maximize the efficiency of a content-based image retrieval for various kinds of images. This paper discuss the self-adaptivity for the change of image domain and the self-selection of optimal features for query image, and present the efficient method to maximize content-based retrieval for various kinds of images. In this method, a content-based retrieval system is adopted to select automatically distinctive feature patterns which have a maximum efficiency of image retrieval in various kinds of images. Experimental results show that the Proposed method is improved 3% than the method using individual features.

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Designing the Content-Based Korean Instructional Model Using the Flipped Learning

  • Mun, Jung-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.6
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    • pp.15-21
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    • 2018
  • The purpose of this study is to design a Content-based Korean Class model using Flipped learning for foreign students. The class model that presents on this paper will lead the language learning through content learning, also it will be enable the student more active and to have an initiative in the class. Prior to designing a Content-based Korean Class model using Flipped learning, the concepts and educational significance and characteristics of flip learning were reviewed through previous studies. Then, It emphasizes the necessity of teaching method adapting Flipped learning to Content-based teaching method in Korean language education. It also suggests standards and principles of composition in Contents-based teaching method using Flipped learning. After designing the instructional model based on the suggested standards and principles, it presents a course of instruction about how learning methods, contents and activities should be done step by step. The Content-based Korean class model using the Flipped learning will be an alternative approach to overcome the limitations of teacher-centered teaching methods and lecture-teaching methods which are the dominant of present classroom environment.

Development of Web-based Multimedia Content for a Physical Examination and Health Assessment Course (웹기반의 건강사정 멀티미디어 컨텐츠 개발)

  • Oh Pok-Ja;Kim Il-Ok;Shin Sung-Rae;Jung Hoe-Kyung
    • Journal of Korean Academy of Nursing
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    • v.34 no.6
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    • pp.994-1003
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    • 2004
  • Purpose: This study was to develop Web-based multimedia content for Physical Examination and Health Assesment. Method: The multimedia content was developed based on Jung's teaching and learning structure plan model, using the following 5 processes: 1) Analysis Stage, 2) Planning Stage, 3) Storyboard Framing and Production Stage, 4) Program Operation Stage, and 5) Final Evaluation Stage. Results: The web based multimedia content consisted of an intro movie, main page and sub pages. On the main page, there were 6 menu bars that consisted of Announcement center, Information of professors, Lecture guide, Cyber lecture, Q&A, and Data centers, and a site map which introduced 15 week lectures. In the operation of web based multimedia content, HTML, JavaScript, Flash, and multimedia technology(Audio and Video) were utilized and the content consisted of text content, interactive content, animation, and audio & video. Consultation with the experts in context, computer engineering, and educational technology was utilized in the development of these processes. Conclusions: Web-based multimedia content is expected to offer individualized and tailored learning opportunities to maximize and facilitate the effectiveness of the teaching and learning process. Therefore, multimedia content should be utilized concurrently with the lecture in the Physical Examination and Health Assesment classes as a vital teaching aid to make up for the weakness of the face-to- face teaching-learning method.

Automatic Preference Rating using User Profile in Content-based Collaborative Filtering System (내용 기반 협력적 여과 시스템에서 사용자 프로파일을 이용한 자동 선호도 평가)

  • 고수정;최성용;임기욱;이정현
    • Journal of KIISE:Software and Applications
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    • v.31 no.8
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    • pp.1062-1072
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    • 2004
  • Collaborative filtering systems based on {user-document} matrix are effective in recommending web documents to user. But they have a shortcoming of decreasing the accuracy of recommendations by the first rater problem and the sparsity. This paper proposes the automatic preference rating method that generates user profile to solve the shortcoming. The profile in this paper is content-based collaborative user profile. The content-based collaborative user profile is generated by combining a content-based user profile with a collaborative user profile by mutual information method. Collaborative user profile is based on {user-document} matrix in collaborative filtering system, thus, content-based user profile is generated by relevance feedback in content-based filtering systems. After normalizing combined content-based collaborative user profiles, it automatically rates user preference by reflecting normalized profile in {user-document}matrix of collaborative filtering systems. We evaluated our method on a large database of user ratings for web document and it was certified that was more efficient than existent methods.

An Advanced Content Distribution and Management System using Parallel Transmission (병렬 전송을 이용한 향상된 콘텐츠 배포 및 관리 시스템)

  • Choi, O-Hoon;Lim, Jung-Eun;Kwon, Ju-Hum;Chung, Youn-Ky
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.10
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    • pp.766-770
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    • 2009
  • Recently, users of multimedia files demand a high capacity file via internet. However, it is difficult to guarantee QoS for high capacity files on internet because of its inconstant bandwidth. For guaranteeing the QoS, CDN (Content Delivery Network) is generally used for contents delivery service. Based on CDN, we propose Content Distribution and Management using Metadata (CDM) system which provides advanced transmission method and searching method. To enhance the transmission rate, CDM system supports segment-unit-based transmission method that enables parallel transmission. Also, we propose a distribution method through content based search.

A Content-Based Synchronization Approach using Scene Keywords in Enhanced TV based on MPEG-4 (MPEG-4 기반 연동형 방송에서 장면 키워드를 이용한 내용 기반 동기화 기법)

  • Yim, Hyun-Jeong;Lim, Soon-Bum
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.6
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    • pp.737-741
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    • 2010
  • When implementing Enhanced TV services, the time synchronization between the video stream that forms the background and the data contents overlaid on audio/video is an important issue. Currently, however, the basic method of synchronizing the data in the MPEG-4 environment is based on absolute time values. For more efficient synchronization when developing Enhanced TV content, this paper proposes a content-based synchronization in which the data content varies depending on the video content. The proposed content-based synchronization method is implemented by defining BIFS nodes more widely, based on scene keywords, and then using the metadata of MPEG7.

A Study on Contents Preference Prediction Method using Tags based on Content-based Filtering (Tag를 이용한 CBF방식의 컨텐츠 선호도 예측 방법)

  • Um, Tae-Kwang;Choi, Sung-Hwan;Lee, Jae-Hwang
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.613-614
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    • 2008
  • A content recommendation according to users preferences comes up in the Internet application due to contents overwhelming. This paper newly proposes a method to predict contents preference using tags in conjunction with Content-Based Filtering. By implementing this method, this paper cleans up the contents sparsity problem in Content-Based Filtering, and shows the outstanding improvements.

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