• Title/Summary/Keyword: Recommendation Technique

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Personalized Service Based on Context Awareness through User Emotional Perception in Mobile Environment (모바일 환경에서의 상황인식 기반 사용자 감성인지를 통한 개인화 서비스)

  • Kwon, Il-Kyoung;Lee, Sang-Yong
    • Journal of Digital Convergence
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    • v.10 no.2
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    • pp.287-292
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    • 2012
  • In this paper, user personalized services through the emotion perception required to support location-based sensing data preprocessing techniques and emotion data preprocessing techniques is studied for user's emotion data building and preprocessing in V-A emotion model. For this purpose the granular context tree and string matching based emotion pattern matching techniques are used. In addition, context-aware and personalized recommendation services technique using probabilistic reasoning is studied for personalized services based on context awareness.

Improving the MAE by Removing Lower Rated Items in Recommender System

  • Kim, Sun-Ok;Lee, Seok-Jun;Park, Young-Seo
    • Journal of the Korean Data and Information Science Society
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    • v.19 no.3
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    • pp.819-830
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    • 2008
  • Web recommender system was suggested in order to solve the problem which is cause by overflow of information. Collaborative filtering is the technique which predicts and recommends the suitable goods to the user with collection of preference information based on the history which user was interested in. However, there is a difficulty of recommendation by lack of information of goods which have less popularity. In this paper, it has been researched the way to select the sparsity of goods and the preference in order to solve the problem of recommender system's sparsity which is occurred by lack of information, as well as it has been described the solution which develops the quality of recommender system by selection of customers who were interested in.

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the Development of Personalization Design framework for building Customized Website - focused on the Application of Design Recommender System (고객맞춤형 웹사이트 구현을 위한 개인화 디자인 프레임웍의 개발 - 디자인 추천 시스템의 활용을 중심으로)

  • 서종환
    • Archives of design research
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    • v.16 no.2
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    • pp.23-34
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    • 2003
  • The need for personalized web site design has been increased these days. Current approach for personalized web site design is easily applied to web site with their cost-effective feature, but is hard to provide a more refined personalized service due to its lack of accumulation of user data. In this study, the design recommender system is investigated as a more advanced method for web site design personalization. We provide an overview of current recommender systems, and then outlined a newly developed design recommender system, which employs collaborative filtering technique to provide tailored recommendation for users.

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Algorithm of XML and SOAP Messages Canonicalization (XML 및 SOAP 메시지 정규화 알고리즘)

  • Jeong, Hoe-Gyeong
    • The Journal of Engineering Research
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    • v.6 no.1
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    • pp.125-137
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    • 2004
  • This paper implemented system that run Canonical XML and SOAP messages algorithm. So, can change to more elaborate regular document. Thus, interoperable with other application that takes W3C recommendation. Also, use in several system that physical identify is required when it exchange XML and SOAP messages for web service interoperability. Moreover, Adding the transformation ability between universal encoding scheme and EUC-KR that is internal encoding scheme should be Canonical XML and SOAP messages algorithm that is suited to internal circumstances, and this should be a foundation technique of international interoperability confirmedness.

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Implementation of transmitter signal processing of the MP/HF DSC Controller (MF/HF DSC controller의 송신신호처리 구현)

  • 이홍기;유형열;조형래
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.1 no.1
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    • pp.123-129
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    • 1997
  • This study is implementation of transmitter signal processing of MF/HF DSC Controller, obliligation system of GMDSS, focused on the technique of processing to encode the distress and general signal of the DSC message. We analyzed recommendation which prescribed frequencies, operational procedures and technical sequence of the DSC and suggested the basic circuit to be materialize the function of a distress alert and general calf of the DSC equipment using Microprocessor, constructed the algorithm of processing a message, programmed it using C language.

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Social Influence and Semantic Similarity Concerned Recommendation Technique of Qualitative Information (사회적 영향력과 어의 유사도 분석에 기반한 가치정보의 추천 기법)

  • Kim, MyeongHun;Kim, SangWook
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.363-366
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    • 2016
  • 추천 기법은 개인의 관심사와 상황을 고려한 개인화된 아이템을 제공함으로써 아이템의 소비과정에서 발생하는 부하를 줄여주고 정보 소비의 효율성을 증대시키는데 중요한 역할을 한다. 본 연구에서는 전통적인 추천 기법인 Content-Based(CB)기법과 최근 온라인 소셜 네트워크의 경향을 반영한 Social Network-based(SN)기법을 접목하여 새로운 복합방식의 정보 추천 기법을 제시한다. CB 기법의 대표적인 한계점인 cold start problem과 SN 기법의 추천 아이템의 전문성 문제를 상호 보완하며, 특히 최근 소셜 네트워크의 특징인 비신뢰 (non-trust) 기반의 영향력 있는 정보 확산자가 존재하는 환경에서 기법을 적용할 수 있도록 하였다. 또한 대부분 사람 추천 중심인 기존의 SN 기법들과는 달리 사람에게 제공할 정보의 추천에 초점을 두며, 정보 선정과정에서 개인의 온라인과 현실(real world)에서의 사회 활동 정보를 모두 활용하여 더육 더 개인화된 가치 정보를 제공하고자 한다.

Enhanced Architecture of the V.42 bis Modem (V.42 bis 모뎀의 새로운 구조)

  • 강창구;조홍근;김대영
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.12
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    • pp.1451-1464
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    • 1992
  • In recent high-speed data moderns for use over PSTN or leased line, the data compression technique based on CCITT V.42bis Recommendation is of popular use along sith CCITT V.42 error control function. A remaining concern to advanced-application users is the protection against unintended eavesdropping. This paper proposes the architectural model on how the security mechanism should be adopted into the above mentioned error-correction/data compression moderns. Also, the functional definitions and the operational procedures are described in detail for possible implementation.

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An evaluation of quality of dental prostheses printed by dental 3-dimensional printing system (치과용 3D 프린팅 시스템에 의해 출력된 보철물의 품질 평가)

  • Han, Man-So
    • Journal of Technologic Dentistry
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    • v.38 no.3
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    • pp.185-191
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    • 2016
  • Purpose: The purpose of this study were to evaluate the quality of dental prostheses printed by 3-dimensional printing system. Methods: Mater model was prepared and ten study models were fabricated. Ten single crowns were printed by 3D-printing system(Resin group) and another ten single crowns using casting method were manufactured(Metal group). The marginal adaptation of single crowns were measured using by silicone replica technique. Silicone replicas were sectioned four times. The marginal adaptations were evaluated using by digital microscope. Statistical analyses were performed with Mann-Whitney test(${\alpha}=0.05$). Results: $Mean{\pm}standard$ deviations of all marginal adaptations were $92.1(20.0){\mu}m$ for Metal group and $69.7(12.3){\mu}m$ for Resin group. Two groups were no statistically significant differences(p>0.05). Conclusion: Marginal adaptation of single crowns printed by 3D-printing system were ranged within the clinical recommendation.

A Study on Remotely Located Synchronization System using GPS Common-View Method (GPS Common-View 방식에 의한 원격지 동기 시스템 연구)

  • 김영범;정낙삼;박동철
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.12 no.4
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    • pp.644-650
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    • 2001
  • A remotely located synchronization system which is locked to the remote master clock has been implemented by using GPS Common-View technique. The measurement results showed that the accuracy of the remote synchronization system could be kept within a few parts in $10^{-12}$ and MTIE(Maximum Time Interval Error) met the ITU-T Recommendation(G.811). A prototype system having fully automatic operational functions has been realized up to now and is expected to be used in the network synchronization in the near future.

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Optimization of Slot Location for Stress Distribution in Rotating Disc of Diamond Tools (다이아몬드 공구의 회전원판내 응력 분산을 위한 슬롯 위치의 최적화)

  • Park Sungil;Lee Sangjin;Byun Seopong;Hwang Seoungtack
    • Korean Journal of Materials Research
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    • v.15 no.9
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    • pp.560-565
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    • 2005
  • The objective of this paper is to decide optimal of the slot angle to minimize stress concentration in rotating disc of diamond saw. The fracture phenomena of the slot are discussed by the theoretical and experimental approaches and then some recommendation are presented to prevent the fracture. The focus of this investigation is to evaluation the effect of the slot on stress distribution using optimum design technique and finite element method(FEM) analysis. Stress concentration of the slot with respect to the various parameter of the slot such position, size, number, rotation speed. From the experimental results, when the slot angle of diamond saw is located $8^{\circ}\~12^{\circ}$ from rotating direction, the maximum equivalent stress reduces.