• Title/Summary/Keyword: user's preference

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A study on the effectiveness of on-site education program for application of online scholarly information service (온라인 학술연구정보서비스의 방문교육 효용성에 관한 연구)

  • Kim, Jayhoon;Kim, Sun-Tae;Kim, Hye-Sun;Yoo, Su-Hyeon;Shin, Yong-Ju;Lee, Tae-Seok;Kim, Ji Young;Noh, Kyung-Ran;Kim, Hwan-min;Yae, Yong-Hee
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.1191-1194
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    • 2009
  • Scholarly information service is compared with internet portal services for object of use, information attributes and target users. It is not popular service, so scholarly information service providers need to have distinguished marketing strategy. KISTI service development team has performed on-site training for end users in major customer institutions in 2008. This study shows the effect of scholarly information service on-site training and user's preference of service promotion in specialized information service field.

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A Study on User's Awareness of Subway Environment Shape Objects in Metropolitan Cities (광역시 지하철 환경조형물에 대한 이용자 의식분석 연구)

  • Choi, Chol-Heyong;Park, Sun-Woo;Kim, Chang-Hyun;Cho, Han-Jin
    • Journal of the Korean Society for Railway
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    • v.12 no.6
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    • pp.927-935
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    • 2009
  • Environmental shape objects not only play a part as various cultural facilities but also symbolize local unique culture beyond the limit of functional role. Therefore subway environmental shape objects should be approached in terms of public installations and art and should be designed to accommodate and meet the needs of subway users appropriately. In order to find out what subway users think about environment shape objects in subway stations, the factors that can evaluate awareness and preference for environment shape objects and visual image of environment shape objects were examined and analyzed. Positive elements were shown with regard to environment shape objects a lot but it is judged that visual quality of subway environment can be deteriorated if environment shape objects do not harmonize with the characteristics of station environment.

Design and implementation of a three-dimensional broadcasting system based on DTV (디지털 TV기반 3차원 방송 시스템 설계 및 구현)

  • Yun, Kug-Jin;Cho, Suk-Hee;Hur, Nam-Ho;Kim, Jin-Woong;Lee, Soo-In;Ahn, Chi-Eteuk
    • Journal of Broadcast Engineering
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    • v.11 no.4 s.33
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    • pp.483-494
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    • 2006
  • In this paper, we propose a novel program specific information structure(PSI) in MPEG-2 system for a three-dimensional broadcasting system while guaranteeing compatibility with the conventional digital broadcasting system. The proposed PSI structure including a descriptor of contents type, 2D or 3D, provides service providers with a function of combining 2D and 3D contents freely. However the descriptor is ignored in the conventional digital broadcasting set-top box. With the proposed PSI structure, we designed and implemented a three-dimensional broadcasting system. The proposed system has 2D or 3D display mode for providing user's preference in a three-dimensional broadcasting environment.

Two-step Clustering Method Using Time Schema for Performance Improvement in Recommender Systems (추천시스템의 성능 향상을 위한 시간스키마 적용 2단계 클러스터링 기법)

  • Bu Jong-Su;Hong Jong-Kyu;Park Won-Ik;Kim Ryong;Kim Young-Kuk
    • The Journal of Society for e-Business Studies
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    • v.10 no.2
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    • pp.109-132
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    • 2005
  • With the flood of multimedia contents over the digital TV channels, the internet, and etc., users sometimes have a difficulty in finding their preferred contents, spend heavy surfing time to find them, and are even very likely to miss them while searching. In this paper we suggests two-step clustering technique using time schema on how the system can recommend the user's preferred contents based on the collaborative filtering that has been proved to be successful when new users appeared. This method maps and recommends users' profile according to the gender and age at the first step, and then recommends a probabilistic item clustering customers who choose the same item at the same time based on time schema at the second stage. In addition, this has improved the accuracy of predictions in recommendation and the efficiency in time calculation by reflecting feedbacks of the result of the recommender engine and dynamically update customers' preference.

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Design and Implementation of CC/PP Profiling System for Providing of Device Independent Digital Contents (장치 독립적 디지털 콘텐츠 제공을 위한 CC/PP프로파일 생성 시스템 설계 및 구현)

  • Byun Yung-Cheol;Kang Chul-Ung;Lee Sang-Joon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.9
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    • pp.1527-1537
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    • 2006
  • The server system of digital contents has to how the context information about client devices to provide the appropriate contents for each device effectively. CC/PP standard specification is an agreement for describing and transmission of the information related with a client device. In this case, the information on device hardware and software, networks and user's preference is included here. In the mean time, WAP forum defined W-HTTP protocol to transmit the CC/PP profile information of a client device to a server system. However, the client devices which use existing HTTP protocol to transmit their information cannot provide the CC/PP profile information to a server. In this paper, we propose an effective method to create and provide the CC/PP profile in the clients which use not only HTTP protocol but also W-HTTP protocol to transmit device information.

Proposal of Personalized Recommendation for Korean Food and Tour Using Beacon System (비콘을 활용한 개인 맞춤형 한식과 관광지 추천 관리 시스템 제안)

  • Sung, Kihyuk;Ryu, Gihwan;Yun, Daiyeol
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.3
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    • pp.267-273
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    • 2020
  • Beacon is a wireless communication device that can automatically recognize the smart device in the short distance and transmit the necessary data, Beacon is a representative Internet of Things (IoT) facility in the era of the 4th Industrial Revolution, which is utilized in various fields such as short-distance information delivery, mobile location service, shopping, and marketing, and is constantly evolving. In this paper, it is based on tourist site-based recommendation information service. A system is proposed that recommends customized information according to the user's interest, preference, etc. by incorporating beacon technology. In other words, it acts as an information agent that informs tourists of desired information. In order to meet the needs of tourists, it is necessary to build an intelligent tourism recommendation system. The personalized Korean food and tourism recommendation management system using the beacon technology proposed in this paper is expected to provide high-quality services not only to foreigners visiting Korea but also to Korean tourists.

A Study on the Types of Interior Design Image and Consisting Elements in the Department Store -focused on the first floor of Department Store- (국내 백화점 실내디자인 이미지 유형 및 구성요소 분석 연구-수도권지역 대형 백화점 1층 공간을 중심으로-)

  • 정수현;최상헌
    • Korean Institute of Interior Design Journal
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    • no.22
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    • pp.46-52
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    • 2000
  • The Department store of today contrary to past plays an important role in the culture of modern market, because of the development of national economy and a rise in the standard of living. The improvement of culture and the high growth of economy made a livelihood fertile, mass production and mass consumption of product based on accumulation of technology caused the industry of distribution to activate, and the change of consumption pattern and various purchasing form resulted in the distribution structure like large scale store. This study was composed of pilot study, the first research, and the second research. In pilot study, the types of interior design the first floor of large-sized department store in the Metropolitan area was classified on the basis of the image of interior design prior researched. The contemporary interior design require unique image frequently because of the qualitative enhancement accompanying segmentation and specialization of space. Especially, the emergence of foreign company along with the change of the distribution environment threaten the domestic interior design industry. Therefore, the interior design plant introducing the image elements is able to have critical influence on forming specialized space in department store. This study investigated the interior design limited to the first floor of large-sized department store in the Metropolitan area, therefore the user's preference and the problem of design in domestic department store of today was not examined well. But this study was able to explore the types of interior design image in the first floor of department store and the relation between consisting elements.

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Experimental validation of FE model updating based on multi-objective optimization using the surrogate model

  • Hwang, Yongmoon;Jin, Seung-seop;Jung, Ho-Yeon;Kim, Sehoon;Lee, Jong-Jae;Jung, Hyung-Jo
    • Structural Engineering and Mechanics
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    • v.65 no.2
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    • pp.173-181
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    • 2018
  • In this paper, finite element (FE) model updating based on multi-objective optimization with the surrogate model for a steel plate girder bridge is investigated. Conventionally, FE model updating for bridge structures uses single-objective optimization with finite element analysis (FEA). In the case of the conventional method, computational burden occurs considerably because a lot of iteration are performed during the updating process. This issue can be addressed by replacing FEA with the surrogate model. The other problem is that the updating result from single-objective optimization depends on the condition of the weighting factors. Previous studies have used the trial-and-error strategy, genetic algorithm, or user's preference to obtain the most preferred model; but it needs considerable computation cost. In this study, the FE model updating method consisting of the surrogate model and multi-objective optimization, which can construct the Pareto-optimal front through a single run without considering the weighting factors, is proposed to overcome the limitations of the single-objective optimization. To verify the proposed method, the results of the proposed method are compared with those of the single-objective optimization. The comparison shows that the updated model from the multi-objective optimization is superior to the result of single-objective optimization in calculation time as well as the relative errors between the updated model and measurement.

A Study on Social Media Market Competition based on User Gratification (이용자의 충족에 따른 소셜미디어 시장 내 경쟁관계에 관한 연구)

  • Huang, Yunchu;Baek, Heon;Yang, Chang-Gyu
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.2
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    • pp.105-117
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    • 2014
  • The change of social media market toward multimedia environment makes users select social media according to preference factor's gratification and this also causes competition among various social medias. So this study focused on competition among social media from the perspective of users' gratification while considering multimedia environment of social media market. The widely known Niche theory is used to confirm competitions among media in an environment with limited resource. According to research result, (1) Facebook and Kakao Talk mostly satisfies users' expectations; (2) Facebook and Kakao Talk form leading group and Blog, Youtube and Twitter form chasing group in this competition; (3) Kakao Talk greatly satisfies users' various expectations. The research result implies that, for social media to have competitive advantage in the market, it is better to provide convenience and real-time responsiveness in mobile environment and to improve service so that users could more easily utilize network.

Applying Rating Score's Reliability of Customers to Enhance Prediction Accuracy in Recommender System (추천 시스템의 예측 정확도 향상을 위한 고객 평가정보의 신뢰도 활용법)

  • Choeh, Joon Yeon;Lee, Seok Kee;Cho, Yeong Bin
    • The Journal of the Korea Contents Association
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    • v.13 no.7
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    • pp.379-385
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    • 2013
  • On the internet, the rating scores assigned by customers are considered as the preference information of themselves and thus, these can be used efficiently in the customer profile generation process of recommender system. However, since anyone is free to assign a score that has a biased rating, using this without any filtering can exhibit a reliability problem. In this study, we suggest the methodology that measures the reliability of rating scores and then applies them to the customer profile creation process. Unlikely to some related studies which measure the reliability on the user level, we measure the reliability on the individual rating score level. Experimental results show that prediction accuracy of recommender system can be enhanced when ratings with higher reliability are selectively used for the customer profile configuration.