• Title/Summary/Keyword: User Curation

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Personalized University Educational Contents Recommendation Scheme for Job Curation Systems (취업 큐레이션 시스템을 위한 개인 맞춤형 교육 콘텐츠 추천 기법)

  • Lim, Jongtae;Oh, Youngho;Choi, JaeYong;Pyun, DoWoong;Lee, Somin;Shin, Bokyoung;Chae, Daesung;Bok, Kyoungsoo;Yoo, Jaesoo
    • The Journal of the Korea Contents Association
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    • v.21 no.7
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    • pp.134-143
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    • 2021
  • Recently, with the development of mobile devices and social media services, contents recommendation schemes have been studied. They are typically applied to the job curation systems. Most existing university education content recommendation schemes only recommend the most frequently taken subjects based on the student's school and major. Therefore, they do not consider the type or field of employment that each student wants. In this paper, we propose a university educational contents recommendation scheme for job curation services. The proposed scheme extracts companies that a user is interested in by analyzing his/her activities in the job curation system. The proposed scheme selects graduates or mentors based on the reliability and similarity of graduates who have been employed at the companies of interest. The proposed scheme recommends customized subjects, comparative subjects, and autonomous activity lists to users through collaborative filtering.

A Study on the Measure for Improving the Website of ScienceON

  • Younghee Noh
    • International Journal of Knowledge Content Development & Technology
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    • v.14 no.3
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    • pp.93-113
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    • 2024
  • This study was conducted for the purpose of deriving the existing ScienceON elements and reorganizing them to increase user convenience and utilization. Towards this end, implications were derived by analyzing the current status of the ScienceON's website, case studies and analysis of major similar institution websites, and user satisfaction surveys. Based on the derived contents, key terms were analyzed and redefined, the menu system was reorganized, and the menu names were redefined, and the menu system was reorganized to match the direction and identity of the redefined ScienceON. The study results based on such are as follows. First, the ScienceON's brand selection criteria and direction were based on service sustainability, service inclusiveness, recognition of portal characteristics, user friendliness and intuitiveness. Considering the meaning of branding, branding strategy, and selection criteria for ScienceON branding, ScienceON, Ontong ScienceON, ScienceONPlatform, science information portal, ScienceON, Mecca of science and technology information, and 5 brand names such as ScienceON were proposed. Second, to improve accessibility, usability, and satisfaction, it would be necessary to redefine current terms. Towards this end, it would be necessary to change the terminology of knowledge infrastructure search and to unify and organize the terminology. Third, in the current menu, the services provided as analysis services and curation services are organized in the beta service menu, and data such as papers, patents, reports, and trends are also serviced only through integrated search, and hence, each data type and service type classification must be improved.

User Information Needs Analysis based on Search Terms Log of the Presidential Archives Portal (대통령기록포털 검색어 로그 분석 기반 이용자 정보요구 분석)

  • Suhyeon Lee;Hyo-Jung Oh
    • Journal of Korean Society of Archives and Records Management
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    • v.24 no.3
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    • pp.23-44
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    • 2024
  • In recent years, there has been a significant increase in the importance of curation services that analyze user information requests to provide tailored information within extensive information resources. This study aims to identify user information needs by analyzing search term logs from the Presidential Archives Portal to enhance the utilization value of presidential records, which possess high historical significance. In addition, by evaluating the portal's search performance, this study seeks to determine whether the Presidential Archives Portal is providing archival information services that meet users' information needs and to suggest areas for improvement through digital record curation services. To achieve these objectives, topic analysis and word network analysis were conducted based on search term logs spanning the past eight years. The search quality of the Presidential Archives Portal was evaluated from an accuracy perspective, focusing on areas with high user demand, and recommendations were drawn based on the results of the analysis. As a preliminary study for digital record curation of presidential records, this study is significant because it identifies specific user information needs and quantifies the search quality of archival portal sites to improve user satisfaction.

Motivations and Characteristics of Hashtag Users

  • Kim, Gwon-Il;Jung, Ga Yeon;Song, Ye Ji;Park, Jee-Sun
    • Journal of Fashion Business
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    • v.19 no.6
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    • pp.112-126
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    • 2015
  • In social environments, hashtags have been widely adopted and have become a new form of language for users. The current study attempts to enhance our understanding of users and their motivations to use hashtags when posting fashion-related information. Specifically, this study examines whether user characteristics (fashion leadership, conspicuousness) influence their motivations to use hashtags (curation, self-presentation, information diffusion), which then leads to behavioral intentions to continue to use hashtags and recommend the same to others. An online survey was administered to test our research questions. A total of 136 consumers in their 20s, 30s, and 40s living in Korea were used for data analysis. Structural equation modeling was conducted, which revealed that fashion leadership and conspicuousness had a positive impact on users' motivations of curation, self-presentation, and information diffusion. Motivations of self-presentation and information diffusions were found to affect users' behavioral intentions while curation had no significant impact. Practical implications are presented.

A Study on Development of New Content Selection Indicators for Digital Curation Platform (디지털 큐레이션 플랫폼을 위한 신규 학술 콘텐츠 선정 지표 개발에 관한 연구)

  • Seok-Hyoung Lee;Kangsandajung Lee;Jayhoon Kim;Hyejin Lee
    • Journal of the Korean Society for Library and Information Science
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    • v.58 no.3
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    • pp.193-216
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    • 2024
  • Academic information providers are working on developing and establishing new types of content in response to the diverse academic content needs of researchers. To efficiently build and manage a wide range of content, these institutions are establishing digital curation platforms. These platforms apply digital transformation technologies to automate the collection, construction, and management of academic content, supporting researchers' activities by providing necessary content. To operate these platforms efficiently, it is essential to establish criteria that can effectively address the diverse content needs of users. We developed indicators for selecting new content and applied these selection priorities on a trial basis to the digital curation platform. The indicators for new content selection include content value, user demand and satisfaction, and the ease and efficiency of content collection, construction, and management. These indicators can be utilized during the acquisition and selection stages of the digital resource lifecycle.

Functions and Characteristics of Public Library Theme Collection: Focusing on the User-centered Classification Perspective (공공도서관 테마 컬렉션의 기능과 특성 - 이용자 중심 분류의 관점에서 -)

  • Baek, Ji-Won
    • Journal of the Korean Society for Library and Information Science
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    • v.52 no.4
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    • pp.51-69
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    • 2018
  • The purpose of this study is to analyze the potential use of the theme collection as a new classification method that reflects the interest of users in terms of classification and categorization. For this purpose, the background of the theme collection was identified based on the discussion of the library resource organization and the introduction of the curation service of bookstore. In addition, based on case analysis, which is building the theme collection, concrete concepts and characteristics of theme collection are derived. Based on the above discussion, the classification and categorization characteristics of public library themes collections were analyzed, and the characteristics and functions as a classification were compared with other categories relatively. Finally, the utility and applicability of the theme collection is presented and it is based on the discussions about the user-centered classification system design of the library in the future.

Curation Service to Improve User's Access to National R & D Information : Focusing on Issues R&D Service (사용자의 국가 R&D 정보 이용 접근성 향상을 위한 큐레이션 서비스 : 이슈로 보는 R&D 사례를 중심으로)

  • Yu, Eun-ji;Choi, Kwang-Nam;Hwang, Youna
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.1-10
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    • 2020
  • National R & D data covers information in all fields from basic science research to industrialization, but it is expressed in technical terms, which make it difficult for the public to use. Accordingly, NTIS developed and launched the data curation service 'R&D issue service', which selects national R&D information on national and social issues and provides them to the public. Therefore, this study aims to analyze the effect of a data curation service on NTIS users' access to R&D data and suggest how to develop the curation service. The R&D issue service extracts issue from the news article and provide related national R&D projects, achievements and major research institute. All raw data used for the service are open to the public, organized in a report format and provided as PDF files. In addition, automative process is developed for all NTIS users to make individual issue packaging like administrator. The results show that 'R&D issue service' launching increases users' access and convenience to R&D data related to major issues, and the number of page views of users increased after the service was opened.

A Study on the Image Types and User's Preference on Image-based Fashion Curation of Domestic and Foreign SPA Brands (국내·외 SPA 브랜드의 이미지 기반 패션 큐레이션 이미지 유형 및 이용자의 이미지 선호에 관한 연구)

  • Kim, Ji U;Oh, Kyung Wha
    • Fashion & Textile Research Journal
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    • v.18 no.4
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    • pp.477-488
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    • 2016
  • This study classified and analyzed the types of images posted on official accounts operated by domestic and foreign SPA brands on Instagram and Pinterest, which are image-based fashion curations, and performed a survey on preferred image types in the fashion curations of SPA brands. It aims to induce active apparel purchasing behavior of consumers through the suggestion of image types about fashion curations for effective communication between fashion brands and consumers. The survey to targets the 20s and 30s was carried out from October 23, 2015 until November 22 and conducted factor analysis, paired t-test. The above images were classified into four types based on previous studies: product images, brand images, lifestyle images, multiple images. The results of the survey were also divided into four factors in line with the classification of image types. Generally, foreign SPA brands(H&M, Uniqlo, Zara) used image-based fashion curation services more frequently than domestic SPA brands(8Seconds, Mixxo, Spao, Tngt). The analysis of image types in the fashion curations of SPA brands showed that product images accounted for the highest proportion of images used in the official accounts of SPA brands. However, the comparison of averages on the preferred image types of survey respondents showed that the users who had once visited the official accounts of SPA brands on Instagram and Pinterest preferred in the order of lifestyle information > product information > brand information > multiple information provided by SPA brands, which was statistically significant.

Development of Personalized Media Contents Curation System based on Emotional Information (감성 정보 기반 맞춤형 미디어콘텐츠 큐레이션 시스템 개발)

  • Im, Ji-Hui;Chang, Du-Seong;Choe, Ho-Seop;Ock, Cheol-Young
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.181-191
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    • 2016
  • We analyzed the search word of the media content in the IPTV service, and as a result we found that an important factor is general meta information as well as content(material, plot, etc.) and emotion information in the media content selection criteria of customers. Therefore, in this research, in order to efficiently provide various media contents of IPTV to users, we designed the emotion classification system for utilizing the emotion information of the media content. Next, we proposed 'personalized media contents curation system based on emotion information' for organizing the media contents, through the various processing steps. Finally, to demonstrate the effectiveness of this system, we conducted a user satisfaction survey(72.0 points). In addition, the results of comparing the results based on popularity and the results of the proposed system showed that the ratio leading to the actual users' viewing behavior was 10 times higher.

A Study on Profile Design of Customized Sports Content Curation System for Activating Daily Sports (생활 스포츠 활성화를 위한 맞춤형 스포츠 콘텐츠 큐레이션 시스템의 프로파일 설계 연구)

  • Lee, Su-min;Lee, Hyun-ho;Lee, Jae-dong;Lee, Won-jin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.852-853
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    • 2016
  • In this paper, we propose a profile design of customized sports content curation system for activating daily sports. The proposed profile is a system that recommends sports convergence contents in everyday life tailored to the characteristics of profile in terms of the individual and team. Especially, the proposed profile is designed as the static profile that is changed depending on the user's feedback. The proposed design of profile design are to improve the happiness and health of individuals, it is expected to contribute the new service model development of in the field of Sport for All.

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