• 패션비즈니스
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• 제27권3호
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• pp.50-62
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• 2023

The e-commerce fashion market has experienced a remarkable growth, leading to an overwhelming availability of shared information and numerous choices for users. In light of this, chatbots have emerged as a promising technological solution to enhance personalized services in this context. This study aimed to develop user-product attributes for a chatbot-based personalized fashion recommendation service using big data text mining techniques. To accomplish this, over one million consumer reviews from Coupang, an e-commerce platform, were collected and analyzed using frequency analyses to identify the upper-level attributes of users and products. Attribute terms were then assigned to each user-product attribute, including user body shape (body proportion, BMI), user needs (functional, expressive, aesthetic), user TPO (time, place, occasion), product design elements (fit, color, material, detail), product size (label, measurement), and product care (laundry, maintenance). The classification of user-product attributes was found to be applicable to the knowledge graph of the Conversational Path Reasoning model. A testing environment was established to evaluate the usefulness of attributes based on real e-commerce users and purchased product information. This study is significant in proposing a new research methodology in the field of Fashion Informatics for constructing the knowledge base of a chatbot based on text mining analysis. The proposed research methodology is expected to enhance fashion technology and improve personalized fashion recommendation service and user experience with a chatbot in the e-commerce market.

• 산경연구논집
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• 제10권3호
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• pp.59-72
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• 2019

Purpose - Blockchain technology, which has the characteristics of credibility, security, integrity and decentralization, has brought innovation to internet platforms that mediate peer to peer transactions, as well as changes to the contents distribution services. Blockchain-based copyright distribution platforms can solve problems which have been articulated on prior internet social networks: increased market dominance of platform business because of centralization with no reward to creators who upload on platforms, and lack of fairness, such as unfair profit distribution between the copyright holder and businesses. With this background, the current research confirmed the factors that affect the intention of usage and behaviors, targeting potential users of blockchain-based copyright distribution platforms. Research design, data, and methodology - Centered around the UTAUT2 Model, the research model was designed with 'Perceived Security' added as Construct, and 'Age' and 'Knowledge Level' added as moderating variables. For data, 607 responses were collected by an online survey, and 601 responses were included in the final analysis. We analyzed the research model and sample by using SPSS 23.0 and AMOS 23.0 on the collected responses. Results - First, results of research on whether Constructs make positive effects on Intention of use is: social influence, facilitating conditions, habit, and perceived security had positive effects on intention of use, and performance expectancy, effort expectancy, hedonic motivation, and economic value did not. Second, results of the research on whether facilitating condition, habit, and intention of use made an impact on using behaviors, it was shown that only habit and intention of use made positive effects. Third, in two groups divided by age above or under 40, group effort expectancy, intention of use, habit, and intention of use had controlling effects, and facilitating condition, intention of use, perceived security, and intention of use had effects in both groups. Conclusions - The research shows that no matter how great a blockchain-based platform is, if advantages of blockchain are not proved in various industries and utilized in real life like the internet, blockchain-based distribution systems will develop slowly. Rather than a short-term inducement emphasizing technology, there is a need for a strategic approach that can foster the environment.

• 대한지구과학교육학회지
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• 제15권1호
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• pp.47-61
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• 2022

이 연구에서는 한국지질자원연구원에서 제공하는 빅데이터 플랫폼의 지오빅데이터를 토대로 가상현실 지질자료를 개발하고 이 자료를 중심으로 학생들이 직접 주제를 선정하고, 이에 대한 가상현실 자료를 개발하는 원격수업을 운영하였으며, 이에 대한 수업의 효과를 알아보았다. 따라서 지오빅데이터에서 제공하는 지질 주제도는 실제 한국의 지질노두를 가상현실을 바탕으로 재구성하여 수업자료를 제작하였고, 지형정보 데이터는 원격수업을 위한 자료 제작을 위해 활용하였다. 연구대상으로 무선표집에 의해 20명의 학생들을 선정하였고 가상현실 지질자료 개발의 원격수업에 대한 학생들의 인식의 변화 및 수업의 효과를 확인하기 위해 인터뷰를 포함한 설문조사를 실시하여 자료를 수집하고, 귀납적 범주화를 통해 자료를 분석하였다. 이 연구의 결과는 다음과 같다. 첫째, 가상현실 지질자료 개발 원격수업에 대한 흥미도, 활용도 및 지식활용도에서 학생들은 긍정적인 수업반응을 나타내었다. 이는 가상현실을 활용한 수업이 학생들에게 동기를 부여하고, 의사소통을 위한 협력을 유발하여 고정된 틀에서 벗어나 다양하고 융통성 있는 학습의 적응성을 나타낸 결과이다. 둘째, 가상현실 지질자료 개발의 원격수업에 대해 학생들은 '현실감 있는 체험 학습 과정', '동기유발에 의한 몰입감 있는 학습 과정', '지구과학 분야 지식 습득의 학습 과정'으로 인식하였다.

• 반도체디스플레이기술학회지
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• 제14권3호
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• pp.67-72
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• 2015

This paper proposes an object tracking system based on keypoints using homography in mobile environments. The proposed system is based on markerless tracking, and there are four modules which are recognition, tracking, detecting and learning module. Recognition module detects and identifies an object to be matched on current frame correspond to the database using LSH through SURF, and then this module generates a standard object information. Tracking module tracks an object using homography information that generate by being matched on the learned object keypoints to the current object keypoints. Then update the window included the object for defining object's pose. Detecting module finds out the object based on having the best possible knowledge available among the learned objects information, when the system fails to track. The experimental results show that the proposed system is able to recognize and track objects with updating object's pose for the use of mobile platform.

• Journal of Information Processing Systems
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• 제8권3호
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• pp.521-538
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• 2012

As the knowledge society matures, not only distant, but also off-line universities are trying to provide learners with on-line educational contents. Particularly, high effectiveness of mobile devices for e-Learning has been demonstrated by the university sector, which uses distant learning that is based on blended learning. In this paper, we analyzed previous m-Learning scenarios and future technology prospects. Based on the proposed m-Learning scenario, we designed cellular phone-based educational contents and service structure, implemented m-Learning system, and analyzed m-Learning service satisfaction. The design principles of the m-Learning service are 1) to provide learners with m-Learning environment with both cellular phones and desktop computers; 2) to serve announcements, discussion boards, Q&A boards, course materials, and exercises on cellular phones and desktop computers; and 3) to serve learning activities like the reviewing of full lectures, discussions, and writing term papers using desktop computers and cellular phones. The m-Learning service was developed on a cellular phone that supports H.264 codex in 3G communication technology. Some of the functions of the m-Learning design principles are implemented in a 3G cellular phone. The contents of lectures are provided in the forms of video, text, audio, and video with text. One-way educational contents are complemented by exercises (quizzes).

• 한국정보전자통신기술학회논문지
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• 제13권6호
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• pp.611-618
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• 2020

본 논문에서는 사람과 상호작용이 가능한 소셜 로봇에서 구동할 수 있는 스피드 퀴즈 콘텐츠의 설계 및 구현 방법을 제안하고, 구현을 위해 필요한 지능 모듈을 개발하는 방법을 제시한다. 또한, 지능 모듈 블록들을 배치하고 연결하여 맵을 구성하는 과정을 통해 스피드 퀴즈 콘텐츠를 구현하는 방법을 제안한다. 최근 소프트웨어 교육이 의무화되고 프로그래밍에 대한 관심이 높아지고 있다. 하지만 프로그래밍은 프로그래밍 언어에 대한 기초 지식이 없는 학생들이 바로 접근하는 데에는 어려움이 따라, 초심자에게 적합한 블록형 프로그래밍 플랫폼에 대한 관심이 커지고 있다. 본 논문에서 사용한 블록형 프로그래밍 플랫폼은 사람과 로봇과의 상호작용을 지원하여 즉각적이고 직관적인 프로그래밍이 가능한 플랫폼이다. 본 논문에서는 스피드 퀴즈 콘텐츠를 위해 구현한 지능 모듈을 블록형 프로그래밍 플랫폼 내에서 블록화하여 사용하였다. 본 논문에서 제안하는 스피드 퀴즈 콘텐츠의 시나리오를 구현하기 위해 총 3가지의 이미지 기반 인공지능 모듈을 구현한다. 지능 모듈 외에도 다양한 기능 블록을 배치함으로써 스피드 퀴즈 콘텐츠를 구현하였다. 본 논문에서는 스피드 퀴즈 콘텐츠 시나리오를 설계한 방법과 이를 위한 지능 모듈을 구현한 방식을 제안한다.

• Genomics & Informatics
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• 제5권3호
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• pp.133-136
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• 2007

The Gene Set network viewer (GSnet) visualizes the functional enrichment of a given gene set with a protein interaction network and is implemented as a plug-in for the Cytoscape platform. The functional enrichment of a given gene set is calculated using a hypergeometric test based on the Gene Ontology annotation. The protein interaction network is estimated using public data. Set operations allow a complex protein interaction network to be decomposed into a functionally-enriched module of interest. GSnet provides a new framework for gene set analysis by integrating a priori knowledge of a biological network with functional enrichment analysis.

• 대한전기학회논문지:시스템및제어부문D
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• 제54권3호
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• pp.141-147
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• 2005

In the field of electrical industry, embedded computing environment including hardware and software is getting more important as the industry shifts to the knowledge-based one. Java could play a great role as bridging technology in such a transition because it provides a lot of benefits like dynamic application download, compatibility of cross platform, and its own security solution. However, the Java technology has a limitation of real-time problem when it is applied to the embedded computing system of the electrical industry. To solve the problem, a novel java-native combination model has been proposed and designed to a firmware level. This scheme has been employed in four kinds of control boards. The result shows that the proposed model has great potential to implement the real-time processing in control of the devices.

• Advances in Computational Design
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• 제3권4호
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• pp.367-384
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• 2018

The consideration of constructability issues at the design stage can lead to improved construction performance with smooth project delivery and savings in time and money. Empirical studies demonstrate the value obtained by integrating construction knowledge with the building design process, and its benefits for owners, contractors and designers. However, it is still a challenge to implement the concept into current design practice. There is a need for a decision support tool to aid designers in reviewing their design constructability, deploying current technological tools, such as BIM. Such tools are beneficial at the conceptual design stage when there is a room to improve the design significantly with less incurred cost. This research investigates how current process- and object-oriented models can be used to assess design constructability. It proposes a BIM-based model using embedded information within the design environment to conduct the assessment. The modelling framework is demonstrated in four key parts; namely, the conceptual design model, the constructability assessment model, the assessment process model and the decision-making phase. Each is associated with a set of components and functions that contribute towards the targeted constructability assessment outcomes. The proposed framework is the first to combine a numerical assessment system and a rule-based system, allowing for both quantitative and qualitative approaches. The modelling framework and its implementation through a prototype are described in this paper. It is believed that this framework is the first to enable users to transfer their construction knowledge and experience directly into a design platform linked to BIM models. The assessment criteria can be customised by the users who can reflect their own constructability preferences into various specialised profiles that can be added to the constructability assessment model. It also allows for the integration of the assessment process with the design phase, facilitating the optimisation of constructability performance from the early design stage.

• 한국기록관리학회지
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• 제19권4호
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• pp.63-86
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• 2019

기존의 사이트와 달리 유네스코는 상대적으로 이미 좋은 이용자 인터페이스를 가지고 있음은 분명하다. 그러나 이용자가 기록물을 활용하면서 지혜롭게 선택 활용하는 이용자 중심형 지식 큐레이팅을 할 수 있는 구조로는 되어 있지 않다. 이용자 개개인이 이러한 혜택을 누릴수 있게 하려면 미리 시스템 측면에서 구조를 달리 표현해야만 가능하다. 현재의 거의 모든 정보시스템은 의미정보, 맥락정보와 함께 우리 마음속에서 만들어지는 생각의 다양한 연결고리를 무시한 채 만들어져 있다. 이용자가 생각함직한 것을 미리 모델링하고 그 모델링을 바탕으로 이용자들이 쉽게 활용할 수 있는 이용자 중심형 인터페이스가 필요하다. 이를 위해서는 시맨틱 기술 기반의 새로운 구조론이 요구된다. 따라서 본 연구에서는 이러한 구조론에 기반한 관계형 패싯 네비게이션이 적용되는 이용자 인터페이스 구현을 위해 이론적이고 실용적인 모델 제안에 이어 프로토타입 수준의 실제 아카이브를 구축해 보았다.