• Proceedings of the Korean Society of Disaster Information Conference
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• 2022.10a
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• pp.139-140
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• 2022

본 연구는 재난발생 시 현장 상황 판단 및 대응 능력이 현저히 떨어지는 안전취약계층 중 장애인과 노인이 재난정보를 받고 안전하게 대피·대응할 수 있도록 지원하는 시스템의 시범적용에 대한 것이다. 재난정보 전달 및 대피지원 시스템은 재난에 취약한 장애인과 노인이 재난상황에서 각각의 취약 특성을 고려하여 재난 위기상황에 대응하도록 설계 하였으며, 실내 위치측정에 관한 공간정보 표준 및 데이터 구축과 개발한 시스템을 설치하고 구현할 수 있는 실내 공간을 선정하여 시범적으로 적용하였다. 재난정보 및 대피지원 시스템의 시범적용을 위해 선정된 시설의 실내 공간정보 구축 및 현행화를 통해 실내 대피경로를 구축하고, 실제 시범적용을 통해 보완하는 과정을 수행하였다. 장애인·노인 대상 재난정보 전달 및 대피지원 서비스 구축을 위해 실내에서 재난발생 시 재난정보 데이터를 실시간으로 수집하고 스마트폰과 연계할 수 있는 연계 모듈을 개발하였다. 또한 재난정보를 스마트폰에 알릴 수 있는 알람 푸시 모듈, 재난정보 및 대피 안내 모듈과 시각 장애인의 실내 공간 인지를 위한 음성안내 모듈을 개발하였다. 본 연구의 목적은 IoT 기반의 통합관제 기술을 활용하는 서비스 제공을 통해서 정보전달의 사각지대를 해소하고 장애인·노인의 효율적 재난 대응을 위해 맞춤형 재난정보 전달 및 대피지원 서비스를 구축하고 시범적용의 과정을 통해 문제점을 보완하여 최종적으로 재난으로부터 안전취약계층의 안전성을 향상시키는데 목적이 있다.

• Proceedings of the Korea Contents Association Conference
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• 2014.11a
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• pp.261-262
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• 2014

본 연구는 지도, 데이터베이스, 공간분석의 개념을 기반으로 현실공간의 정보를 디지털화하여 실시간 개인 맞춤형 컨텐츠 제공 및 시계열 데이터의 표현을 특징으로 하여 사회 경제 문화 등 모든 분야의 거시 현상을 분석 및 예측하여, 미래창조경제를 선도할 수 있는 '신 패러다임 맵'에 대한 개념을 정립하고 그에 따른 핵심 기술들을 기술한다.

• The Journal of Korean Institute of Information Technology
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• v.16 no.12
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• pp.1-11
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• 2018

Recently, the volume of online shopping market continues to be fast-growing, that is important to provide customized service based on customer behavior evaluation analysis. The existing systems only provide analysis data on the profiles and behaviors of the consumers, and there is a limit to the processing in real time due to disk based mining. There are problems of accuracy and system performance problems to apply existing systems to web services that require real-time processing and analysis. Therefore, The system proposed in this paper analyzes the web click log streams generated in real time to calculate the concentration level of specific products and finds interested customers which are likely to purchase the products, and provides and intensive promotions to interested customers. And we verify the efficiency and accuracy of the proposed system.

• The Mathematical Education
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• v.63 no.2
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• pp.123-138
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• 2024

This study described the utilization of ChatGPT in teaching and students' learning processes for the course "Introductory Mathematics for Artificial Intelligence (Math4AI)" at 'S' University. We developed a customized ChatGPT and presented a learning model in which students supplement their knowledge of the topic at hand by utilizing this model. More specifically, first, students learn the concepts and questions of the course textbook by themselves. Then, for any question they are unsure of, students may submit any questions (keywords or open problem numbers from the textbook) to our own ChatGPT at https://math4ai.solgitmath.com/ to get help. Notably, we optimized ChatGPT and minimized inaccurate information by fully utilizing various types of data related to the subject, such as textbooks, labs, discussion records, and codes at http://matrix.skku.ac.kr/Math4AI-ChatGPT/. In this model, when students have questions while studying the textbook by themselves, they can ask mathematical concepts, keywords, theorems, examples, and problems in natural language through the ChatGPT interface. Our customized ChatGPT then provides the relevant terms, concepts, and sample answers based on previous students' discussions and/or samples of Python or R code that have been used in the discussion. Furthermore, by providing students with real-time, optimized advice based on their level, we can provide personalized education not only for the Math4AI course, but also for any other courses in college math education. The present study, which incorporates our ChatGPT model into the teaching and learning process in the course, shows promising applicability of AI technology to other college math courses (for instance, calculus, linear algebra, discrete mathematics, engineering mathematics, and basic statistics) and in K-12 math education as well as the Lifespan Learning and Continuing Education.

• KIPS Transactions on Software and Data Engineering
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• v.9 no.9
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• pp.267-280
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• 2020

Mirror is a physical reflective surface, typically of glass coated with a metal amalgam, and it is to reflect an image clearly. They are available everywhere anytime and become an essential tool for us to observe our faces and appearances. With the advent of modern software technology, we are motivated to enhance the reflection capability of mirrors with the convenience and intelligence of realtime processing, microservices, and machine learning. In this paper, we present a development of Digital Mirror System that provides the realtime reflection functionality as mirror while providing additional convenience and intelligence including personal information retrieval, public information retrieval, appearance age detection, and emotion detection. Moreover, it provides a multi-model user interface of touch-based, voice-based, and gesture-based. We present our design and discuss how it can be implemented with current technology to deliver the realtime mirror reflection while providing useful information and machine learning intelligence.

• Proceedings of the Korean Information Science Society Conference
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• 2007.10c
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• pp.380-384
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• 2007

최근, 임상연구는 유비쿼터스 헬스케어 서비스를 이용한 환자 개인의 맞춤형 의료 서비스에 관한 연구가 진행되고 있다. 유비쿼터스 헬스케어 서비스 시스템은 원격의 환자를 유무선 네트워킹 기술을 활용하여 "언제 어디서나" 이용 가능한 의료서비스를 제공할 수 있다. 이러한 기술들 덕택에, 의료 서비스가 의료기관 내에서 실-생활 영역으로 공간적인 확대와 특정 질병치료에서 평생 건강관리로 시간적인 확대가 가능해졌다. 본 논문에서는 유비쿼터스 환경에서 환자와 전문의가 실시간으로 상호작용을 통해 최적의 의료서비스 제공할 수 있는 유비쿼터스 헬스케어 서비스 기반의 과민성 방광 환자 관리 시스템을 설계하고 구현하였다.

• KIISE Transactions on Computing Practices
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• v.23 no.1
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• pp.65-73
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• 2017

Advances in Internet of Things Technology lead to the increasing number of daily-life things that are interconnected over the Internet. Also, several smart services are being developed by utilizing the connected things. Among the daily-life things surrounding user, the mirror can supports broad range of functionality and expandable service as it plays various roles in daily-life. Recently, various smart mirrors have been launched in certain places where people with specific goals and interests meet. However, most mirrors give the user limited information. Therefore, we designed and implemented a smart mirror that can support customized service. The proposed smart mirror utilizes information provided by other existing internet services to give user dynamic information as real_time traffic information, news, schedule, weather, etc. It also supports recommendation service based on user usage information.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.30 no.4
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• pp.91-114
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• 2019

This study intends to classify the users by the MBTI personality type and investigate and analyze information resources and services of library preferred by personality type. Towards this end, we have surveyed the K University students on their personality types and preferred resources and services, and also attempted to explore the possibility of providing customized information services of university libraries according to the MBTI personality type based on the results. As a result of the study, it turned out that there was a significant difference in the preference of digital contents type in the analysis of the data type preference and the quadrant type through the analysis of attitude index type from validating the difference between data / information source and service preference according to the MBTI type. The analysis of 16 types of personality also demonstrated a significant difference in the perception of digital contents. Accordingly, In order to provide services for data and digital contents suitable for personality types in university libraries, it should be preceded by collecting MBTI personality type data for users in the library. After that, when a user requests a reference information service from a library, or requests a book or information, it is necessary to provide a form-specific service or provide a content-specific service.

• Proceedings of the Korean Information Science Society Conference
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• 2006.06a
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• pp.334-336
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• 2006

최근 들어 인터넷, 인트라넷을 통해 양질의 동영상 데이터를 네트워크 상으로 실시간 또는 사용자의 요구에 따라 전승해 주는 스트리밍 서비스에 대한 요구가 증가하고 있다. 아울러, 유비쿼터스 환경의 도래와 함께 센싱을 통한 다양한 멀티미디어 서비스의 확장이 이루어지고 있으며, 유/무선 환경에서 사용자의 콘텐트에 대한 요구를 끊김 없이/연속 이동을 통해 볼 수 있는 사용자 맞춤형 서비스가 필요로 되고 있다. 이에 본 논문에서는 센서기기를 연동해서 사용자를 인식하고 양질의 동영상을 사용자의 요구 시점에 이동성을 보장하면서 사용자의 다양한 단말 조건을 인식하여 멀티미디어 서비스를 제공하는 내용을 담고 있다.

• The Journal of Bigdata
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• v.5 no.1
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• pp.29-39
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• 2020

Purpose The atmosphere of respect for individual tastes that have spread throughout society has changed the consumption trend. As a result, the travel industry is also seeing customized travel as a new trend that reflects consumers' personal tastes. In particular, there is a growing interest in 'film-induced tourism', one of the areas of travel industry. We hope to satisfy the individual's motivation for traveling while watching movies with customized travel proposals, which we expect to be a catalyst for the continued development of the 'film-induced tourism industry'. Design/methodology/approach In this study, we implemented a methodology through 'OCR' of extracting and suggesting film location information that viewers want to visit. First, we extract a scene from a movie selected by a user by using 'OpenCV', a real-time image processing library. In addition, we detected the location of characters in the scene image by using 'EAST model', a deep learning-based text area detection model. The detected images are preprocessed by using 'OpenCV built-in function' to increase recognition accuracy. Finally, after converting characters in images into recognizable text using 'Tesseract', an optical character recognition engine, the 'Google Map API' returns actual location information. Significance This research is significant in that it provides personalized tourism content using fourth industrial technology, in addition to existing film tourism. This could be used in the development of film-induced tourism packages with travel agencies in the future. It also implies the possibility of being used for inflow from abroad as well as to abroad.