• Proceedings of the Korea Information Processing Society Conference
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• 2011.11a
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• pp.1256-1257
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• 2011

온라인 사회연결망의 신뢰 관계를 활용한 양질의 서비스를 개발하기 위해서는 신뢰 관계가 존재하지 않는 사용자들 간의 신뢰 관계를 예측할 수 있는 모델에 대한 연구가 필요하다. 신뢰 관계 예측 모델의 정확도를 향상시키기 위해서는 사용자 인정 기준을 통해 대상 사용자를 선정할 필요가 있다. 본 논문에서는 사용자 인정 기준 변화에 따른 신뢰 관계 예측의 정확도 변화를 분석하여 사용자 인정 기준을 강화하여 신뢰 예측 결과의 정확도를 향상시킬 수 있음을 보인다. 본 연구의 결과가 최적의 사용자 인정 기준을 찾기 위한 실마리를 제공할 수 있을 것으로 기대한다.

• Proceedings of the Korean Information Science Society Conference
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• 1999.10b
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• pp.321-323
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• 1999

본 논문에서는 사용자가 자신이 연구하고 있는 분야에 관련된 웹 문서를 스스로 찾아서 보여 주는 PReA 시스템을 구현한다. 사용자의 성향을 파악하기 위해서 미리 작성된 서지 정보데이터를 사용자가 사용하는 것을 관찰하여 사용자 모델 신경회로망을 구축한다. 사용자 모델 신경회로망은 단어의 부하와 단어 사이의 부하로 구성되어 있어서 사용자의 정보 요구의 의미를 나타낼 수 가 있다. 사용자 모델 신경회로망을 기반으로 질의어를 생성하고 웹문서를 검색하며 검색된 문서에 대해 순위를 정한다. 순위가 정해진 문서중 사용자가 선택한 문서와 선택하지 않은 문서는 각각 사용자 모델 신경회로망을 학습하는데 쓰이게 되며 오랜 시간 동안 사용함에 따라 회로망은 사용자의 성향에 적응하게 되어 보다 정확한 검색을 수행하게 된다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• v.9 no.2
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• pp.993-996
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• 2005

본 논문에서는 동일한 분야의 검색된 문서가 갖는 하나의 성향을 중심으로 문서들 자체가 가지고 있는 관계성을 분석하여 용어의 가중치를 결정하였다. 그리고 사용자의 관심분야와 선호도를 적절히 표현하기 위하여 질의가 아닌 사용자 프로파일을 구축하여 이용하였다. 사용자 프로파일은 관심 분야별로 용어열과 선호도 벡터로 구성하고, ‘사용자접근에 의한 갱신’, ‘사용자 프로파일을 이용한 갱신’ 방법을 이용하여 사용자 프로파일을 사용자 위주로 학습시킨다. ‘사용자 접근에 의한 갱신’ 방법은 주제 분야에 대한 지식이 있는 경우에 적용할 수 있는 방법으로서 실험 결과, 사용자 프로파일이사용자의 선호도를 제대로 표현하기까지의 갱신 회수를 상당히 감소시킬 수 있었다. ‘사용자 프로파일을 이용한 갱신’ 방법은 갱신초기에 수행하는 방법으로서 선호도 값의 차이를 명확히 해주는 결과를 가져온다.

• Proceedings of the Korea Information Processing Society Conference
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• 2018.05a
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• pp.479-480
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• 2018

최근 무인항공기(Unmanned Aerial Vehicle, UAV)에 부착된 카메라로 사용자를 촬영함으로써 레저 및 여행 중 영상을 기록하기 위해 활용하고 있다. UAV에 부착된 카메라로 사용자를 촬영하기 위해 사용자가 직접 조종하거나 NUI/NUX 기술을 활용한다. UAV가 비행해야 되는 비행경로를 미리 설정하거나 단일 사용자를 추적해서 자동적으로 UAV가 비행하며 UAV에 부착된 카메라로 단일 사용자 중심으로 촬영한다. 하지만 레저 및 여행 중 영상을 기록하는 과정에서 단일 사용자 중심이 아니라 복수의 사용자를 고려하여 촬영해야 되는 경우가 있다. UAV가 복수의 사용자 위치를 고려하여 복수의 사용자를 촬영하는 시스템이 필요하다. 본 논문에서는 복수의 사용자를 촬영하기 위한 촬영 시스템을 설계한다. 촬영 시스템은 복수의 사용자 위치의 변화를 기반으로 UAV를 제어한다.

• Journal of the Institute of Electronics Engineers of Korea TC
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• v.49 no.8
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• pp.39-45
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• 2012

This paper investigates the capacity for the secondary user with the primary full duplex relay (FDR) network in spectrum sharing systems. For sharing the spectrum of the primary user, sharing scheme under the various primary network should be investigated. However, the conventional works only consider the point-to-point primary communication system. When the FDR node is used for the primary networks, both primary relay and destination suffer the interference from the secondary transmitter simultaneously. Thus, the strict interference constraint should be considered to share the spectrum of the primary user. Therefore, we investigate the capacity of the secondary user with the primary FDR network under the average and peak received-power constraints. In addition, we analyze the performance degradation by the selection of the worst interference channels to consider interference constraint in this system. Through the numerical results, the capacities of the primary and secondary users under the average received-power is superior to the that under the peak received-power constraint.

• Journal of the Korea Society of Computer and Information
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• v.14 no.1
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• pp.1-8
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• 2009

Learning user's preference is a key issue in intelligent system such as personalized service. The study on user preference model has adapted simple user preference model, which determines a set of preferred keywords or topic, and weights to each target. In this paper, we recommend multi-perspective user preference model that factors sentiment information in the model. Based on the topicality and sentimental information processed using natural language processing techniques, it learns a user's preference. To handle timc-variant nature of user preference, user preference is calculated by session, short-term and long term. User evaluation is used to validate the effect of user preference teaming and it shows 86.52%, 86.28%, 87.22% of accuracy for topic interest, keyword interest, and keyword favorableness.

• Journal of Digital Convergence
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• v.14 no.10
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• pp.393-398
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• 2016

Stock information applications allow users to look up and find current stock information whenever and wherever. This study researched what kind of user experience the finance experts get when using these applications and what they suggest. The research was conducted through an in-depth interview of 8 finance experts, who worked minimum of three years, and used both Kakao Stock and JeungGwon Tong, the most used stock information applications, for a minimum duration of six months. The results show the user experience of Kakao Stock rated a bit higher than JeungGwon Tong. Since the objective of such applications are to show stock informations, the experts all rated the pleasurable and meaningful aspects rather low. They suggested, the developers should provide a more advanced and accurate information. They also suggested user interest recognized content be presented along with more convenient user interface to elevate usability. Hopefully, this study becomes a base to further study of user experience of various on and offline stock information services and they become a reference to develop a service with great user experience.

• Journal of the HCI Society of Korea
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• v.12 no.4
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• pp.57-64
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• 2017

The user-centered design paradigm shift and the emergence of user-experience design have also increased the importance of user experience with products and services in specific spaces. In addition, with the advent of IoT services, new changes in the future work environment are expected. This study aims to propose a new user experience design considering the context of future work space. First of all, we examined the concept and nature of IoT, and defined various factors that affect the future work environment and grasped the relation of each element. Next, user research in the current work environment was conducted to identify the context that affects the behavior of users in various types of work environments, and to insight the possibility of a new user experience in the future work environment. Based on the above analysis and insights, various context models for a new future work environment were constructed, and UX models and UX scenarios and alternatives were presented. This study will contribute to the diversity of UX design research by expanding the viewpoint of UX design from device to space and context, and it will contribute to the collaborative research with space design and service design, also interdisciplinary research with IoT service related field.

• The Journal of the Korea institute of electronic communication sciences
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• v.7 no.5
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• pp.1087-1093
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• 2012

The effect of the user experience of smart phone on satisfaction. This research is to study the effect of the user experience factors of smart phone on customer satisfaction. User experience factors represent Usefulness, Usability, Affect and Brand images, based on antecedent literatures. And The targets of this study is 95 people in using S's company and 90 people in using A's company. As a result of this research, practicality(47.7%), offline issues(28.8%), usability(18.0%), aesthetics(17.6%) are identified for the effect of user experience on satisfaction. Most of the smart phone designer should consider that usefulness and affect are key factors, when they are designed for user-friendly in that they increase user satisfaction. In terms of these, we suggest that the fact that S's affect doesn't have effect on satisfaction is an urgent need for improvement.

• Journal of the Korea Convergence Society
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• v.11 no.7
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• pp.79-87
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• 2020

The environmental problems caused by food waste have been a steady social issue, and the severity of the problem emerged as the 2013 London Convention banned the marine emissions of waste water. The government implemented measures related to food waste, but prior studies showed that it lacked continuity and lacked strategies for each area of occurrence, and emphasized that citizens' participation is important to implement effective reduction policies. Therefore, this study proposed a food waste disposal machine through user experience analysis as a way to induce civic participation. To this end, the design development direction was outlined in this study after the pre-research and user survey stages through FGI and user journey maps. Based on this, the proposed treatment machine facilitates the frequent discharge of waste and simplifies the process of food waste in the home. In addition, the moment of direct contact between the user and waste is only the point at which the waste is released to the handler, thereby minimizing the negative experience the user has experienced.