• 통합자연과학논문집
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• 제14권2호
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• pp.35-40
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• 2021

In this paper, we proposed a multi-subject-level sentiment analysis model for user reviews using the Latent Dirichlet Allocation (LDA) method targeting user-generated content (UGC). Data were collected from users' online reviews of hotels in major tourist cities in the world, and 30 hotel-related topics were extracted using the entire user reviews through the LDA technique. Six major hotel-related themes (Cleanliness, Location, Rooms, Service, Sleep Quality, and Value) were selected from the extracted themes, and emotions were evaluated for sentences corresponding to six themes in each user review in the proposed sentiment analysis model. Sentiment was analyzed using a dictionary. In addition, the performance of the proposed sentiment analysis model was evaluated by comparing the emotional values for each subject in the user reviews and the detailed scores evaluated by the user directly for each hotel attribute. As a result of analyzing the values of accuracy and recall of the proposed sentiment analysis model, it was analyzed that the efficiency was high.

• 한국통신학회논문지
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• 제25권5B호
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• pp.879-888
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• 2000

본 논문에서는 데이터 서비스를 위해 멀티코드 방식을 채택한 IS-95 CDMA 시스템의 순방향 링크 성능를 이론분석과 시뮬레이션을 통해 얻어낸다. AWGN, 다중사용자간섭, 다중경로간섭, 그리고 다중경로 페이딩이 존재하는 채널을 고려하였으며, 다중경로 채널은 TDL(Tapped Delay Line) 모델을 적용하였다. 실제적인 성능분석을 위해 왈쉬코드와 M계열 PN 코드가 연접된 IS-95B CDMA 시스템의 성능을 분석하였다. 음성 활성화율, 음성/데이터 사용자의 요구 SNR, 멀티코드 수, 음성/데이터 사용자 수 등을 파라미터로 하여 Qos를 만족시키는 음성/데이터 서비스에 대한 BER 성능을 구하고 음성 사용자에 대한 최대 용량을 정량적으로 분석하였다. 결과에 의하면, IS-95B 순방향 시스템에서 음성 사용자의 최대 용량이 38명일 때 데이터 사용자가 1명인 경우와 4명인 경우에 멀티코드 수를 하나씩 감소시킴에 따라 음성 사용자의 용량은 각각 5.5%, 22.3%씩 증가하였다. 따라서, 채널 환경과 트래픽 특성에 따라 데이터 사용자에게 할당되는 멀티코드 수와 요구 QoS를 제어함으로써 IS-95B CDMA 시스템에서 수용할 수 있는 최대 사용자 수를 증대시킬 수 있다.

• 품질경영학회지
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• 제33권3호
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• pp.59-70
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• 2005

The purpose of this research is to identify the impact of trust on user acceptance of mobile banking and to identify if causalities among these factors are different between Internet and mobile banking. To test this model, this research applies the technology acceptance model(TAM) that incorporates trust. Additionally, this research use structural equation modeling to test the model and examine cross-group differences using a multi-group comparison method. The empirical results indicate that all path is significant expect the path from trust to intention to use. The results of a multi-group comparison test indicated that the path from trust to attitude, from trust to intention to use, from perceived usefulness to attitude and from perceived to intention to use are different between Internet and mobile banking.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권1호
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• pp.117-135
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• 2016

Performance enhancement is one of the most important issues in high performance distributed computing systems. In such computing systems, online users submit their jobs anytime and anywhere to a set of dynamic resources. Jobs arrival and processes execution times are stochastic. The performance of a distributed computing system can be improved by using an effective load balancing strategy to redistribute the user tasks among computing resources for efficient utilization. This paper presents a multi-class load balancing strategy that balances different classes of user tasks on multiple heterogeneous computing nodes to minimize the per-class mean response time. For a wide range of system parameters, the performance of the proposed multi-class load balancing strategy is compared with that of the random distribution load balancing, and uniform distribution load balancing strategies using simulation. The results show that, the proposed strategy outperforms the other two studied strategies in terms of average task response time, and average computing nodes utilization.

• 한국CDE학회논문집
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• 제11권3호
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• pp.172-182
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• 2006

This paper presents a method to convert 3D CAD model to an appropriate analysis model using wrap-around, smooth-out and thinning operators that have been originally developed to realize the multi-resolution modeling. Wrap-around and smooth-out operators are used to simplify 3D model, and thinning operator is to reduce the dimension of a target object with simultaneously decomposing the simplified 3D model to 1D or 2D shapes. By using the simplification and dimension-reduction operations in an appropriate way, the user can generate an analysis model that matches specific applications. The advantage of this method is that the user can create optimized analysis models of various simplification levels by selecting appropriate number of detailed features and removing them.

• 한국정보시스템학회지:정보시스템연구
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• 제18권3호
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• pp.327-349
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• 2009

Traditional keyword-based searching methods suffer from low accuracy and high complexity due to the rapid growth in the amount of information. Accordingly, many researchers attempt to implement a so-called semantic search which is based on the semantics of the user's query. Semantic information can be described using a semantic modeling language, such as Topic Map. In this paper, we propose a new method to map a topic map to a traditional Relational Database (RDB) without any information loss. Although there have been a few attempts to map topic maps to RDB, they have paid scant attention to handling multi-role topics. In this paper, we propose a new storage structure to map multi-role topics to traditional RDB. The proposed structure consists of a mapping table, role tables, and content tables. Additionally, we devise a query translator to convert a user's query to one appropriate to the proposed structure.

• 한국실내디자인학회:학술대회논문집
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• 한국실내디자인학회 1999년도 춘계학술발표대회 논문집
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• pp.133-136
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• 1999

This study intends to develop an evaluation model which could be used as an effective tool for criticizing the model house of multi-family housing. The evaluation model has been developed based on the theoretical framework suggested by previous results of research related on hosing design, which comprises the following four components: 1) the paradigm of future home and life-style, 2) marketing effects of housing developer, 3) goals and principles of housing design, and 4) results of user-preference study. In this study, an evaluation model was suggested as a preliminary form which would be modified in detail after series of tests in the field. The evaluation model will be used provide standardized criteria for the quality of model houses, and eventually help to improve the quality of multi-family housing design by balanced information from theorist, user and developer.

• 한국지능시스템학회:학술대회논문집
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• 한국지능시스템학회 2008년도 춘계학술대회 학술발표회 논문집
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• pp.179-182
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• 2008

웹의 방대한 데이터에서 사용자에게 유용한 정보를 제공하기 위하여 다양한 연구가 시도되고 있다. 웹 사용 마이닝은 웹 사용자의 로그 정보를 기반으로 웹페이지를 평가할 수 있는 유용한 방법이다. 하지만 웹 사용 마이닝을 이용한 웹 페이지 평가에는 사용자들의 다양한 성향 패턴을 무시한 일괄적인 모델을 생성하는데 주를 이루고 있다. 본 논문은 사용자 관심 키워드에 대한 웹 페이지 사용 정보를 수집하고 분석하여 멀티 컨셉 네트워크(Multi Concept Network : MC-Net)를 생성한다. MC-Net은 사용자 관심 키워드에 기반한 다양한 성향 정보에 따른 웹 페이지 연결망을 제공한다. 생성된 MC-Net은 웹 페이지 추천을 위하여 유용하게 사용할 수 있으며, 실험을 통하여 제안하는 방법의 유효함을 확인하였다.

• 한국정밀공학회지
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• 제16권5호통권98호
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• pp.112-123
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• 1999

Virtual reality is becoming a powerful tool for various applications such as training, entertainment, surgery, tele-robotics etc. One potential use for virtual reality is to allow several users to interact in a single virtual environment, for example several students sitting in front of different computers connected over a network. In this paper, we present a loosely coupled architecture of haptic display in the multi-user virtual world. The method of controlling haptic devices as well as the way of configuring individual haptic display system are addressed. We will develop an experimental virtual reality system for two remote users and conclude with an experimental work for the task of a multi-player ping-pong and grasping of a common object.

• 한국통신학회논문지
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• 제24권7A호
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• pp.939-946
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• 1999

다중 사용자 환경의 이동통신 시스템에서 채널의 사용효율을 높이기 위해 학습 신호열을 사용하지 않고 채널을 추정할 수 있는 블라인드 채널 추정기법을 제안한다. 제안한 기법은 수신신호의 2차 통계특성과 부공간 개념을 이용하여 사용자들의 확산코드를 제외한 실제 물리적인 통신 채널만을 추정함으로써 계산량을 줄일 수 있는 장점을 가지고 있다. 모든 사용자들의 채널을 추정하기 위해 다중 채널 모델을 사용하여 비동기 DS-CDMA 시스템에서의 블라인드 기법을 유도하고 모의 실험을 통해 기존 방법에 비해 매우 적은 계산량을 요구하면서 비슷한 성능을 보임을 확인할 수 있었다.