• Journal of Information Science Theory and Practice
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• 제12권2호
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• pp.64-78
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• 2024

Sentiment analysis is one of the promising approaches for developing a point of interest (POI) recommendation system. It uses natural language processing techniques that deploy expert insights from user-generated content such as reviews and feedback. By applying sentiment polarities (positive, negative, or neutral) associated with each POI, the recommendation system can suggest the most suitable POIs for specific users. The proposed study combines two models for POI recommendation. The first model uses bidirectional long short-term memory (BiLSTM) to predict sentiments and is trained on an election dataset. It is observed that the proposed model outperforms existing models in terms of accuracy (99.52%), precision (99.53%), recall (99.51%), and F1-score (99.52%). Then, this model is used on the Foursquare dataset to predict the class labels. Following this, user and POI embeddings are generated. The next model recommends the top POIs and corresponding coordinates to the user using the LSTM model. Filtered user interest and locations are used to recommend POIs from the Foursquare dataset. The results of our proposed model for the POI recommendation system using sentiment analysis are compared to several state-of-the-art approaches and are found quite affirmative regarding recall (48.5%) and precision (85%). The proposed system can be used for trip advice, group recommendations, and interesting place recommendations to specific users.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2009년도 추계학술발표대회
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• pp.695-696
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• 2009

최근 증가하고 있는 클라우드 컴퓨팅 환경에서는 동일한 하드웨어 플랫폼에서 운용되는 다수의 가상머신들이 악성코드에 감염되어 분산서비스거부 공격을 위한 좀비로 악용될 위험이 있다. 그러나, 기존의 가상머신에 대한 보안 기술은 악성코드 감염에 대해 능동적으로 대응하지 못하는 한계가 있다. 이에 따라 본 논문에서는 Xen 하이퍼바이저를 기반으로 구축된 클라우드 컴퓨팅 환경에서 다수의 가상머신이 악성코드에 감염되는 것을 차단하기 위한 보안 시스템의 설계 방법을 제안한다.

• 한국컴퓨터정보학회논문지
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• 제18권1호
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• pp.1-10
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• 2013

본 논문은3차원레이저레이더(LADAR, Laser Ladar) 영상 생성 시스템 개발을 수행함에 있어, 요구되는 실시간 처리를 구현하기 위해 CPU(Central Processing Unit) 및 GPU(Graphic Processing Unit)의 병렬처리 구조를 설계하는 CUDA(Common Unified Device Architecture) 기반 소프트웨어(SW, Software) 구현 기법에 대하여 설명한다. LADAR 시스템은 레이저 거리정보를 기반으로 3차원 영상을 생성하는 복잡도 높은 시스템으로써, 각 단계별로 많은 량의 처리 자원이 필요하다. 따라서, 한정된 시스템 자원 내에서 이를 실시간으로 처리하기 위해서는 반드시 병렬처리 구조를 설계 및 적용해야 한다. 본 논문에서는, 처리 알고리즘의 단계적 분석을 통해 분할 가능한 작업에 대하여 CUDA GPU로 할당 및 처리를 수행함으로써, 시스템에서 요구하는 실시간 처리를 달성하였으며, 처리 속도 분석을 통해 최대 46%의 처리 속도 향상을 확인할 수 있었다.

• International Journal of Korean Welding Society
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• 제1권2호
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• pp.23-29
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• 2001

In this study, a preview-sensing visual sensor system is constructed far weld seam tracking in GMA welding. The visual sensor system consists of a CCD camera, a diode laser system with a cylindrical lens, and a band-pass-filter to overcome the degrading of image due to spatters and/or arc light. Among the image processing methods, Hough transform method is compared with the central difference method from a viewpoint of the capability for extracting the accurate feature position. As a result, it was revealed that Hough transform method can more accurately extract the feature positions and it can be applied to real time weld seam tracking. Image processing which includes Hough transform method is carried out to extract straight lines that express laser stripe. After extracting the lines, weld joint position and edge points are determined by intersecting the lines. Even though the image includes a spatter trace on it, it is possible to recognize the position of weld joint. Weld seam tracking was precisely implemented with adopting Hough transform method, and it is possible to track the weld seam in the case of offset angle is in the region of $\pm$ $15^{\circ}$.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2014년도 춘계학술대회
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• pp.871-872
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• 2014

이 논문에서는 군집 로봇들이 미로 탈출을 위해 협력하는 방법에 대해 제안한다. 로봇들은 ZIGBEE로 서로 통신할 수 있으나 로봇들의 연산기능이 낮아 중앙제어 시스템이 로봇들에게 명령을 전달한다. 로봇들은 보이지 않는 미로를 탐색하며 지도를 만들기 위해 이동과 같은 정보를 중앙제어 시스템에 전송한다. 중앙제어시스템은 수신된 데이터를 분석하여 미로 탈출을 위한 경로를 찾는다.

• 한국전산구조공학회:학술대회논문집
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• 한국전산구조공학회 1998년도 가을 학술발표회 논문집
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• pp.352-361
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• 1998

The post-processing modules are parts of an integrated system for reinforced concrete structures. This modules are composed of two modules: member design module and calculation report module. The purpose of this paper is to develope modules that increase efficiency and usefulness of an integrated system used reinforced concrete structures design. The development of post-processing modules is necessary for user to design reinforced concrete structures conveniently and quickly. This modules are connected with central database for the benefit of storing amount of input/output data and being used system with little effort. Post-processing modules used Object-Oriented concepts and techniques include identity, classification, polymorphism, and inheritance. Member design module automatically converts no good members into satisfied members by changing section size or reinforcement bar arrangement. This module can be operated both independent member design modules with user input and a part of integrated system with database input. If user operates member design module, calculation report module is created automatically.

• The Korean Journal of Pain
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• 제37권2호
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• pp.107-118
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• 2024

Nociplastic pain by the "International Association for the Study of Pain" is defined as pain that arises from altered nociception despite no clear evidence of nociceptive or neuropathic pain. Augmented central nervous system pain and sensory processing with altered pain modulation are suggested to be the mechanism of nociplastic pain. Clinical criteria for possible nociplastic pain affecting somatic structures include chronic regional pain and evoked pain hypersensitivity including allodynia with after-sensation. In addition to possible nociplastic pain, clinical criteria for probable nociplastic pain are pain hypersensitivity in the region of pain to non-noxious stimuli and presence of comorbidity such as generalized symptoms with sleep disturbance, fatigue, or cognitive problems with hypersensitivity of special senses. Criteria for definitive nociplastic pain is not determined yet. Eight specific disorders related to central sensitization are suggested to be restless leg syndrome, chronic fatigue syndrome, fibromyalgia, temporomandibular disorder, migraine or tension headache, irritable bowel syndrome, multiple chemical sensitivities, and whiplash injury; non-specific emotional disorders related to central sensitization include anxiety or panic attack and depression. These central sensitization pain syndromes are overlapped to previous functional pain syndromes which are unlike organic pain syndromes and have emotional components. Therefore, nociplastic pain can be understood as chronic altered nociception related to central sensitization including both sensory components with nociceptive and/or neuropathic pain and emotional components. Nociplastic pain may be developed to explain unexplained chronic pain beyond tissue damage or pathology regardless of its origin from nociceptive, neuropathic, emotional, or mixed pain components.

• 전자공학회논문지A
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• 제31A권10호
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• pp.21-30
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• 1994

We discussed the Distributed Control System's design on preface and analyzed time of the real-time communication by using designed system. The DCS proposed in this thesis was implemented to network file system having recovery advantage and shared memory method to access file system of a Remote Station with ease. Also, this system minimized the network delay-time by using the real-time VME147 board. In implemented DCS, the performance analysis of real-time process of a Remote Station was done to get the total time for reak-tune communication from a Remote Station to the Central Station after terminating of process. For the analysis of system performance, we experiented by three steps. Firstly, we measuredthe processing the of LOOP function that real-time CPU convertes to-2,500~10.000 values from the input data of the Analog Interface Card. Secondly, we measured the processing time of the LOGIC function and the LOOP function. Lastly, we measured total processing time for communication from a Remote Station to the Centrol Station.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2023년도 춘계학술발표대회
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• pp.499-500
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• 2023

강화학습 기반의 다중 에이전트 시스템을 이용한 서버의 실시간 상황을 제공 받아서 상황에 알맞은 퀘스트를 생성해주는 시스템을 제안한다. 학습 가이드 역할을 하는 CTDE 의 중앙 관리자의 역할을 위한 에이전트를 분리하여 작동하게 함으로서 퀘스트의 지향점을 잡는 것이다.

• 한국정보디스플레이학회:학술대회논문집
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• 한국정보디스플레이학회 2007년도 7th International Meeting on Information Display 제7권2호
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• pp.1583-1585
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• 2007

The purpose of this research is to control proper processing condition of RGB photo resistant in the ink-jet process increasing processing ability by adding additives. The viscosities of modified RGB photo resistant were $10{\sim}14cps$ and the additives could decreased agglomeration and flowing trace of photo resistant effectively. Another way, the adhesion between photo resistant and glass substrate was improved by modifying photo resistant and substrate. The surface tensions of modified photo resistant were same as that of original RGB photo resistant. The additives appeared a better compatibility with photo resistant, and the micelle of photo resistant did not be broken during modified process.