• Title/Summary/Keyword: technical processing

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Faculty Number Guidance Chat-Bot System Based on Data Preprocessing and Natural Language Processing (데이터 전처리와 자연어처리를 기반으로 한 교직원 번호안내 챗봇 시스템)

  • Hur, Tai-Sung;Baek, Jae-Won
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.243-244
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    • 2021
  • 대학교에 민원, 문의 등 업무용 전화가 많이 오가는 상황에서 사용자가 원하는 부서, 교직원의 전화번호를 알아내기 위해 직접 검색하는 과정에 대한 솔루션을 제공하기 위해 본 논문에서는 대학 교직원들의 전화번호와 부서의 정보를 저장하고 있는 CSV 파일을 챗봇 시스템에서 요구하는 모양과 특성에 맞게 데이터를 가공하고 알맞은 정보를 제공하기 위해 사용자의 질의 문장을 해체 분석하여 필요 정보에 대하여 답변을 해주는 대학 교직원 번호 안내 챗봇 시스템을 개발하였다.

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Natural language sensitivity analysis using RNN (순환신경망(RNN)을 통한 자연어 감성 분석)

  • Hur Tai-sung;Jeon Se Hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.473-474
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    • 2023
  • 본 논문에서는 딥러닝 기법 중 하나인 순환신경망(RNN)을 활용하여 자연어를 처리할 수 있는 모델 개발에 대하여 연구를 진행하였다. 다양한 주제에 대한 사용자들의 의견을 확보할 수 있는 유튜브 플랫픔을 활용하여 데이터를 확보하였으며, 감성 분류를 진행하는 만큼 학습 데이터셋으로는 네이버 영화 리뷰 데이터셋을 활용하였다. 사용자는 직접 데이터 파일을 삽입하거나 혹은 유튜브 댓글과 같이 데이터를 외부에서 확보하여 감성을 분석할 수 있으며, 자연어 속 등장하는 단어의 빈도수를 종합하여 해당 데이터들 속 키워드는 무엇인지를 분석할 수 있도록 하였다. 나아가 종합 데이터 분석 관리 플랫폼을 제작하기 위하여 해당 데이터를 데이터베이스에 저장하고GUI 프로그램을 통하여 접근 및 관리가 가능하도록 하였다.

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Improved Disparity Map Computation on Stereoscopic Streaming Video with Multi-core Parallel Implementation

  • Kim, Cheong Ghil;Choi, Yong Soo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.2
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    • pp.728-741
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    • 2015
  • Stereo vision has become an important technical issue in the field of 3D imaging, machine vision, robotics, image analysis, and so on. The depth map extraction from stereo video is a key technology of stereoscopic 3D video requiring stereo correspondence algorithms. This is the matching process of the similarity measure for each disparity value, followed by an aggregation and optimization step. Since it requires a lot of computational power, there are significant speed-performance advantages when exploiting parallel processing available on processors. In this situation, multi-core CPU may allow many parallel programming technologies to be realized in users computing devices. This paper proposes parallel implementations for calculating disparity map using a shared memory programming and exploiting the streaming SIMD extension technology. By doing so, we can take advantage both of the hardware and software features of multi-core processor. For the performance evaluation, we implemented a parallel SAD algorithm with OpenMP and SSE2. Their processing speeds are compared with non parallel version on stereoscopic streaming video. The experimental results show that both technologies have a significant effect on the performance and achieve great improvements on processing speed.

A Reserach on the VLSI Machine Design for Regression Analysis (회귀분석용 VLSI 머신 설계에 관한 연구)

  • ;武藤佳恭, 相機秀夫
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.20 no.2
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    • pp.7-15
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    • 1983
  • In recent years, the logic circuits of high function have been developed to VLSI by the radical advancement of semi-conductor technologies. Under the above influence, it has become possible to design the special VLSI chips for high speed of numerical value processing, wide-band, image processing, etc. And, the development of the VLSI from various kinds of software package has become quite possible. This paper is to propose the technical skill of hardware design about general software package (BMD). The decrease of speed of former statistics processing caused by depending on software only is improved by hardware. In regard of design algorithm, the main system will be able to be established by considering of special feature of statistics. As a result, the complexity of software package is excluded by hardware. And, the efficiency is improved by high speed processing.

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Preparation of Glass-Ceramic by Recycling of Various Slags and Its Properties (다종슬래그를 재활용한 Glass-Ceramic의 제조 및 물성)

  • Lee, Duk-Hee;Shin, Dongyoon;Yoon, Mijung;Park, Hyun Seo;Yoon, Jin-Ho
    • Korean Journal of Materials Research
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    • v.26 no.5
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    • pp.266-270
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    • 2016
  • Glass-ceramics were developed many years ago and have been applied in many fields such as electronics, chemistry, optics, etc. Much is already known about glass-ceramic technology, but many challenges in glass-ceramic research are still unresolved. Recently, large amounts of slag have steadily increased in the steel industry as by-products. To promote recycling of industrial waste, including steel industry slags, many studies have been performed on the fabrication of basalt-based high-strength glass-ceramics. In this study, we have fabricated such ceramics using various slags to replace high performance cast-basalt, which is currently imported. Glass-ceramic material was prepared in similar chemical compositions with commercial cast-basalt through a pyro process using slags and power plant by-product (Fe-Ni slag, converter slag, dephosphorization slag, Fly ash). The properties of the glass-ceramic material were characterized using DTA, XRD, and FE-SEM; measurements of compressive strength, Vicker's hardness, and abrasion were carefully performed. It is found that the prepared glass-ceramic material showed better performance than that of commercial cast-basalt.

Analysis to Select Filter Media and The Treatment Effect of Non-point Pollution Source in Road Runoff

  • Lee, Tae Goo;Han, Young Hae
    • KIEAE Journal
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    • v.14 no.3
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    • pp.55-63
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    • 2014
  • This study selected and analyzed filter media that can be applied in non-point pollution reduction devices aimed at processing the source of pollution on site for road runoff that increases rapidly in rainfall-runoff in order to improve the water quality of urban areas. First, the factors that affect the quality of runoff caused by sources of non-point pollution include physical and social factors such as the usage of land around the area of water collection, type of pavement and movement of cars and people, as well as rainfall characteristics such as frequency, intensity, amount and duration of rainfall. Second, the purification tests of the filter media were processed for pH, BOD, COD and T-P, and the filter media showed to have initial purification effect at that items. However, the filter media showed to be very effective for the processing of SS, T-N, Zn and Cd from the beginning to the end. Third, for filter media, zeolite and vermiculite showed to be effective for processing SS, T-N, Zn and CD constantly, and composite filter media including zeolite showed to have strong processing effects. The authors conclude that this study can be applied to technical areas and policies aimed at reducing non-point pollution in urban areas and can also contribute to allowing eco-friendly management of rainfall as well as improvement of water quality.

Precise Positioning of Autonomous Underwater Vehicle in Post-processing Mode

  • Felski, Andrzej
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • v.1
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    • pp.513-517
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    • 2006
  • Autonomous Underwater Vehicles plays specific role in underwater investigation. Generally, this kind of vehicles will move along a planned path for sea bottom or underwater installations inspections, search for mineral deposits along shelves, seeking lost items including bottom mines or for hydrographic measurements. A crucial barrier for it remains the possibility of precise determination of their underwater position. Commonly used radionavigation systems do not work in such circumstances or do not guarantee the required accuracies. In the paper some new solution is proposed on the assumption that it is possible to increase the precision by certain processing of a combination of measurements conducted by means of different techniques. Objective of the paper is the idea of navigation of AUV which consists of two phases: firstly a trip of AUV along pre-planned route and after that postprocessed transformation of collected data in post-processing mode. During the processing of collected data the modern adjustment methods have been applied, mainly estimation by means of least squares and M-estimation. Application of these methods should be associated with the measuring and geometric conditions of navigational tasks and thus suited for specific scientific and technical problems of underwater navigation. The first results of computer aided investigation will be presented and the basic scope of these application and possible development directions will be indicated also. The paper is prepared as an partial results of the works carried out within a framework of the research Project: 'Improvement of the Precise Underwater Vehicle Navigation Methods' financed by the Polish Ministry of Education and Science (No 0 T00A 012 25).

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A Study on Practical Use of Processing Program for Interactive Technology Education: Focusing on Library Usage and Practice Examples (인터랙티브 기술 교육을 위한 프로세싱 프로그램 활용 방안 연구: 라이브러리 사용빈도 및 실습예제 중심으로)

  • Lee, Jae Min;Lee, Byung Hoon
    • Journal of Korea Multimedia Society
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    • v.22 no.6
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    • pp.738-747
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    • 2019
  • Both within the country and internationally, discussions about core technologies that will be prominent in future society have been initiated, and software education for the rapidly changing industrial framework has been essential and implemented in earnest. Also, there is an increasing interest in interactive technology and software education where people and people, people and computers, and computers and objects communicate with each other in today's day-to-day life, connected through the digital world. Therefore, it is necessary to investigate the user's field of interest and the best technical education method for teaching how to operate the production tool for implementing the interactive technology. In this study, we utilize the Processing program which is widely used as interactive technology software training and creativity tool to improve the understanding of the interactive technology related to the 4th industrial revolution. This study aims to determine and propose the best method of using a Processing library that can be applied to each major field.

Studies on Albinic Flat-Fish Paralichthys olivaceus I. Effects of Enzyme Activities and Substrates on Melanin Formation (넙치의 백화현상 규명에 관한 연구 I. 멜라닌 색소 생성에 미치는 효소와 기질의 영향)

  • Choi Yeung Joan;Kang Seok-Joong;Cho Chang-Hwan;Myoung Jung-Goo;Kim Jong-Hyun
    • Journal of Aquaculture
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    • v.3 no.2
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    • pp.155-165
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    • 1990
  • The albinic phenomenon of flat-fish (Paralichthys olivaceus) was investigated by measuring protein content, tyrosinase activity, amino acid composition, and contents of vitamin A and C. These materials in the flat-fish feed-stuff were also tested. The amount of skin protein was higher than that of muscle in normal flat-fish. Catechol and L-dopa oxidase activity did not differ between normal and albinic flat-fish. The free amino acid of skin in normal flat-fish was 7.5 times that in albinic one. Sulfur-containing amino acid in normal flat-fish was also 6.3 times that in albinic ones. Vitamin A was not detected in both of flat-fish. The content of vitamin C in normal flat-fish was 7.8 times that in albinic one. The contents of protein, sulfur-containing amino acid and vitamin C in micro-encapsulated feed (one commercial feed in Japan) were the highest among the feed-stuff used in this experiment. The melanin formation of flat-fish skin was affected by substrates such as aromatic amino acid and cofactor such as sulfur amino acid.

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Comparison of Lipid Components in Wild and Cultured Bastard (천연 및 양식산 넙치의 지방질성분)

  • Oh, Kwang-Soo;Ro, Rack-Hyun;Kim, Jeong-Gyun;Lee, Eung-Ho
    • Korean Journal of Food Science and Technology
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    • v.20 no.6
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    • pp.878-882
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    • 1988
  • The lipid components of cultured bastard(Paralichthys olivaceus) were analyzed and compared with those of wild one and flounder(Pleuronichthys cornutus). Total lipid(TL) content of dorsal muscle in wild and cultured bastard, flounder was 2.0%, 1.6%, and 1.9%, respectively. Wild bastard and flounder were higher in neutral lipid(NL) and glycolipid(GL) contents, while lower in phospholipid(PL) content than those of cultured one. The NL was mainly consisted of triglyceride(70.7-72.6%), and PL was mainly occupied by phosphatidylcholine(53.6-58.3%), phosphatidyl-ethanolamine(25.9-29.5%). In fatty acid composition of TL, cultured bastard showed higher content in polyenes such as docosahexaenoic acid. and lower in monoenes such as palmitoleic, oleic acid than those of wild one. Flounder was higher in Percentage of arachidonic, eicosapentaenoic acid compard with bastard. The major fatty acids of these fishes were palmitic, docosahexaenoic, oleic, eicosapentaenoic and palmitoleic acid in order. These fatty acid composition of NL, GL and PL fractions were not significantly different among wild and cultured bastard, flounder.

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