• Title/Summary/Keyword: 텍스트 연구

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The Effect of Medical Service Design Thinking Teaching-learning on Empathic Problem Solving Ability: Convergence Analysis of Structured and Unstructured Data (의료서비스 디자인싱킹 교육의 공감적 문제해결능력 향상 효과: 정형 및 비정형 데이터 융복합 분석 중심으로)

  • Yoo, Jin-Yeong
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.311-321
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    • 2020
  • The purpose of the study is to verify the effectiveness the Freshman Preliminary Health Administrators(FPHA)' Empathic Problem Solving Ability(EPSA) through the application of Medical Service Design Thinking(MSDT) conducted by undergraduate school of SNS hospital marketing education. The pre-post questionnaire survey was conducted on 39 students in the freshman year of the Department of Health Administration after applying MSDT for 15 weeks from September to December, 2019 at a college in Daegu. MSDT was positive influenced on the improvement of Empathic Imagine, Empathic interest, Empathic awakening of the FPHA' EPSA. In the analysis of key common words, the use of neutral and negative words was low, while the use of positive words was high. In order to systematically equip Empathic problem solving job competency in the age of artificial intelligence, it is meaningful to develop a program for the freshmen curriculum and to conduct a analysis of the structured and unstructured data to verify its effectiveness. Additional program development research is needed for the application of theoretical subjects.

AI Technology Analysis using Partial Least Square Regression

  • Choi, JunHyeog;Jun, Sunghae
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.3
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    • pp.109-115
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    • 2020
  • In this paper, we propose an artificial intelligence(AI) technology analysis using partial least square(PLS) regression model. AI technology is now affecting most areas of our society. So, it is necessary to understand this technology. To analyze the AI technology, we collect the patent documents related to AI from the patent databases in the world. We extract AI technology keywords from the patent documents by text mining techniques. In addition, we analyze the AI keyword data by PLS regression model. This regression model is based on the technique of partial least squares used in the advanced analyses such as bioinformatics, social science, and engineering. To show the performance of our proposed method, we make experiments using AI patent documents, and we illustrate how our research can be applied to real problems. This paper is applicable not only to AI technology but also to other technological fields. This also contributes to understanding other various technologies by PLS regression analysis.

Methodology for Identifying Key Factors in Sentiment Analysis by Customer Characteristics Using Attention Mechanism

  • Lee, Kwangho;Kim, Namgyu
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.3
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    • pp.207-218
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    • 2020
  • Recently, due to the increase of online reviews and the development of analysis technology, the interest and demand for online review analysis continues to increase. However, previous studies have not considered the emotions contained in each vocabulary may differ from one reviewer to another. Therefore, this study first classifies the customer group according to the customer's grade, and presents the result of analyzing the difference by performing review analysis for each customer group. We found that the price factor had a significant influence on the evaluation of products for customers with high ratings. On the contrary, in the case of low-grade customers, the degree of correspondence between the contents introduced in the mall and the actual product significantly influenced the evaluation of the product. We expect that the proposed methodology can be effectively used to establish differentiated marketing strategies by identifying factors that affect product evaluation by customer group.

The Representations and Audience Reception of the Elderly in Reality Shows : Focusing on Gender Difference (리얼리티 쇼에서의 노인 재현과 수용 연구 : 젠더 재현의 차이를 중심으로)

  • Oh, Eun-Hye;Kim, Sujeong
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.493-507
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    • 2016
  • This study aims to examine the representations of elders in reality shows focusing on gender disparity by employing a textual analysis and audience interviews. According to findings, as for elderly men, various images are presented while as for elderly women, traditional gender images are mainly reproduced. In the audience reception, the audiences' understanding of genres and their preexisting gender perceptions have important roles on their interpretations in the ways of producing gender discriminated meanings.

An Analysis of Messages Produced by Participants in the Agenda Setting Process during a Government's Crisis Situation: Focusing on the Ministry of Drug and Food Safety's Response to Paraben Toothpaste Issue (정부의 위기 상황에서 의제설정과정 참여자들의 메시지 분석: 파라벤 치약 논란과 정부의 대응을 중심으로)

  • Lee, Mina;Hong, Ju-Hyun
    • The Journal of the Korea Contents Association
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    • v.15 no.7
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    • pp.460-476
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    • 2015
  • The purpose of this study is to provide practical implications on government crisis management strategies and on the use of SNS in crisis management. Specifically, this study analyzed Ministry of Drug and Food Safety's responses to paraben toothpaste issue, media coverage of paraben toothpaste issue, and public responses to paraben toothpaste issue. Through textual analysis and the network analysis of 45 news articles and 645 tweets, this study found that Ministry used one-way communication strategy and mostly negative issues regarding Ministry's crisis response strategies were diffused via the media and Twitter. This study was meaningful in that it highlighted the importance of media relations and use of SNS in crisis management. The findings of this study provide useful implications for government officials and PR practitioners in their crisis management and communication strategy.

A Study on Usability Improvement of Camera Application of Galaxy S7 (갤럭시S7의 카메라 어플리케이션 사용성 개선에 관한연구)

  • Yu, Sung-ho;Lim, Seong-Taek
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.249-255
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    • 2017
  • Recently, among smart phone functions, cameras are one of the most popular functions and have become one of the most influential functions for purchasing smartphones. However, the basic camera application of the smart phone has a complicated user environment, which is causing many difficulties for the first time user. In this study, Galaxy S7, which is the newest Galaxy S series among the most used Galaxy S series in Korea, was selected and the usability test of the camera application was limited to shooting and editing sharing functions. As a result, first, improvement of icon graphic and label of text form should be provided at the same time to increase the recognition rate and attention of the icon. Second, it is necessary to simplify the structure and provide an intuitive interface in order to facilitate access to various modes and functions. Third, it is necessary to simplify the provision of personalized customized menus or functions in the development of the camera application because it causes a high failure rate and inconvenience in the special functions which are not widely used.

Bridge Damage Factor Recognition from Inspection Reports Using Deep Learning (딥러닝 기반 교량 점검보고서의 손상 인자 인식)

  • Chung, Sehwan;Moon, Seonghyeon;Chi, Seokho
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.38 no.4
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    • pp.621-625
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    • 2018
  • This paper proposes a method for bridge damage factor recognition from inspection reports using deep learning. Bridge inspection reports contains inspection results including identified damages and causal analysis results. However, collecting such information from inspection reports manually is limited due to their considerable amount. Therefore, this paper proposes a model for recognizing bridge damage factor from inspection reports applying Named Entity Recognition (NER) using deep learning. Named Entity Recognition, Word Embedding, Recurrent Neural Network, one of deep learning methods, were applied to construct the proposed model. Experimental results showed that the proposed model has abilities to 1) recognize damage and damage factor included in a training data, 2) distinguish a specific word as a damage or a damage factor, depending on its context, and 3) recognize new damage words not included in a training data.

Zur linguistischen Erforschung des Rechtsdeutschs - $Begriffserkl\"{a}rung$ und Untersuchungsmethode - (법률독어 연구 - 개념 파악과 연구방법 모색 -)

  • Bang Kyung-Won
    • Koreanishche Zeitschrift fur Deutsche Sprachwissenschaft
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    • v.6
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    • pp.287-303
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    • 2002
  • In der vorliegenden Arbeit wurde es versucht, die linguistische Erforschung des Rechtsdeutschs vorzustellen. Die schriftlichen Fertigkeiten spielen bei den juristischen Angelegenheiten eine wichtige Rolle und $h\"{a}tten$ daher die Sprachforscher interessiert. Trotzdem wurde das Rechtsdeutsch bisher am meisten von den Juristen untersucht. In der Reihe der Fachsprachenforschung interessiert jetzt das Rechtsdeutsch auch die Sprachforscher. Freilich ist das Interesse der Sprachforscher an dem Rechtsdeutsch anders als das der Juristen. Jene versuchen, die Problematik der sprachlichen Kommunikation zwischen dem Juristen als Fachmann und dem Laien beschreibend zu $erkl\"{a}ren$. Im zweiten Kapitel wurden die Sprachgeschichte und die Forschungsperspektive des Rechtsdeutsch kurz erautert. Im dritten Kapitel wurde die Problematik des Begriffs Rechtsdeutsch wie folgt diskutiert: Vor jeder wissenschaftlichen Untersuchung $mu\ss$ man sich $\"{u}ber$ den Untersuchungsgegenstand klar werden. Es ist aber besonders schwierig, das Rechtsdeutsch begrifflich zu erfassen. Denn der Fachlichkeitsgrad des Rechtsdeutsch ist vertikal unterschiedlicher ausdifferenziert als der anderer Fach­sprachen. Es kann dadurch begrundet werden, $da\ss$ das Rechtsdeutsch wie das Wirt­schaftsdeutsch mit unserem Lebensurnfeld zu tun hat und $da\ss$ es daher sowohl in der Fachgemeinschaft als auch im Alltag gleich $ha\"{u}fig$ verwendet wird Im vierten Kapitel wurde die Untersuchungsmethode erarbeitet. Es geht um ein Textmodell, mit dem man eine Fachtextsorte beschreiben kann. In dem Modell wurden die Merkmale sowohl $f\"{u}r$ die Sprachstruktur als auch $f\"{u}r$ die Sprachfunktion $mitber\"{u}cksichtigt$. $Schlie{\ss}lich$ wurde im $f\"{u}nften$ Kapitel einigen Bemerkungen gewidmet.

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CAD/CAM System for 5-Axis Machining of Marine Propeller (프로펠러 5축 가공을 위한 CAD/CAM 시스템)

  • Jae-Woong Youn;Jong-Hwan Park
    • Journal of the Society of Naval Architects of Korea
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    • v.35 no.2
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    • pp.51-62
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    • 1998
  • In this paper, a CAD/CAM system for 5-axis machining of model propeller is introduced. This system has been developed under the environment of personal computer and Windows NT. In order to enhance the productivity, existing text-based design S/W was integrated into this graphic-based system. Non-Uniform Rational B-Spline method is used to represent the sculptured surface of propeller blades and hub using point data, and surface blending between blade and hub is realized in this system. For 5-axis machining of sculptured surface, tool/work collision and interference are checked and inverse kinematic analysis is performed to make NC data. In addition, tool and workpiece are animated on the PC monitor by preparing NC verification module. Finally, optimal cutting conditions are determined empirically and those cutting conditions are integrated into this S/W so that the whole process from design to machining can be done automatically.

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The Study of the Educational Hypermedia Editor (교육용 하이퍼미디어 자료 편집기에 관한 연구)

  • Lee, Gi-Hm
    • Journal of The Korean Association of Information Education
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    • v.1 no.1
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    • pp.92-101
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    • 1997
  • There has been increasing demand of hypermedia as computing and educational environment change. Most authoring tools developed recently have various built-in functions., but they are not enough to create hypermedia program or easy to learn. Even though teachers might try to develop hypermedia program with existing authoring tools, they usually come to face with the difficulties of creating new nodes, adding new data, or keeping user's activity records. Therefore, this study investigated to present a prototype of Educational Hypermedia Editor that can be conveniently used in hypermedia programs. According to the theories of courseware design, instructional design, learning theory, and hypertext and hyperemia, design strategies for the study were selected. Based on the analysis of the characteristics of domestic authoring tools as well as foreign authoring tools, the Educational Hypermedia Editor that has authoring and executing mode was designed and developed. Because the Educational Hypermedia Editor was designed for information retrieval CAI(Computer Assisted Instruction) materials, it is expected that the Educational Hypermedia Editor will be extensively used in the urea of social science classes, investigation studies, and information processing studies.

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