• Title/Summary/Keyword: 모델코스

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Developing Library Tour Course Recommendation Model based on a Traveler Persona: Focused on facilities and routes for library trips in J City (여행자 페르소나 기반 도서관 여행 코스 추천 모델 개발 - J시 도서관 여행을 위한 시설 및 동선 중심으로 -)

  • Suhyeon Lee;Hyunsoo Kim;Jiwon Baek;Hyo-Jung Oh
    • Journal of Korean Library and Information Science Society
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    • v.54 no.2
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    • pp.23-42
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    • 2023
  • The library tour program is a new type of cultural program that was first introduced and operated by J City, and library tourists travel to specialized libraries in the city according to a set course and experience various experiences. This study aims to build a customized course recommendation model that considers the characteristics of individual participants in addition to the existing fixed group travel format so that more users can enjoy the opportunity to participate in library tours. To this end, the characteristics of library travelers were categorized to establish traveler personas, and library evaluation items and evaluation criteria were established accordingly. We selected 22 libraries targeted by the library travel program and measured library data through actual visits. Based on the collected data, we derived the characteristics of suitable libraries and developed a persona-based library tour course recommendation model using a decision tree algorithm. To demonstrate the feasibility of the proposed recommendation model, we build a mobile application mockup, and conducted user evaluations with actual library users to identify satisfaction and improvements to the developed model.

Efficiency Analysis of Construction Firms Using a Combined AHP and DEA Model (AHP와 DEA 결합모델을 이용한 상장 건설기업의 효율성 분석)

  • Seo, Kwang-Kyu;Choi, Da-Young
    • The Journal of the Korea Contents Association
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    • v.11 no.6
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    • pp.302-310
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    • 2011
  • Recently, many construction firms fall on hard times because construction business continues to stagnate. In this paper, we analyze the efficiency of the listed construction firms using a combined AHP and DEA model. In order to determine the input and output factors of DEA, the AHP model is applied to evaluate the importance of input and output factors. The benchmarking companies and efficiency value for the construction firms with inefficiency are also provided to improve the their efficiency. We analyzed the 57 listed companies consisted of 36 listed on KOSPI and 21 listed on KOSDAQ at the end of 2009. The analysis results show that eleven companies whose values of CCR are 1, and fourteen enterprises whose values of BCC efficiency are 1. In additions, the eleven firms have the scalability efficiency. Finally, we test the correlation between efficiency and the stock price and the correlation coefficient of efficiency group is 0.7 in the CCR model.

Implications to High-tech Starts-up Driven from Implementing Business Model of Leading High Tech Ventures : A Case Study of KOSDAQ Listed High-tech Ventures (선도 기술벤처기업의 비즈니스모델 실행이 창업기업에 주는 시사점 : 코스닥상장기업의 사례분석 중심으로)

  • Kim, Jongsun;Yang, Youngseok
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.9 no.2
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    • pp.23-33
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    • 2014
  • This paper aims at delivering significant implications to high-tech startups by visualizing the implementation process of leading KOSDAQ listed companies's business model. This paper founded two meaningful outcomes; first, hish-tech starts-up make a clear direction of implementing intangible business model in real business, second, targeting the role model of benchmarking business model among leading companies, by linking common feature between high-tech starts-up and leading KOSDAQ listed venutures sharing one of Key performance indexes falls on viable business model. The research results of visualizing the implementation of leading KOSDAQ listed ventures' business model shows three major implications. First, business model indicates not just simple logic of creating and delivering values, but more shows CEO leading management vehicle. Second, business model represents the multi-dimension process itself of integrating in and out company's core assets and competencies initiated by CEO. Third, financial outcomes of business model is automatic result of implementing on setting target customer, creating value, and delivering it rather than planned strategically. Fourth, the focal points of implementing business model falls on collecting real information from business sites.

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Design and Implementation of Multimedia CAI for Self Directed Learning of Elementary School Music Teaching (초등학교 음악과 자기 주도적 학습을 위한 멀티미디어 CAI 설계 및 구현 -초등학교 음악과 5학년 1학기를 중심으로-)

  • 강병권;설문규
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.711-713
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    • 2000
  • 본 논문은 멀티미디어의 특성을 활용하여 초등학교 5학년의 음악과 전 영역을 멀티미디어 CAI로 설계하고 구현함으로써 음악에 대한 기초개념과 악곡에 대한 이해와 관심을높이고 학습자에 대한 개별학습과 교수-학습의 효율성을 높이고자 하였다. 이에 따라서 멀티미디어 CAI에 관한 이론을 탐색하고 CAI의 설계원리 및 교과의 특성을 고려하여 Hannafin와 Peck이 제안한 코스웨어 설계모형을 모델로 하였다. 설계모델에 따라 교육과정을 분석하여 멀티미디어 적용요소를 추출하였으며 저작환경에 적합한 스토리보드 형식을 작성하였다. CAI 코스웨어 설계모형에 준거하여 객체지향적이고 상호대화적인 접근을 가능하도록 멀티미디어 디렉터를 도구로 사용하였다. 본 CAI 프로그램은 멀티미디어(Text, Image, Graphic, animation, sound)를 활용하여 주의집중과 동기유발을 높혔고 특히 가창, 기악, 창작, 감상, 이론적 내용, 형성평가의 모든 음악적 영역을 교육과정의 내용에 일치시켜 충실한 교수-학습이 이루어지게 하여 모든 교사의 현장수업에 대한 부담감을 감소시켰다.

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A Study on Development of Evaluation Indicator for Golf Course User's Preference (골프장 이용자 선호도 평가지표 개발)

  • Seok, Young-Han;Moon, Seok-Ki;Lee, Eun-Yeob
    • Journal of the Korean Institute of Landscape Architecture
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    • v.38 no.4
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    • pp.25-34
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    • 2010
  • This study was conducted to develop evaluation indicators to improve athletic performance and operational management of golf courses and the results of the research are as follows. Through theoretical research and a preliminary professional survey, 15 on-going evaluations of golf course composition and operational management and 55 sub-evaluation indices were rejected while 10 on-going evaluations and 52 sub-evaluation indicators were reconfigured as final for environmental-friendliness, level of member services, level of human service of game personnel, difficulties of course, management level of the course, fairness of operational management, accessibility and location characteristic, traditions and ambiance of the golf club, quality of course, and course layout. When analyzing the important decision factors in golf course user preference evaluation indicators, the following contributed in the order of higher to lower contributions: the management level of the course, excellence of the course, level of human services for personnel, course layout and environmental-friendliness. When identifying the path coefficient of golf course evaluation indicators, the curvature of a hole and the length of the course had a causal effect on the 'course layout' section. Tournament facilities and various shot values had a causal relationship with 'excellence of the course', in the order of higher to lower, and convenience of waiting and fair allocation of reservations for 'fairness of operational management'. The history of the golf course and its environmental characteristics, history and culture of the region have relatively higher causal effects on 'traditions of the golf club' and geographical conditions on 'accessibility and location characteristics', pesticide and fertilizer usage and water pollution on 'environmental-friendliness', and member benefit and kindness of employees on 'level of member services'. The kindness and expertise of the game personnel had a relatively higher causal effect on the 'level of human services of game personnel', the location of tenning area, and location of OB and hazards on 'difficulties of course', and rough conditions and obstacles management on 'management level of the course'. There is a need to complete a systematic evaluation index system for golf course user preferences through future studies for a more detailed assessment, as well as a process to verify these evaluation indicators by application to domestic and international golf courses.

Collaborative Conflict Handling Model for Courseware Co-Authoring (코스웨어 공동 저작을 위한 협력적 충돌 해결 모델)

  • 안치돈;윤경섭
    • Journal of the Korea Computer Industry Society
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    • v.4 no.4
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    • pp.599-606
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    • 2003
  • As collaborative computing technology goes widespread, interactions among concurrent users are very important, especially in education domain. But existing co-authoring mechanisms and CSCW technologies have limitations for conflict handling. In general, co-authoring tools provide solutions that one or certain users' views are influenced for conflict handling. These solutions have advantages to accomplish rapidly for conflict handling, but other authors' views cannot be affected sufficiently. In this paper, we define the courseware as network structure of instructional units. And we propose co-authoring model for courseware using collaborative conflict-handling mechanism. Using this mechanism, instructors can affect their own viewpoints to the unique courseware. As contents created in these forms have multiple structures. it can provide proper materials according to students' requirements. Therefore, it can provide students with individual learning facilities on online educational systems. Proposed model is useful for courseware based on structured form of document such as XML.

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Prediction of Stock Returns from News Article's Recommended Stocks Using XGBoost and LightGBM Models

  • Yoo-jin Hwang;Seung-yeon Son;Zoon-ky Lee
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.2
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    • pp.51-59
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    • 2024
  • This study examines the relationship between the release of the news and the individual stock returns. Investors utilize a variety of information sources to maximize stock returns when establishing investment strategies. News companies publish their articles based on stock recommendation reports of analysts, enhancing the reliability of the information. Defining release of a stock-recommendation news article as an event, we examine its economic impacts and propose a binary classification model that predicts the stock return 10 days after the event. XGBoost and LightGBM models are applied for the study with accuracy of 75%, 71% respectively. In addition, after categorizing the recommended stocks based on the listed market(KOSPI/KOSDAQ) and market capitalization(Big/Small), this study verifies difference in the accuracy of models across four sub-datasets. Finally, by conducting SHAP(Shapley Additive exPlanations) analysis, we identify the key variables in each model, reinforcing the interpretability of models.

A Study on Suitability of Training Facilities and Equipment used on Seafarer's Sea Survival Training (선원 해상생존교육 실습시설 및 장비의 적정성에 관한 연구)

  • Lee, Jin-Woo;Kim, E-Wan;Lee, Chang-Hee;Lee, Young-Ho
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.23 no.5
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    • pp.473-481
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    • 2017
  • Seafarer sea survival training, such as basic safety refresher training and advanced safety refresher training, in accordance with the STCW Convention, is an indispensable program that can increase the crew survival rate during emergency situations at sea. It is important for crew members to carry out theoretical and practical training with various safety equipment in order to effectively train according to IMO model courses. Therefore, this study suggests the following measures to improve safety training facilities for seafarers by reviewing survival training requirements based on the IMO model course and comparing and analyzing related facilities based on operating cases from domestic and overseas training institutes. First, it is necessary to establish a training environment where seafarers can practice utilizing various, updated safety equipment such as marine evacuation equipment (slides, chutes, etc.). Second, it is necessary to construct an educational environment in which learners can directly or indirectly experience realistic emergency situations by installing marine environment simulation facilities with such equipment as a wave generator, rain fall device, wind generating device, etc. Third, it is also necessary to develop and expand customized training using virtual reality equipment in addition to experiential training, audiovisual training and simulation training.

Design and Implementation of a Web-based Simulation Courseware for Learning Kinetic Energy (웹 상에서 운동 에너지 탐구학습을 위한 시뮬레이션 코스웨어 설계 및 구현)

  • 송민석;인치호
    • Journal of Internet Computing and Services
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    • v.2 no.1
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    • pp.39-48
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    • 2001
  • In learning activities. research learning is mostly carried out in a laboratory. Learners can approach a learning process with ease and are given the chance to do the self-directed study one research experiments in advance by designing a process of research learning in the laboratory by a web-based simulation courseware. And this can offer a learner-centered model with which learners can share. exchange and interact information each other. Using a web in instructing and learning can be an appropriate implement of research and also gives learner-centered learning environment. This thesis is a study on design and implementation of a web-based simulation courseware for learning Kinetic energy through the research learning which is one of the self leading learning methods.

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A Student Modeling Technique for Developing Student′s Level Oriented Dynamic Tutoring System for Science Class (수준별 동적 교수.학습 시스템 개발을 위한 학습자 모델링 기법)

  • 김성희;김수형
    • Journal of the Korea Society of Computer and Information
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    • v.7 no.2
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    • pp.59-67
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    • 2002
  • Major Characteristic of the 7th National Curriculum in science is to provide deep and supplementary learning, depending on the level of each learner. In the level-oriented curriculum, coursewares are used to present teaching materials to various levels. In most coursewares, however, they provide their contents at a uniform level and hence it is hard to expect level-oriented learning. This paper presents learner's modeling for developing student's level-oriented dynamic tutoring system for science class , Instructional module of this system made by component unit is able to be reconstructed dynamically. Learning module is constructed using a hybrid model mixed of Overlay and Bug model. Testing module interprets diagnostic errors to be established by given differentiated weight in accordance with item's difficulty and discrimination. Through ITS student modeling, this system presents various problem solving methods reconstructed by learner's level differentiated.

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