• Title/Summary/Keyword: Evaluation of Collection

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Character Level and Word Level English License Plate Recognition Using Deep-learning Neural Networks (딥러닝 신경망을 이용한 문자 및 단어 단위의 영문 차량 번호판 인식)

  • Kim, Jinho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.16 no.4
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    • pp.19-28
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    • 2020
  • Vehicle license plate recognition system is not generalized in Malaysia due to the loose character layout rule and the varying number of characters as well as the mixed capital English characters and italic English words. Because the italic English word is hard to segmentation, a separate method is required to recognize in Malaysian license plate. In this paper, we propose a mixed character level and word level English license plate recognition algorithm using deep learning neural networks. The difference of Gaussian method is used to segment character and word by generating a black and white image with emphasized character strokes and separated touching characters. The proposed deep learning neural networks are implemented on the LPR system at the gate of a building in Kuala-Lumpur for the collection of database and the evaluation of algorithm performance. The evaluation results show that the proposed Malaysian English LPR can be used in commercial market with 98.01% accuracy.

Trend Analysis of Research Using Evaluation Tools of Languages Abilities for Young Children: Based on Early Children Education Journals registered with the Korea Research Foundation (유아 언어능력 평가연구의 동향 분석 -한국학술진흥재단 등재 학회지를 중심으로)

  • Youn, Jin-Ju
    • Korean Journal of Human Ecology
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    • v.16 no.4
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    • pp.677-690
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    • 2007
  • This study has a goal to read a trend of language research by analysing evaluation tools and methods that researchers have used for assessing young children's language abilities. Thus the study has chosen 237 language ability evaluation methods out of 121 young child's language ability evaluation researches. The treatises were selected from 4 types of early childhood education journals registered on the Korea Research Foundation. The data analysis was employed for processing the frequency and percentage of the collected data. The results were as follows: First, of single age groups the subject group most selected was five-year-olders and of mixed-age groups the subject group most selected was from three to five, and the number of subjects in researches were mostly below fifty children. The researches were sorted into an 'experimental/ investigational researching' type that has been frequently re-utilized by others, an 'interview type' using a data collection method, and a 'difference verification' type using a data analysis method which has been used in majority of studies. Second, the number of treaties that required data analysis has increased since 1996. Concludingly, the analysis of young child's language ability evaluation tools shows that the purposes of many researches were concentrated on studying children's knowledge about language, children's language functions such as speaking, reading, writing and listening, while evaluation contents were focused on speaking and writing.

The Relations of Self-Body Evaluation, Self-Esteem, and Health Behavior of Junior High School Girls - In Partial Areas of Seoul - (여중생의 자기신체평가, 자아존중감, 건강행위간의 관련성 - 서울 일부지역을 중심으로 -)

  • Son, Woo-Seung;Moon, In-Ok
    • The Journal of Korean Society for School & Community Health Education
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    • v.11 no.2
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    • pp.29-42
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    • 2010
  • Objectives: This study was conducted to examine the relations of 'self-body evaluation', self-esteem, and health behavior among junior high school girls, analysing influencing factors for their health behavior, and building a base for its improvement. Methods: Data collection was conducted by self-report survey. Survey participants were 330 junior high school girl students in the area of Seoul, 221 from women's junior high schools and 109, coed schools. Survey included general characteristics, self-body evaluation, self-esteem, and health behavior. Results: 1. In their self-body evaluation, the students gave themselves $3.27{\pm}.53$ scores of the total 5, and of general characteristics, BMI, ideal BMI, personality, living standard were statistically significant different. 2. The scores for the girl students' health behavior were $2.77{\pm}0.37$ of total 4, and of general characteristics, school forms, grades, living standard were statistically significant different. characteristics, school forms, personality, school grades, living standard were statistically significant different. 3. The girls' self-body evaluation and self-esteem showed a low level of negative significant difference and their self-body evaluation and health behavior were significantly different, but a low level of negative significant difference. And the relationship between self-esteem and health behavior showed a high level of positive significant difference. 4. Influencing factors for the girls' health behavior showed a significant difference in self-esteem and school forms of general characteristics, self-body evaluation, and self-esteem.

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Efficiency Analysis of Buyer-Carts for B2B EC (기업간 전자상거래를 위한 구매자쇼핑카트 효율성 분석)

  • Lim, Gyoo-Gun;Lee, Jae-Kyu
    • Journal of Information Technology Services
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    • v.1 no.1
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    • pp.17-27
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    • 2002
  • Buyer-carts to support the purchasing process in the B2B EC platform, can be categorized as s-cart, i-cart, and b-cart depending upon its residing sites : seller, intermediary, and buyer sites. In this paper, after proposing the desired features of buyer-carts in B2B EC as identification, collection, trashing, ordering, payment, tracking, recording, purchasing decision support, and transmission of records to e-procurement systems, we try to analyze each buyer-cart qualitatively from such viewpoints. Moreover, we propose an efficiency evaluation model for quantitative analysis. By setting variables from interview of employees in 30 listed companies In Korea, we try to evaluate the efficiency of buyer-carts in B2B EC. From this paper, we show that the b-cart platform is more efficient than other buyer-carts especially in B2B EC.

The Effect of Clothing Appropriateness on Person Perception (의복의 적절성이 대인지각에 미치는 영향에 관한 연구 -이화여대 학생의 캠퍼스 웨어를 중심으로-)

  • 박성은;임숙자
    • Journal of the Korean Society of Clothing and Textiles
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    • v.19 no.2
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    • pp.264-277
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    • 1995
  • is designed to study the college women's desirable clothing behavior in campus, and to find out the difference in person perception according to appropriate or inappropriate clothing. Detailed object is to find out the following differences according to appropriate and inappropriate clothing in campus: 1) formation of impression 2) inference of value. Addi\ulcorner tionally the difference in person perception according to major, grade and preference group are studied. For data collection, 460 college women who are attending Ewha Woman's University are included, and convenience sampling method is used. Frequency, percentage, mean, factor analysis, t-test, ANDV A. duncan test, correspondent analysis are used for data analysis. The result are as follows: 1) Wearer's impression is devided into four factors: appearence evaluation, personality evaluation, ability and activity. 2) There are significant differences in impression formation and value inference according to situational appropriateness. 3) There are significant differences in person perception according to major, grade and preference group.

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Specialized Sensors and System Modeling for Safety-critical Application

  • Jeong, Taikyeong Ted
    • Journal of Electrical Engineering and Technology
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    • v.9 no.3
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    • pp.950-956
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    • 2014
  • Special purpose sensor design using MEMS (Micro-Electro-Mechanical Systems) technique is commonly used in Nondestructive Testing (NDT) research for the evaluation of existing structures and for the safety control and requirements. Various sensors and network have been developed for general infrastructures as well as safety-critical applications, e.g., aerospace, defense, and nuclear system, etc. In this paper, one of sensor technique using Fiber Bragg Gratings (FBG) and Finite Element Method (FEM) evaluation is discussed. The experimental setup and data collection technique is also demonstrated. The factors influencing test result and the advantages/limitations of this technique are also reviewed using various methods.

Research on Metaverse Security Model (메타버스 보안 모델 연구)

  • Kim, Taekyung;Jung, Sungmin
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.17 no.4
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    • pp.95-102
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    • 2021
  • As social interest in the metaverse increases, various metaverse platforms and services are appearing, and various security issues are emerging accordingly. In particular, since all activities are performed in a variety of virtual spaces, and the metaverse utilizes sensing data using various hardware devices, more information is accumulated than other Internet services, and more damage can occur if information security is not guaranteed. Therefore, in this paper, we propose a metaverse security model that considers the major issues mentioned in previous papers and the necessary evaluation factors for the security functions required in the metaverse platform. As a result of performing the performance evaluation of the proposed model and the existing attribute information collection model, the proposed model can provide security functions such as anonymity and source authentication, which were not provided by the existing models.

A Study on Evaluation of the Analyzing and Collecting Method on Social Big Data Information (소셜 빅데이터 정보 수집 및 분석방법 평가에 대한 연구)

  • Song, Eun-Jee;Kang, Min-Sik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.853-854
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    • 2014
  • 서비스 산업에 있어 효율적인 경영을 위해서는 시시각각으로 변하는 고객의 니즈를 파악하기 위해 그 어느 때 보다도 고객피드백이 필요한 시대이다. 기존의 설문조사를 이용한 방법은 자발적이고 즉각적인 고객의 의견을 수집하는데 한계가 있어 최근에는 서비스의 즉각적이고 사실적인 피드백을 얻기 위해서 조사에 대한 인지 없이 능동적이고 자발적으로 작성한 소셜미디어 상의 게시글을 수집하고 분석하는 방법을 이용하여 고객의 피드백을 파악하고 있다. 본 연구에서는 이러한 소셜 미디어상의 빅데이터 정보를 분석하는 기술의 적합성을 평가하는 방법을 제안한다. 수집 적합성 평가는 사전 설정된 수집규칙에 의해 수집된 수집데이터에 대한 검증방안을 수립하고 샘플링 조사를 수행하여 목표 수준의 정확도가 이루어지지 않을 경우 수집엔진에 대한 기능 보완 및 수집 주기 재설정 등 수집 규칙을 재설정하고 샘플조사 범위를 확대하여 평가하는 일련의 과정 반복을 통해 수집 정확도를 향상시킨다.

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Storing Method of Learning Resources based on Cluster for e-Learning (이러닝을 위한 클러스터 기반 학습 자원의 저장 기법)

  • Yun, Hong-Won
    • The Journal of the Korea Contents Association
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    • v.7 no.1
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    • pp.155-160
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    • 2007
  • A learning resource is a SCO or a collection of on or more assets in the SCORM. A storage policy is required to search rapidly and reuse assets in e-learning environment. However there are not research results about it. In this paper, We propose a storing method for assets based on cluster and define the mathematical formulation of it. Also, we present criteria for assets evaluation and describe procedure to evaluate each asset. We show that the search based on proposed cluster storing method increase performance than the categorization search through performance evaluation.

Evaluation of Reference Service for Korean Government Publications (한국 정부간행물 참고서비스의 질측정에 관한 연구)

  • Kim Young Shin
    • Journal of the Korean Society for Library and Information Science
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    • v.23
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    • pp.127-163
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    • 1992
  • The proper evaluation of reference services requires qualitative approach as well as quantitative one. The quality of a reference service can be evaluated by how promptly and accurately a librarian responds to the user's questions and also by how much the user is satisfied with the librarian's overall performance in providing the answer. In this study, the reference service of an university library was evaluated by the following procedure : 1. Identification of a group of the most frequently referred Korean government publications through two pre-tests of user surveys. 2. Preparation of 130 questions of bibliographic and factual type from the above publications. 3. Selection of 30 questions which can be answered from the collection of the evaluated library. 4. Mimic requests of reference service by 5 proxies trained on the unobtrusive test method with 30 questions asked at various times of the day and on various days of the week during a period of 5 months. 5. Drawing up of response sheets (by proxies) with descriptive comments on library staffs' question administration, response, attitude, etc. 6. Preparation and coding of data tabulation sheets and final analysis. The conclusions of this study are as follows : 1. The user serveys showed that needs for the library service for government publications were great. The $80\%$ of the government publications users were visiting more than two organizations for access to information and the $37\%$ were getting information directly from the publishers. 2. The librarians of the evaluated library could give correct answers to $53\%$ of 30 (bibliographic and factual) guestions. 3. The correctness of answer was independent of the length of the time spent the librarians. The librarians' grasp of the questions and direction of approach determined the success or failure of the service. 4. The librarians relied too much on the reference library catalog which doesn't include many of the government publications of their own collection. 5. The $79\%$ of the failure of the service were due to the librarians' lack of knowledge as to the information source for government publications and the unsystematic method of approach to it.

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