• Title/Summary/Keyword: Knowledge Domain

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An Experimental Study on the Internet Web Retrieval Using Ontologies (온톨로지를 이용한 인터넷웹 검색에 관한 실험적 연구)

  • Kim, Hyun-hee;Ahn, Tae-kyoung
    • Journal of the Korean Society for information Management
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    • v.20 no.1
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    • pp.417-455
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    • 2003
  • Ontologies are formal theories that are suitable for implementing the semantic web. which is a new technology that attempts to achieve effective retrieval, integration, and reuse of web resources. Ontologies provide a way of sharing and reusing knowledge among people and heterogeneous applications systems. The role of ontologies is that of making explicit specified conceptualizations. In this context, domain and generic ontologies can be shared, reused, and integrated in the analysis and design stage of information and knowledge systems. This study aims to design an ontology for international organizations. and build an Internet web retrieval system based on the proposed ontology. and finally conduct an experiment to compare the system performance of the proposed system with that of internet search engines focusing relevance and searching time. This study found that average relevance of ontology-based searching and Internet search engines are 4.53 and 2.51, and average searching time of ontology-based searching and Internet search engines are 1.96 minutes and 4.74 minutes.

Constructing the Semantic Information Model using A Collective Intelligence Approach

  • Lyu, Ki-Gon;Lee, Jung-Yong;Sun, Dong-Eon;Kwon, Dai-Young;Kim, Hyeon-Cheol
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.10
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    • pp.1698-1711
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    • 2011
  • Knowledge is often represented as a set of rules or a semantic network in intelligent systems. Recently, ontology has been widely used to represent semantic knowledge, because it organizes thesaurus and hierarchal information between concepts in a particular domain. However, it is not easy to collect semantic relationships among concepts. Much time and expense are incurred in ontology construction. Collective intelligence can be a good alternative approach to solve these problems. In this paper, we propose a collective intelligence approach of Games With A Purpose (GWAP) to collect various semantic resources, such as words and word-senses. We detail how to construct the semantic information model or ontology from the collected semantic resources, constructing a system named FunWords. FunWords is a Korean lexical-based semantic resource collection tool. Experiments demonstrated the resources were grouped as common nouns, abstract nouns, adjective and neologism. Finally, we analyzed their characteristics, acquiring the semantic relationships noted above. Common nouns, with structural semantic relationships, such as hypernym and hyponym, are highlighted. Abstract nouns, with descriptive and characteristic semantic relationships, such as synonym and antonym are underlined. Adjectives, with such semantic relationships, as description and status, illustration - for example, color and sound - are expressed more. Last, neologism, with the semantic relationships, such as description and characteristics, are emphasized. Weighting the semantic relationships with these characteristics can help reduce time and cost, because it need not consider unnecessary or slightly related factors. This can improve the expressive power, such as readability, concentrating on the weighted characteristics. Our proposal to collect semantic resources from the collective intelligence approach of GWAP (our FunWords) and to weight their semantic relationship can help construct the semantic information model or ontology would be a more effective and expressive alternative.

The Analysis about Work Value of Undergraduates According to Major and Gender: In Focus of Engineering and Social Science Department (전공과 성별에 따른 대학생들의 직업가치관 분석: 공학 및 사회과학 계열을 중심으로)

  • Lee, Yong Kil;Kang, Kyung Hee
    • Journal of Engineering Education Research
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    • v.16 no.1
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    • pp.27-34
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    • 2013
  • The purpose of this study is to analyze work values of undergraduates according to major and gender. The result of this research is following. First, undergraduates from engineering and social science department took a very serious view of achievement and leasure of body and mind in work values. Second, undergraduates made much of achievement, job stability, leasure of body and mind, economic compensation and reputation. And undergraduates thought that internal value orientation was more important than external value orientation. Third, two groups had significant difference in service, knowledge pursuit, patriotism, economic compensation, reputation, and indoor activity. Fourth, the result of this analysis according to gender is following. Male undergraduates made much of leasure of body and mind, achievement, job stability, knowledge pursuit, and economic compensation in order. But female undergrduates made much of economic compesation, leasure of body and mind, achievement, and job stability in order. Fifth, that undergraduates make little of domain of service and patriotism gives a suggestion as to improvement of course education. As a result, this study is suggestive of instruction and advice in course search curriculum.

The Sexual Problem Behavior of the Primary School Students in a Region (일 지역 초등학생의 성문제 행동)

  • Kim, Hyeon-Ok;Park, Gwang-Sug;Jeon, Mi-Suk
    • Child Health Nursing Research
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    • v.13 no.4
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    • pp.486-494
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    • 2007
  • Purpose: This study was executed to investigate the route of the sexual knowledge acquisition and the sexual problem behavior of primary school students in a region. Method: The subjects of this research who were primary school 5, 6 grade students of 990 people were chosen at random in big cities, small towns and rural areas in Jeonbuk province. Result: The route of the sexual knowledge acquisition was through taking lesson & teacher in the school(40.6%), the peer group or senior member(26.1%), internet(15.3%), parents(10.0%), and multimedia(8.0%). The domain of the sexual problem behavior showed sexual impulse 3.8%, sexual violence 3.7%, masturbation 2.7%, voyeur 1.8%, prostitution 0.8%, transvestism 0.5%, exhibitionism 0.1%. The sexual problem behavior experienced by 5.0% or more of the subjects showed the experience of another person's compulsory touching on their body, the embrace desire and the kiss desire with opposite sexual friend. And the biggest sexual problem behavior of the subjects was sexual violence and sexual impulse to opposite sexual friend. The experience rate of the 6 grade was higher than that of the 5 grade (p<.05) and the male students' experience rate of another person's compulsory touching on their body showed higher than that of the female students(p<.05). Conclusion: The author through these findings suggests that systematic programs and curriculum should be developed for sexual problem behavior prevention.

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Dynamic recomposition of document category using user intention tree (사용자 의도 트리를 사용한 동적 카테고리 재구성)

  • Kim, Hyo-Lae;Jang, Young-Cheol;Lee, Chang-Hoon
    • The KIPS Transactions:PartB
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    • v.8B no.6
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    • pp.657-668
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    • 2001
  • It is difficult that web documents are classified with exact user intention because existing document classification systems are based on word frequency number using single keyword. To improve this defect, first, we use keyword, a query, domain knowledge. Like explanation based learning, first, query is analyzed with knowledge based information and then structured user intention information is extracted. We use this intention tree in the course of existing word frequency number based document classification as user information and constraints. Thus, we can classify web documents with more exact user intention. In classifying document, structured user intention information is helpful to keep more documents and information which can be lost in the system using single keyword information. Our hybrid approach integrating user intention information with existing statistics and probability method is more efficient to decide direction and range of document category than existing word frequency approach.

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A Study on the Formation Process and Sustainability of Community of Practice in Public Libraries (공공도서관 실행공동체의 형성과정과 지속가능성을 위한 연구)

  • Park, Seong-Woo
    • Journal of the Korean Society for Library and Information Science
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    • v.52 no.1
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    • pp.113-131
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    • 2018
  • The study is to prove the necessity of librarian as the coordinator for the building and sustenance of "Community of Practice" in public libraries. Therefore, The study reviews literatures and conducts a survey how librarians think of their work from the perspective of CoP. The results of this study are as follows: "Community of Practice(CoP)" is the kind of community composed of "Domain", "Community" and "Practice" for knowledge circulation; The coordinator neither leader in CoP nor manager outside of CoP is necessary to sustain CoP by supporting management of CoP and promoting knowledge sharing; The programs and clubs designed by public librarians are potential CoPs; The potential CoPs turn into the sustainable CoPs when the participants of programs turn into the directors of programs; It means the coordinator of CoP is librarian in case of public libraries.

A Study on the Environmental Awareness and Attitude of Elementary School Students (초등학교 학생들의 환경인식과 태도에 관한 연구)

  • 김인호;주신하;안동만
    • Hwankyungkyoyuk
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    • v.13 no.1
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    • pp.122-132
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    • 2000
  • The purpose of this study is to survey and analyze the environmental awareness and attitude of elementary school students, adapting the CHEAKS(Children's Environmental Attitude and Knowledge Scale) for Korean elementary students, which is the valid-tested tools for children's environmental awareness and altitude. The subjects are 580 students from 6 elementary schools. The differences of the environmental attitude are surveyed and analyzed by environmental education activities, such as environmental activities in school and “the school forest movement”, and environmental awareness and concern. The results are as followings: First, the subjects replied that the environmental problems are very serious, such as atmospheric pollution(37.6%), water pollution(22.2%) and food waste(16.3%), but they are relatively optimistic of the future environment. Second, the verbal commitment subdomain and the affect domain are evaluated higher than the actual commitment subdomain, and the environmental issues of water, energy and recycling are considered more importantly than other issues such as environmental generals, pollutions and animals. Third, the grade and the sex have little effect on the environmental attitude, but the environmental education activities have great positive effect, such as the experience of environmental camping, the education of saving resources, waste separation and the experience of raising plants and flowers. Fourth, the students with high awareness and concern about the environmental problems have high environmental attitude. Especially, the awareness and concern on the flowers and plants have very strong correlation with environmental attitude, regardless of the subdomains. Finally, the students from the school participating “the school forest movement” have relatively positive environmental attitude. Particularly, the participation of students and the positive approach of the school have positively great influence on the students' environmental attitude in all of 3 subdomains and 6 environmental issues.

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Antecedents of Customer Loyalty in the Context of Sharing Accommodation: Analysis of Structural Equation Modelling and Topic Modelling (공유숙박업에서 고객 충성도에 영향을 미치는 요인: 구조 방정식 모형과 토픽 모델링 분석)

  • Kim, Seon ju;Kim, Byoungsoo
    • Knowledge Management Research
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    • v.22 no.3
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    • pp.55-73
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    • 2021
  • The sharing economy is considered as a collaborative consumption which enables customers to share unused resources. This study investigated the key factors affecting consumer loyalty in the context of sharing accommodation. Emotions, perceived value and self-image consistency were posited as key antecedents of enhancing customer loyalty. Authentic experience, home amenities, and price fairness were also considered as Airbnb's selection attributes. Airbnb was selected a survey target because it is the largest company in the domain of shared accommodation market. The research model was analyzed for 294 Airbnb customer through structural equation models. Additionally, this paper examine Airbnb customers' experiences by topic modelling method posted on the Naver blog. Based on the understanding of the key factors affecting customer loyalty to sharing accommodation, the analysis results contribute to establish effective marketing and operation strategies by enhancing customer experience.

A Study on the Improvement of High Performance Computing Education in Computational Science (계산과학분야의 고성능컴퓨팅 교육 개선을 위한 탐색적 연구)

  • Yoon, Heejun;Ahn, Seongjin
    • Journal of Digital Convergence
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    • v.16 no.12
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    • pp.21-31
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    • 2018
  • In order to utilize HPC in Computational science, It is necessary to learn the knowledge and skills of computer science such as programming, algorithms and data structure. In this paper, we investigate IT education status in Computational science and propose policy directions to improve the HPC education through user survey. To do this, we surveyed the current state of IT subjects among major subjects in physics, chemistry, life sciences, and earth science in domestic universities and surveyed the users' Recognition of HPC education. As a result, the ratio of IT subjects in Computational science was very lower than the ratio of major domain subjects. Despite the high educational needs of universities, the educational level of universities was the lowest. Most users have learned the necessary knowledge and skills through self-study. We recognized the role of the university is the most urgent and important, and the role of professional institutions and online education is also important.

The Domains of the Competencies of Trauma Nursing : A Scoping Review (외상간호 역량의 주요 영역 연구 : 범주 문헌고찰)

  • Kim, Young Hee;Choi, Mo Na;Kang, Hye Kyung
    • The Journal of the Korea Contents Association
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    • v.19 no.5
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    • pp.497-510
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    • 2019
  • This study was conducted to identify the domains of the competencies of trauma nursing through a scoping review using the JBI(Joanna Briggs Institute) methodology. The keywords are trauma, $nurs^*$, $competenc^*$, $role^*$, attitude, and knowledge and skill. The review used information from six databases: CINAHL, Pubmed, ProQuest, Web of Science, Scopus, and ERIC. Inclusion and exclusion criteria were identified as strategies to use in this review. 8 studies were eligible for result extraction, as they listed domains of the competencies. These domains among studies were analyzed based on Trauma Care System and Lenburg's COPA(Competency Outcomes and Performance Assessment) model. Domains in 'Prehospital care & transport', 'Hospital care' and 'Rehabilitation' of Trauma Care System were present, but no domain in 'Injury prevention' was.