• 제목/요약/키워드: Knowledge Information Resource

검색결과 417건 처리시간 0.023초

연구리소스 지식그래프를 활용한 국가과학기술정보 탐색 (Exploring National Science and Technology using Research Resource Knowledge Graph)

  • 조민희;임형준;송사광
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2021년도 추계학술대회
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    • pp.621-623
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    • 2021
  • 공공의 자금을 통해 산출된 연구 성과물을 온라인으로 공개하여 공유, 활용하는 오픈 사이언스 정책이 확산되고 있다. 오픈사이언스를 활성화기 위한 정책으로 공개되는 성과물을 쉽게 검색 및 액세스하고 재사용할 수 있도록 하는 연구 지원 서비스에 관심이 증대되고 있다. 연구자에게 풍부한 정보를 제공하기 위한 서비스 지원을 위하여 흩어진 다양한 성과물 데이터들 사이의 관계를 의미적으로 표현하기 위한 연구리소스 지식그래프 모델을 제안한다. 본 논문에서는 지식 그래프 구축을 통해 국가 R&D 과제정보, 연구자정보, 성과정보, 연구데이터정보 등을 의미적으로 연결해 연구개발에 필요한 전반적인 연구리소스 정보 탐색이 가능하도록 하여 국가연구데이터플랫폼 DataON의 서비스 향상에 기여한다.

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Hybrid Recommendation Algorithm for User Satisfaction-oriented Privacy Model

  • Sun, Yinggang;Zhang, Hongguo;Zhang, Luogang;Ma, Chao;Huang, Hai;Zhan, Dongyang;Qu, Jiaxing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권10호
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    • pp.3419-3437
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    • 2022
  • Anonymization technology is an important technology for privacy protection in the process of data release. Usually, before publishing data, the data publisher needs to use anonymization technology to anonymize the original data, and then publish the anonymized data. However, for data publishers who do not have or have less anonymized technical knowledge background, how to configure appropriate parameters for data with different characteristics has become a more difficult problem. In response to this problem, this paper adds a historical configuration scheme resource pool on the basis of the traditional anonymization process, and configuration parameters can be automatically recommended through the historical configuration scheme resource pool. On this basis, a privacy model hybrid recommendation algorithm for user satisfaction is formed. The algorithm includes a forward recommendation process and a reverse recommendation process, which can respectively perform data anonymization processing for users with different anonymization technical knowledge backgrounds. The privacy model hybrid recommendation algorithm for user satisfaction described in this paper is suitable for a wider population, providing a simpler, more efficient and automated solution for data anonymization, reducing data processing time and improving the quality of anonymized data, which enhances data protection capabilities.

팀 네트워크 특성과 경계관리 활동이 지식경영 성과에 미치는 영향: 팀 신뢰의 매개역할 (The Effects of Team Network Characteristics and Boundary Spanning Activities on Knowledge Management Performances: The Mediating Role of Trust)

  • 고유미;김지영;정명호
    • 지식경영연구
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    • 제14권5호
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    • pp.101-120
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    • 2013
  • The effective management of knowledge has become one of the critical success factors in current organizations. In spite of the extensive use of Knowledge Management System (KMS), useful information and knowledge resources are still transmitted through personal networks among people in organizations. Thus, social network theory which focuses on social relationships in organization can be a fruitful theoretical resource for enhancing Knowledge Management (KM) performances. In this study, we investigate the effects of intra-team network characteristics (i.e., group density and degree of centralization) and external boundary spanning activities on knowledge management performances of a team. We also acknowledge that all group members do not necessarily agree on the team goal and actively disseminate useful information and knowledge. Drawing on the political perspective on KM which emphasizes the role of trust among group members, we examine the mediating effects of team trust between internal/external network characteristics and KM performances. From the data of 220 teams in financial companies in Korea, we found that: (1) group density had positive effects on KM performances (i.e., knowledge creation, sharing, and use). (2) However, centralization was not significantly associated with KM performances. (3) Team trust was found to be an important factor mediating the relationship between intra-team network characteristics, boundary spanning activities, and KM performances. Based on these results, we discuss and suggest possible implications of the findings when designing and implementing KM practices.

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지식정보자원 표준화 모델 연구 (A Study of the Standardization Model for the National Knowledge and Information Resource)

  • 이창열;정의석
    • 정보관리학회지
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    • 제23권4호
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    • pp.165-177
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    • 2006
  • 한국정보문화진흥원이 관리하는 국가 지식정보자원은 여러 기관에 분산되어 있으며, 메타데이터 규격은 통합이 아니라 검색을 위한 개념적 수준의 권고 표준이었다. 그래서 데이터를 연계하거나 통합하는데 많은 문제가 발생하고 있다. 본 논문에서는 여러 기관에 분산된 지식정보자원에 대한 통합을 위하여 기존에 여러 기관에 분산된 메타데이터를 분석하여 문제점을 도출하고 이를 보완하며, 지속적으로 연계 및 통합할 수 있는 표준 모델을 제시하고자 한다.

Identification of factors of Hard and Soft Human Resource Management Practices

  • Goyal, Charu;Patwardhan, Manoj
    • Journal of Information Technology Applications and Management
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    • 제27권6호
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    • pp.75-87
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    • 2020
  • The Human Resource (HR) system comprises of various interrelated HR practices that forms the bundles. These bundles of Human Resource practices impact the organizational performance. The hard and soft HR bundles are the two sets of the same continuum that describes the strategic approach of the HR system. The purpose of this study is to identify the hard and soft HRM practices from the literature and then empirically test them with the help of factor analysis. The study is conducted on the service industry employees in India. The survey includes the employees from the middle and top-level executives of the service firms. The sample size for the study is 160. Principal component analysis with VARIMAX rotation and Confirmatory Factor Analysis was used to obtain the results. The data analysis was done on SPSS V.20 and AMOS V.22. The results provide knowledge of the HR practices under the hard and soft HRM bundles implemented in the service industry.

대용량 OWL 온톨로지 자동구축을 위한 세종전자사전 활용 방법론 연구 (A Study of Methodology for Automatic Construction of OWL Ontologies from Sejong Electronic Dictionary)

  • 송도규
    • 한국언어정보학회지:언어와정보
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    • 제9권1호
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    • pp.19-34
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    • 2005
  • Ontology is an indispensable component in intelligent and semantic processing of knowledge and information, such as in semantic web. However, ontology construction requires vast amount of data collection and arduous efforts in processing these un-structured data. This study proposed a methodology to automatically construct and generate ontologies from Sejong Electronic Dictionary. As Sejong Electronic Dictionary is structured in XML format, it can be processed automatically by computer programmed tools into an OWL(Web Ontology Language)-based ontologies as specified in W3C . This paper presents the process and concrete application of this methodology.

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소규모 기업에 있어서 지식소싱 전략이 기업성과에 미치는 영향 고찰 (An Examination of Knowledge Sourcing Strategies Effects on Corporate Performance in Small Enterprises)

  • 최병구
    • Asia pacific journal of information systems
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    • 제18권4호
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    • pp.57-81
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    • 2008
  • Knowledge is an essential strategic weapon for sustaining competitive advantage and is the key determinant for organizational growth. When knowledge is shared and disseminated throughout the organization, it increases an organization's value by providing the ability to respond to new and unusual situations. The growing importance of knowledge as a critical resource has forced executives to pay attention to their organizational knowledge. Organizations are increasingly undertaking knowledge management initiatives and making significant investments. Knowledge sourcing is considered as the first important step in effective knowledge management. Most firms continue to make an effort to realize the benefits of knowledge management by using various knowledge sources effectively. Appropriate knowledge sourcing strategies enable organizations to create, acquire, and access knowledge in a timely manner by reducing search and transfer costs, which result in better firm performance. In response, the knowledge management literature has devoted substantial attention to the analysis of knowledge sourcing strategies. Many studies have categorized knowledge sourcing strategies into intemal- and external-oriented. Internal-oriented sourcing strategy attempts to increase firm performance by integrating knowledge within the boundary of the firm. On the contrary, external-oriented strategy attempts to bring knowledge in from outside sources via either acquisition or imitation, and then to transfer that knowledge across to the organization. However, the extant literature on knowledge sourcing strategies focuses primarily on large organizations. Although many studies have clearly highlighted major differences between large and small firms and the need to adopt different strategies for different firm sizes, scant attention has been given to analyzing how knowledge sourcing strategies affect firm performance in small firms and what are the differences between small and large firms in the patterns of knowledge sourcing strategies adoption. This study attempts to advance the current literature by examining the impact of knowledge sourcing strategies on small firm performance from a holistic perspective. By drawing on knowledge based theory from organization science and complementarity theory from the economics literature, this paper is motivated by the following questions: (1) what are the adoption patterns of different knowledge sourcing strategies in small firms (i,e., what sourcing strategies should be adopted and which sourcing strategies work well together in small firms)?; and (2) what are the performance implications of these adoption patterns? In order to answer the questions, this study developed three hypotheses. First hypothesis based on knowledge based theory is that internal-oriented knowledge sourcing is positively associated with small firm performance. Second hypothesis developed on the basis of knowledge based theory is that external-oriented knowledge sourcing is positively associated with small firm performance. The third one based on complementarity theory is that pursuing both internal- and external-oriented knowledge sourcing simultaneously is negatively or less positively associated with small firm performance. As a sampling frame, 700 firms were identified from the Annual Corporation Report in Korea. Survey questionnaires were mailed to owners or executives who were most erudite about the firm s knowledge sourcing strategies and performance. A total of 188 companies replied, yielding a response rate of 26.8%. Due to incomplete data, 12 responses were eliminated, leaving 176 responses for the final analysis. Since all independent variables were measured using continuous variables, supermodularity function was used to test the hypotheses based on the cross partial derivative of payoff function. The results indicated no significant impact of internal-oriented sourcing strategies while positive impact of external-oriented sourcing strategy on small firm performance. This intriguing result could be explained on the basis of various resource and capital constraints of small firms. Small firms typically have restricted financial and human resources. They do not have enough assets to always develop knowledge internally. Another possible explanation is competency traps or core rigidities. Building up a knowledge base based on internal knowledge creates core competences, but at the same time, excessive internal focused knowledge exploration leads to behaviors blind to other knowledge. Interestingly, this study found that Internal- and external-oriented knowledge sourcing strategies had a substitutive relationship, which was inconsistent with previous studies that suggested complementary relationship between them. This result might be explained using organizational identification theory. Internal organizational members may perceive external knowledge as a threat, and tend to ignore knowledge from external sources because they prefer to maintain their own knowledge, legitimacy, and homogeneous attitudes. Therefore, integrating knowledge from internal and external sources might not be effective, resulting in failure of improvements of firm performance. Another possible explanation is small firms resource and capital constraints and lack of management expertise and absorptive capacity. Although the integration of different knowledge sources is critical, high levels of knowledge sourcing in many areas are quite expensive and so are often unrealistic for small enterprises. This study provides several implications for research as well as practice. First this study extends the existing knowledge by examining the substitutability (and complementarity) of knowledge sourcing strategies. Most prior studies have tended to investigate the independent effects of these strategies on performance without considering their combined impacts. Furthermore, this study tests complementarity based on the productivity approach that has been considered as a definitive test method for complementarity. Second, this study sheds new light on knowledge management research by identifying the relationship between knowledge sourcing strategies and small firm performance. Most current literature has insisted complementary relationship between knowledge sourcing strategies on the basis of data from large firms. Contrary to the conventional wisdom, this study identifies substitutive relationship between knowledge sourcing strategies using data from small firms. Third, implications for practice highlight that managers of small firms should focus on knowledge sourcing from external-oriented strategies. Moreover, adoption of both sourcing strategies simultaneousiy impedes small firm performance.

전자상거래를 이용한 도서구매 프로세서의 재설계에 관한 연구 (Reengineering of The Process of Book Purchases by using Electronic Commerce)

  • 박재용
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 1999년도 추계학술대회-지능형 정보기술과 미래조직 Information Technology and Future Organization
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    • pp.205-212
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    • 1999
  • It is certain that EC(Electronic Commerce) applying the internet will be activated in the knowledge society of 21 century based on IT(Information Technology). Though this change of social environment helps the useful information resource available to expand, it looks like that the rapid inclease in lots of information to gather makes colleges, reseach laboratories and public institutions to spend more man power and money on work of book purchases than before and now. Therefore the most urgent part for the business process reengineering in work of information service center is the business of book purchases. The business of book purchases is the core part in organizations and facilities. It should construct the books which the organigation and facility need in the most economical and efficient way within the range of physically receptive capacity with the limited budget. These organigations and facilities have to establish the policy of the book stock which they should possess and also librarians should endeavour to configure the kernel book stock constantly. I assert that they need to ensure a specialty with the improvement of business process accompanying choosing and purchasing the books. Especially, in a case of purchasing foreign books by request of members like professors, students, researcher and so on they have to replace the business of book purchase using agency with direct dealing using EC. This Business Process Reengineering will cut down on expenses, offer the transparency of book purchases and also give the users confidence. Moreover the Business Process Reengineering make it possible to build well constructed main books and information resource. The people in charge are enabled to acquire the knowledge of subjects with contiuous search for books of a spcial area and self-study. These experts in work will raise the quality of information service. Information service center will be the core in the 21c knowledge industry. To streng then value of it, efficiently run it and control it the existing business of book purchasing should be replace with direct dealing using EC applying the internet.

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KISTI 통합 HELP DESK 시스템 구축에 관한 연구 (A Study on Building of KISTI Integrated Help Desk System)

  • 이정구;이명선
    • 정보관리연구
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    • 제38권2호
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    • pp.175-190
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    • 2007
  • 지식기반사회에 있어서 과학기술지식정보는 국가의 부존자원이며 경쟁력의 원천이라 할 수 있다. 또한 연구자의 연구 및 기술개발에 있어서 과학기술지식정보 중요성이 날로 증가하고 있으며, 고객의 요구도 다양화 되고 있다. 따라서 본 연구에서는 과학기술지식정보를 이용하고 있는 고객의 다양한 요구 및 의견을 적극적으로 반영하여 효율적인 고객 대응 전략을 수립하고, 이를 기반으로 상시적인 고객 서비스 응대, 고객 모니터링, 서비스 개선, 고객 만족도 제고를 위한 표준화된 통합 Helpdesk 시스템을 개발하였다.

의료소비자의 권리 증진을 위한 소비자 정보추구에 관한 연구 (Study of Medical Service Consumer's Information Seeking for Empowering Their Sovereignty)

  • 백혜란;이기춘
    • 대한가정학회지
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    • 제44권11호
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    • pp.133-148
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    • 2006
  • This study takes an effort to suggest solutions for medical service consumers' sovereignty. Specifically, consumer evaluation, information seeking level, and affecting factors on information seeking level were explored in terms of medical service. In present study, medical information included medical institution and doctors, prescription, diseases, medical treatment and medical expense. Medical service consumers' information seeking is identified as consumers' own efforts to acquire medical information through various sources. The analysis results suggested that consumers' information seeking level is even lower, while their evaluation level is somewhat low. Moreover, the result for information seeking level by consumer characteristics implied that people who have high education, high economic status, medical knowledge, and high attitudes for consumer right are active information seekers. Finally, consumer attitudes for right appeared most influential factor on information seeking level, implying direction for medical service consumer education.