• Title/Summary/Keyword: 복합지식

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3D Visualization of Compound Knowledge using SOM(Self-Organizing Map) (SOM을 이용한 복합지식의 3D 가시화 방법)

  • Kim, Gui-Jung;Han, Jung-Soo
    • The Journal of the Korea Contents Association
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    • v.11 no.5
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    • pp.50-56
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    • 2011
  • This paper proposes 3D visualization method of compound knowledge which will be able to identify and search easily compound knowledge objects based the multidimensional relationship. For this, we structurized a compound knowledge with link and node which become the semantic network. and we suggested 3D visualization method using SOM. Also, to arrange compound knowledge from 3D space and to provide the chance of realistic and intuitional information retrieval to the user, we proposed compound knowledge 3D clustering methods using object similarity. Compound knowledge 3D visualization and clustering using SOM will be the optimum method to appear context of compound knowledge and connectivity in space-time.

Design of Compound Knowledge Repository for Recommendation System (추천시스템을 위한 복합지식저장소 설계)

  • Han, Jung-Soo;Kim, Gui-Jung
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.427-432
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    • 2012
  • The article herein suggested a compound repository and a descriptive method to develop a compound knowledge process. A data target saved in a compound knowledge repository suggested in this article includes all compound knowledge meta data and digital resources, which can be divided into the three following factors according to the purpose: user roles, functional elements, and service ranges. The three factors are basic components to describe abstract models of repository. In this article, meta data of compound knowledge are defined by being classified into the two factors. A component stands for the property about a main agent, activity unit or resource that use and create knowledge, and a context presents the context in which knowledge object are included. An agent of the compound knowledge process performs classification, registration, and pattern information management of composite knowledge, and serves as data flow and processing between compound knowledge repository and user. The agent of the compound knowledge process consists of the following functions: warning to inform data search and extraction, data collection and output for data exchange in an distributed environment, storage and registration for data, request and transmission to call for physical material wanted after search of meta data. In this article, the construction of a compound knowledge repository for recommendation system to be developed can serve a role to enhance learning productivity through real-time visualization of timely knowledge by presenting well-put various contents to users in the field of industry to occur work and learning at the same time.

Customizing Intelligent Recommendation System based on Compound Knowledge (복합지식 기반 개인 맞춤형 지능화 추천시스템)

  • Kim, Gui-Jung;Kim, Bong-Han;Han, Jung-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.8
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    • pp.26-31
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    • 2010
  • This research does focus on realization of customizing recommendation service that all of formal, or informal learning is accomplished at real time according to worker's current situation or business context corresponding with the individual ability and the learning progress at industry or education field. For this, we designed the customizing intelligent recommendation system based on compound knowledge that workers can listen to coaching advices at real time and to retrieve and recommend multidimensional relation easily. Also, we constructed the repository based on compound knowledge and process engine for efficient management of compound knowledge. In specific industry, expert solution or coaching service will be created using the knowledge which is accumulated in long-term.

Knowledge based Complex Question Answering System using CNN Based Question Type Classifier (질의 유형 분류기를 활용한 지식 베이스 기반의 복합 질의 응답 시스템)

  • Hong, Dong-Gyun;Shen, Hong-Mei;Choi, Dong-Geun;Kim, Kwang-Min;Jeong, Yong-Il;Kim, Ivan Berlocher
    • Annual Conference of KIPS
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    • 2018.10a
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    • pp.621-624
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    • 2018
  • 최근 지식 베이스의 발전과 함께 지식 베이스 기반의 질의 응답에 관한 연구가 많은 관심을 받고 있다. 특히 지식 베이스상의 여러 개의 사실이 필요한 복합 질의에 대한 처리의 중요성이 높아지고 있다. 그러나 기존 연구에서는 일반적인 지식을 묻는 질의 처리에만 집중하여, 그 외의 다른 유혀을 갖는 복합 질의에 대한 처리의 연구는 시작 단계에 머물러 있다. 이에 본 논문은 질의 유형 분류기를 활용한 지식 베이스 기반의 복합 질의 응답 시스템을 제안한다. 복합 질의 응답 시스템은 단순 질의를 포함하여 다양한 유형(일반형, 판정형, 비교형)을 갖는 복합 질의를 처리한다. 우리는 실험을 통해서 질의 유형 분류기가 복합 질의 응답 시스템의 정답률을 높임을 보였다.

An Integrated Method of Iterative and Incremental Requirement Analysis for Large-Scale Systems (시스템 요구사항 분석을 위한 순환적-점진적 복합 분석방법)

  • Park, Jisung;Lee, Jaeho
    • KIPS Transactions on Software and Data Engineering
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    • v.6 no.4
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    • pp.193-202
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    • 2017
  • Development of Intelligent Systems involves effective integration of large-scaled knowledge processing and understanding, human-machine interaction, and intelligent services. Especially, in our project for development of a self-growing knowledge-based system with inference methodologies utilizing the big data technology, we are building a platform called WiseKB as the central knowledge base for storing massive amount of knowledge and enabling question-answering by inferences. WiseKB thus requires an effective methodology to analyze diverse requirements convoluted with the integration of various components of knowledge representation, resource management, knowledge storing, complex hybrid inference, and knowledge learning, In this paper, we propose an integrated requirement analysis method that blends the traditional sequential method and the iterative-incremental method to achieve an efficient requirement analysis for large-scale systems.

The Mediating Effect of Knowledge Sharing Activity on the Effect of Trust between Consultants on Consulting Satisfaction in the Convergence era (융·복합시대에 컨설턴트 간 신뢰가 지식공유 활동을 매개로 컨설팅 만족도에 미치는 영향)

  • Yoon, Hye Ran;Na, Do Sung
    • Journal of Digital Convergence
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    • v.16 no.9
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    • pp.91-98
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    • 2018
  • This study was conducted to verify the mediating effect of knowledge sharing activity on the effect of trust between consultants on consulting satisfaction during consulting collaboration process. Regression analysis was performed using SPSS 23 based on the survey data. The results showed that trust between consultants had significant effects on knowledge sharing and on consulting satisfaction. Knowledge sharing activities partially mediated the effects of trust between consultants on consulting satisfaction. Further research is required to find out the various factors that are needed to further enhance competence and knowledge sharing for consultants in order to facilitate collaborative work in a rapid change of management environment.

A Convergence Study about Factors on Disease related Knowledge in Patients with Congestive Heart Failure (울혈성 심부전 환자의 심부전 관련 지식 영향 요인에 관한 융복합적 연구)

  • Yang, Yae-Seon;Shin, Na-Yeon
    • Journal of the Korea Convergence Society
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    • v.10 no.5
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    • pp.369-375
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    • 2019
  • Purpose: The purpose of this convergence study is to examine the factors influencing disease related knowledge in patients with congestive heart failure. Methods: A descriptive regression design was used and the participants were 100 patients with heart failure from one general hospital in 2015. Data analysis included .multiple regression. Results: The average scores were $9.59{\pm}1.77$ for disease related knowledge. The significant factors affecting disease related knowledge were severity(${\beta}=.32$, p<.001), duration of disease diagnosis(year) (${\beta}=.30$, p=.003). The regression model explained approximately 17.3 % of disease related knowledge. Conclusion: The findings recommend that nurses have to improve health related knowledge of patients with congestive heart failure by considering severity and duration of disease diagnosis.

3D Knowledge Retrieval for e-Learning Construction (이러닝 구축을 위한 3D 지식 검색)

  • Kim, Gui-Jung;Han, Jung-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.7
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    • pp.63-69
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    • 2010
  • This research does focus on supporting all of formal, or informal learning at real time. From industry or education field, learning training is according to worker's current situation or business context. And according to worker's current situation, or business flow, 3D immersion knowledge visualization is effective in the individual ability and the learning progress For this, workers listen to compound knowledge coaching advices at real time. Therefore we developed the realistic 3D based knowledge retrieval method to identify and retrieve multidimensional relation easily.

A Study on Legal Information Landmark, Court Library, Knowledge Information Sharing, Function and Role Expansion, Legal Information Hub (법률정보허브로서 법원도서관의 지식정보공유 기능과 역할 강화에 관한 연구)

  • Seungjin Kwak;Younghee Noh;Inho Chang;Bongsuk Kang;Jae Min Ko
    • Journal of Korean Library and Information Science Society
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    • v.55 no.2
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    • pp.83-107
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    • 2024
  • In this study, we aim to comprehensively examine how court libraries can enhance their function and role as a hub for judicial information sharing. To achieve this, the current status was holistically understood based on literature review, case studies, interviews with stakeholders, and surveys targeted at users. The study sought to explore and present ways in which court libraries can play a central role in the dissemination and sharing of legal knowledge. As a result of the research, we propose four roles of the judicial information sharing complex center as a court library, five functions of the judicial information sharing complex center, and nine strategies to enhance accessibility for the spread of legal culture. If court libraries function as next-generation shared complex centers with the goal of popularizing legal knowledge culture, it would be possible to expand access to legal knowledge for citizens interested in law and culture, professionals in legal and educational institutions, and residents living near the center.