• Title/Summary/Keyword: analysis of research article

검색결과 1,329건 처리시간 0.031초

지능형 온라인 뉴스 추천시스템 개발을 위한 체계적 속성간 상대적 중요성 분석: PWYW 지불모델을 중심으로 (An Analysis of the Comparative Importance of Systematic Attributes for Developing an Intelligent Online News Recommendation System: Focusing on the PWYW Payment Model)

  • 이형주;정누리;양성병
    • 지능정보연구
    • /
    • 제24권1호
    • /
    • pp.75-100
    • /
    • 2018
  • 최근 웹툰, 음원, 동영상, 게임, 교육, 앱 등 많은 콘텐츠 기업에서 콘텐츠 유료화 정책을 추진하고 있으나, 무료 콘텐츠에 익숙한 독자들의 문화적 관성이 온라인 콘텐츠의 유료화 전환에 많은 어려움을 주고 있다. 특히 온라인 뉴스 콘텐츠는 포털 사이트를 통해 무료로 배포되고 있어 유료화에 대한 독자들의 거부감이 다른 온라인 콘텐츠 보다 더욱 심한 실정이다. 이러한 문제 해결을 위해 학계 및 산업계에서 온라인 콘텐츠의 유료화 방안에 대한 연구가 다양한 차원에서 진행되었다. 최근에는 일부 온라인 뉴스 매체를 중심으로 독자들이 자발적으로 마음에 드는 뉴스 콘텐츠에 대해 원하는 만큼의 구독료를 지불하게 하는 Pay-What-You-Want (PWYW) 지불모델을 적용하는 시도가 이뤄지고 있다. 이에 본 연구는 PWYW 모델의 성공적인 정착을 위한 선결요인으로 독자의 자발적 독자구독료 지불행위에 영향을 미치는 온라인 뉴스 콘텐츠의 체계적 속성을 도출하고, 각 속성 및 하위 속성의 상대적 중요도를 비교 분석하였다. 좀 더 구체적으로, 선행연구 분석을 통해 기사제목 유형, 기사 이미지 자극성, 기사 가독성, 기사 유형, 기사 지배적 정서, 기사 내용-이미지 유사성 등 총 여섯 가지의 온라인 뉴스 콘텐츠의 체계적 속성을 도출하였으며, 내용분석(content analysis)을 통해 각 기사의 속성값을 측정하고 이를 기반으로 컨조인트 분석(conjoint analysis)을 실시하여 속성 간 상대적 중요도를 계산 및 검증하였다. PWYW 모델이 적용된 온라인 뉴스 콘텐츠 379개에 대한 컨조인트 분석 결과, 기사 가독성, 기사 내용-이미지 유사성, 기사제목 유형 등의 순으로 자발적 독자구독료에 큰 영향을 주는 것으로 분석된 반면, 기사 유형, 기사 지배적 정서, 기사 이미지 자극성 등은 상대적으로 낮은 중요도를 보이는 것으로 조사되었다. 본 연구는 내용분석과 컨조인트 분석을 동시에 실시하여 온라인 뉴스 콘텐츠에 대한 자발적 지불의도에 영향을 미치는 체계적 요인을 도출하고, 그 상대적 중요도까지 살펴보았다는 점에서 학술적 의의가 있으며, 온라인 뉴스 콘텐츠 제작자 및 사이트 운영자들로 하여금 독자들의 자발적 지불을 유도할 수 있는 가이드라인을 제시하였다는 점에서 그 실무적 의의가 있다.

How to Develop a Scale Measuring an Affective Construct in Mathematics Education Research

  • Ryang, Dohyoung
    • 한국수학교육학회지시리즈D:수학교육연구
    • /
    • 제18권1호
    • /
    • pp.75-87
    • /
    • 2014
  • It is central to use a scale to measure a person's level of a construct in mathematics education research. This article explains a practical process through which a researcher rapidly can develop an instrument to measure the construct. The process includes research questioning, reviewing the literature, framing a background theory, treating the data, and reviewing the instrument. The statistical treatment of data includes normality analysis, item-total correlation analysis, reliability analysis, and factor analysis. A virtual example is given for better understanding of the process.

Network Perspectives in Innovation Research: Looking Back and Moving Forward

  • HYUN, Eunjung;RHEE, Seung-Yoon
    • Asian Journal of Business Environment
    • /
    • 제11권1호
    • /
    • pp.27-37
    • /
    • 2021
  • Purpose: This article aims to provide a balanced understanding of the structural conditions and social processes involved in the creation and diffusion of innovation. Research design, data and methodology: Drawing on organizational and economic sociology and strategic management literature, this article offers a conceptual framework that highlights the two dimensions of network structures: the vertical dimension focusing on power and legitimacy vs. the horizontal dimension highlighting information value. By organizing the literature on the functions and consequences of network, this paper advances a theoretical perspective in understanding the vast array of empirical studies on innovation involving network analysis. Results: Using the proposed framework, this article explains how the mechanisms of power, legitimacy, and information value work together with social structural factors, thus enriching our understanding of innovation. This study reveals that the information mechanism (horizontal dimension) has been most important in innovation creation and diffusion, and that trust, credibility, and legitimacy are operative in innovation diffusion. Conclusions: This paper contributes to the literature by responding to calls to extend existing frameworks to better account for the dynamics between innovation and network. In addition, this article highlights how conceptualizing innovation within the horizontal-vertical dimensions of network structures, creates new opportunities for future research.

UFKLDA: An unsupervised feature extraction algorithm for anomaly detection under cloud environment

  • Wang, GuiPing;Yang, JianXi;Li, Ren
    • ETRI Journal
    • /
    • 제41권5호
    • /
    • pp.684-695
    • /
    • 2019
  • In a cloud environment, performance degradation, or even downtime, of virtual machines (VMs) usually appears gradually along with anomalous states of VMs. To better characterize the state of a VM, all possible performance metrics are collected. For such high-dimensional datasets, this article proposes a feature extraction algorithm based on unsupervised fuzzy linear discriminant analysis with kernel (UFKLDA). By introducing the kernel method, UFKLDA can not only effectively deal with non-Gaussian datasets but also implement nonlinear feature extraction. Two sets of experiments were undertaken. In discriminability experiments, this article introduces quantitative criteria to measure discriminability among all classes of samples. The results show that UFKLDA improves discriminability compared with other popular feature extraction algorithms. In detection accuracy experiments, this article computes accuracy measures of an anomaly detection algorithm (i.e., C-SVM) on the original performance metrics and extracted features. The results show that anomaly detection with features extracted by UFKLDA improves the accuracy of detection in terms of sensitivity and specificity.

렘 콜하스의 보존이론과 리모델링 설계전략 분석 (An Analysis of Rem Koolhaas' Preservation Theory and Remodeling Design Strategies)

  • 주하나;이동훈
    • 대한건축학회논문집:계획계
    • /
    • 제34권7호
    • /
    • pp.69-78
    • /
    • 2018
  • The purpose of this article is: firstly, to survey architect Rem Koolhaas' preservation theory by reviewing his essays, books, exhibitions, and research projects focusing on preservation-related issues; and secondly, to formally analyse OMA's remodeling projects from 1970's to the present. From this analysis, this article tries to classify OMA's remodeling projects into four distinct categories and to establish, respectively, four generally-applicable remodeling strategies: 1)'Interior-oriented', 2)'Juxtaposition', 3)'Infill' and 4)'Cohesion.' Finally, this article argues that these remodeling strategies can be interpreted as a consistent pursuit of integration of various programmatic elements.

방사능 관련 일본산 수산물 수입 분쟁에 관한 SPS 협정 분석 (A Critical Analysis of the SPS Dispute over the Import Ban on Japanese Radioactive Seafood)

  • 윤정현;임송수
    • 무역학회지
    • /
    • 제44권4호
    • /
    • pp.19-34
    • /
    • 2019
  • This study investigates the WTO dispute over Japanese fishery products originated from Fukushima and another seven prefectures. Being subject to an import ban and additional radioactive test requirements, Japan complained that the Korean government's trade measures are inconsistent with the principles of the Agreement on Sanitary and Phytosanitary Measures. This paper considered the contrasting judicial decisions made by the Panel and Appellate Body and analyzed the debates with respect to their trade-discriminatory effects (Article 2.4), the relevance of appropriate level of protection (Article 5.6) and the precautionary approaches (Article 5.7). Consistent with the final rulings, this paper identifies the need for a broaden understanding of regional conditions and qualitative aspects of protection in risk analysis. Findings also suggest that Korea has diverted its fishery imports from Japan to other countries, while Japan has created export diversion from Korea to other destinations.

상황특이적 이론 합성을 통한 한국적 간호이론 개념 개발 (Exploring Theory Synthesis through an Analysis of Situation-specific Theories in Korea)

  • 서은영
    • Perspectives in Nursing Science
    • /
    • 제8권1호
    • /
    • pp.10-19
    • /
    • 2011
  • Purpose: This article was proposed to describe and summarize the following 1) the structural hierarchy of nursing knowledge and 2) the four different methods of concept analysis and concept development, which are used most frequently in nursing literature, and 3) to demonstrate a qualitative data synthesis of situation-specific theories in Korea in order to provide an venue for developing Korean-contextualized nursing theory. Methods: A literature review and a meta-synthesis were used. An interpretive integration method for the meta-synthesis was used to incorporate incorporating the results of ten qualitative studies in Korea. Results: The normative and extended concept of the self was one of the three foremost concepts. The experiences of being detached from a group and of being unlike others were perceived with distress to Korean participants. Lastly, as a coping method, complying with a higher flow or power was used. Conclusion: Based on the three concepts elicited in this article, a substantive theory which withholds Korean nursing concepts and essences is hoped to be developed in future.

  • PDF

An integrated risk-informed safety classification for unique research reactors

  • Jacek Kalowski;Karol Kowal
    • Nuclear Engineering and Technology
    • /
    • 제55권5호
    • /
    • pp.1814-1820
    • /
    • 2023
  • Safety classification of systems, structures, and components (SSC) is an essential activity for nuclear reactor design and operation. The current regulatory trend is to require risk-informed safety classification that considers first, the severity, but also the frequency of SSC failures. While safety classification for nuclear power plants is covered in many regulatory and scientific publications, research reactors received less attention. Research reactors are typically of lower power but, at the same time, are less standardized i.e., have more variability in the design, operational modes, and operating conditions. This makes them more challenging when considering safety classification. This work presents the Integrated Risk-Informed Safety Classification (IRISC) procedure which is a novel extension of the IAEA recommended process with dedicated probabilistic treatment of research reactor designs. The article provides the details of probabilistic analysis performed within safety classification process to a degree that is often missing in most literature on the topic. The article presents insight from the implementation of the procedure in the safety classification for the MARIA Research Reactor operated by the National Center for Nuclear Research in Poland.

아동간호학 연구경향 분석: 2014년 Child Health Nursing Research 게재논문을 중심으로 (Trend Analysis of Research Articles Published in Child Health Nursing Research 2014)

  • 조갑출;이영은;오상은;탁영란;채선미;김은주;오진아;김성희;김남희;안영미
    • Child Health Nursing Research
    • /
    • 제21권4호
    • /
    • pp.347-354
    • /
    • 2015
  • Purpose: This descriptive study was performed to explore trends in child health nursing research by analyzing the themes, contents and structure of articles published in 2014 in Child Health Nursing Research, the official journal of the Korean Academy of Child Health Nursing. Methods: Thirty-eight articles were reviewed using keywords, author (s), subjects, ethical considerations, designs, statistics involved, funding resources, and others. Results: Ten domains from 160 keywords were identified as follows, child related, psycho-social variable related, parents and family related, nursing and health related, and others. A mean of 2.9 authors per article was identified and 71% of the authors were academic- affiliated. Twenty-eight articles were human-participant related while 21 articles addressed both Institutional Review Board and written consent. Non-experimental design was the most commonly used method followed by experimental design, and qualitative design. The duration for acceptance was a mean of 89.1 days from submission with most articles requiring a second round of article review. Half of the articles were supported by grant organizations such as Korean National Research Foundation. Conclusion: The findings of the analysis show an improvement in the scientific quality with a diversity of articles in Child Health Nursing Research.

Korean Pharmacopuncture Meets Austrian High-Tech Acupuncture - A Short Review Article Including a Bibliometric Analysis of Pharmacopuncture over the Last 15 Years - Pharmacopuncture and Europe

  • Litscher, Daniela;Litscher, Gerhard;Kang, Dae-In
    • 대한약침학회지
    • /
    • 제16권1호
    • /
    • pp.7-11
    • /
    • 2013
  • Objective: Pharmacopuncture, a new therapy in traditional medicine, has attracted significant attention since its introduction to the Western world. This short review article employs a database analysis to examine the profile of publication activity related to pharmacopuncture. Methods: Three databases were searched: PubMed, Embase, and Cochrane. About 300 papers related to the topic "pharmacopuncture" were found in these three most-commonly-used databases. Results: Fourteen papers are described in detail and are discussed in the context of the research performed at the Medical University of Graz, especially by the Frank Bahr Research Group "Auriculomedicine and Pharmacopuncture." Conclusion: High-tech research methods concerning future pharmacopuncture studies are briefly discussed.