• Title/Summary/Keyword: 관심어

Search Result 342, Processing Time 0.027 seconds

Exploring Potential Application Industry for Fintech Technology by Expanding its Terminology: Network Analysis and Topic Modelling Approach (용어 확장을 통한 핀테크 기술 적용가능 산업의 탐색 :네트워크 분석 및 토픽 모델링 접근)

  • Park, Mingyu;Jeon, Byeongmin;Kim, Jongwoo;Geum, Youngjung
    • The Journal of Society for e-Business Studies
    • /
    • v.26 no.1
    • /
    • pp.1-28
    • /
    • 2021
  • FinTech has been discussed as an important business area towards technology-driven financial innovation. The term fintech is a combination of finance and technology, which means ICT technology currently associated with all finance areas. The popularity of the fintech industry has significantly increased over time, with full investment and support for numerous startups. Therefore, both academia and practice tried to analyze the trend of the fintech area. Despite the fact, however, previous research has limitations in terms of collecting relevant databases for fintech and identifying proper application areas. In response, this study proposed a new method for analyzing the trend of Fintech fields by expanding Fintech's terminology and using network analysis and topic modeling. A new Fintech terminology list was created and a total of 18,341 patents were collected from USPTO for 10 years. The co-classification analysis and network analysis was conducted to identify the technological trends of patent classification. In addition, topic modeling was conducted to identify the trends of fintech in order to analyze the contents of fintech. This study is expected to help both managers and investors who want to be involved in technology-driven financial services seize new FinTech technology opportunities.

Revisiting the Social Class: Focusing on the Conceptualization and Measurement in Psychology (사회계층에 대한 재조명: 심리학에서 개념화 및 측정을 중심으로)

  • Sang-Wu Pyun
    • Korean Journal of Culture and Social Issue
    • /
    • v.24 no.1
    • /
    • pp.101-130
    • /
    • 2018
  • Social class has become a major focus of research in the field of Western psychology due to its critical impact on human life. The Korean scholarship in psychology, however, has paid very little attention to the issue of social class despite the deepening of social stratification in the country; and the concepts and measurement they used were typically borrowed from sociology. In this study, I discussed what social class means and how it should be measured in order to emphasize the importance of the concept and its related issues. To this end, I examined a variety of theoretical backgrounds on the measurement of social class and the concept of socioeconomic status (SES)-a term commonly used as a synonym for social class. This study divided the method of measuring social class into objective social class and subjective social class, and outlined the characteristics of each approach and their main indicators. Finally, I assessed the recent trend in the Korean psychology on social class measurement. Among the 23 studies I have found, 65.2% used the objective social class index; and education was the objective indicator they most frequently employed, followed by income and occupation. Social stratification identity was used in all seven studies that applied subjective social class. And seven different words to describe social class was found. Based on these results, I concluded that there should be a call for more direct research on social class variables. In addition, I suggest that 'social class', instead of socioeconomic status, should be used as a preferred term in the future studies and propose a few notes on how to use the objective indicators and subjective social class measurement.

Utilization of UCC for English Role-playing of Preschoolers (미취학 아동의 영어 역할연기를 위한 UCC 활용의 효과)

  • Eo, Il-Seon;Cho, Sung-Hee
    • Journal of Korea Entertainment Industry Association
    • /
    • v.13 no.7
    • /
    • pp.409-417
    • /
    • 2019
  • Recently, English education of educational institutions is gradually invigorated as the importance of English education for preschooler is increasing. Role-play, in particular, is known as an effective way to learn English for children because it promotes children's interest in language and naturally encounters English-speaking culture. Therefore, in this paper, we tried to find out how to effectively use UCC in role-playing for English education for preschoolers. First of all, questionnaires for pre and post-test were conducted for preschoolers. The results are analyzed by SPSS to find out children's understanding of UCC, interest in English, interest in role-playing, and interest in acting. As a result of the analysis, most children knew UCC well and showed strong interest in watching and producing UCC. Also, the more interested in English and role-playing, the more they wanted to show more advanced English and acting through the feedback of the contents they produced. Therefore, even in preschool children's English education, the development of language and acting can be shown by producing UCC through role-playing under the teacher's control and receiving feedback on it. The results of this study are expected to be effectively used when planning English education through role-playing in daycare centers or kindergartens.

Study on the Policy of Supporting University Students in the Beauty Field through Social Big Data Analysis: Based on exploratory data analytics (소셜 빅 데이터 분석을 통한 미용분야 대학생 창업지원 정책에 관한 연구 -탐색적 데이터 분석법을 기반으로-)

  • Mi-Yun Yoon;Nam-hoon Park
    • Journal of the Korean Applied Science and Technology
    • /
    • v.39 no.6
    • /
    • pp.853-863
    • /
    • 2022
  • In order to revitalize start-ups in the beauty field, this study attempted to derive characteristic patterns of changes in demand and differences in emotions and meaning for 'beauty start-ups' by dividing the period by year from 2019 to 2021 based on exploratory data analysis (EDA). Most of the search terms related to the keyword "beauty start-up" showed more interest in institutions or certificates that can learn beauty skills than professional start-up education, which still does not recognize the importance of start-up education, and as an alternative, it is necessary to develop customized start-up education programs for each major. We establish hypotheses through exploratory data analysis and verify hypotheses by combining traditional corroborative data analysis (CDA). There has never been an exploratory data analysis method for beauty startups, and rather than mentioning the need for formal start-up education, analyzing changes in interest in beauty startups and the requirements of prospective start-ups with exploratory data will help develop customized start-up programs.

Optimizing Performance and Energy Efficiency in Cloud Data Centers Through SLA-Aware Consolidation of Virtualized Resources (클라우드 데이터 센터에서 가상화된 자원의 SLA-Aware 조정을 통한 성능 및 에너지 효율의 최적화)

  • Elijorde, Frank I.;Lee, Jaewan
    • Journal of Internet Computing and Services
    • /
    • v.15 no.3
    • /
    • pp.1-10
    • /
    • 2014
  • The cloud computing paradigm introduced pay-per-use models in which IT services can be created and scaled on-demand. However, service providers are still concerned about the constraints imposed by their physical infrastructures. In order to keep the required QoS and achieve the goal of upholding the SLA, virtualized resources must be efficiently consolidated to maximize system throughput while keeping energy consumption at a minimum. Using ANN, we propose a predictive SLA-aware approach for consolidating virtualized resources in a cloud environment. To maintain the QoS and to establish an optimal trade-off between performance and energy efficiency, the server's utilization threshold dynamically adapts to the physical machine's resource consumption. Furthermore, resource-intensive VMs are prevented from getting underprovisioned by assigning them to hosts that are both capable and reputable. To verify the performance of our proposed approach, we compare it with non-optimized conventional approaches as well as with other previously proposed techniques in a heterogeneous cloud environment setup.

Visual Impaxt Assessment of Hallasan National Park Management Action (한라산국립공원 관리시책의 경관영향평가)

  • 고동희
    • Korean Journal of Environment and Ecology
    • /
    • v.11 no.1
    • /
    • pp.1-17
    • /
    • 1997
  • Now, a management plan is being prepared to conserve the landscape and eco-system of Hallasan National Park. A major concern of park managers and residents is the visual impact that activities have of the Mt. Hala landscape. One of the most important aspects of making management decisions is assessing the visual impact of proposed actions accurately enough to judge whether or not those actions are acceptable. Park managers and residents need methods they can use to assess the visual impact of various management actions. The impact of proposed management activities was portrayed by CCG Photomontage techniques and viewers rated sets of color photomontages on a 7 point SD scale. The findings were as follows : the CCG Photomontage is quite practical, vegetation restoration is necessary, and the proposed management actions are feasible. The visual simulation technique and assessment method in this research helps residents visualize and respond to management activities, making residents' participation in the planning process more effective.

  • PDF

Housing Environment Type And Resident Housing Satisfaction (주거환경유형과 거주자의 주거만족)

  • 진양교;수와이드만;제임스앤더슨
    • Journal of the Korean Institute of Landscape Architecture
    • /
    • v.19 no.1
    • /
    • pp.45-59
    • /
    • 1991
  • 본 연구에서는 객관적 환경지표와 그에 대한 인간의 주관적 반응간 의 인과적 관련도의 중요성이 강조된다. 좀 더 구체적으로, 거주자의 주관 적 반응인 주거만족과 객관적 환경지표의 하나인 주거환경유형들(건물유형 과 건물배치유형)과의 인과적 관련도가 본 연구에서 중점적으로 토의된다. 한국의 6개 대단위 공동주택단지가 본 연구의 대상지로 선정되었고, 표본 추출시 건물유형과 건물배치유형을 고려한 다단계 표집방법(multistage sampling)이 사용되었다. 설문면답방법(modified structured survey)에 의해 646명의 처리 가능한 응답이 수거되었다. 인과모형 검증의 첫 단계로서 다 수의 설문문항을 원래 관심있는 소수의 변수로 정선, 추출하기 위한 방법 으로 요인분석이 사용되었다. 요인분석으로부터 정선, 추출된 변수를 이용 해서 본 연구의 가설모형이 정립되고, 그 모형을 검증하기 위한 방법으로 경로분석이 사용되었다. 분석결과를 요약해 볼 때, 건물유형과 건물배치유 형 모두가 거주자의 지각, 인식, 태도 등의 적절한 매개변수들을 통해 거주 자의 주거만족에 유의한 영향을 미치는 것으로 나타났다. 건물유형은 일반 적으로 저층주거에서 고충주거로 바뀌면서, 거주자의 주거만족에 부정적인 영향을 미치고 있음이 확인되었고, 고층주거가 거주자에게 주는 시각적 단 조로움, 과밀감, 그리고 주차장을 포함한 옥외공간 이용상의 불편들과 또 그들로 인한 낮은 안전성 및 경관에 대한 불만족 등이 그 이유로서 밝혀졌 다. 건물배치유형의 경우, U자형의 배치유형이 선형배치유형에 비해 과밀 감 해소, 시각적 명료성 향상, 그리고 옥외공간 이용상의 편리 등 및 또 그 에 따른 경관에 대한 만족의 향상 때문에 거주자의 주거만족을 높이는 데 유리한 것으로 나타났다. 주거와 관련된 설계 및 계획분야를 위한 여러 다 양한 제안들이 본 연구에서 제시되고, 추후 관련 연구들을 위한 가능성들 도 토의되었다. 그 유용성 때문에, 아직 많은 이론적, 방법론적, 그리고 분 석상의 문제에도 불구하고, 객관적 환경지표들과 이용자들의 만족을 포함 한 다양한 주관적 변수들과의 관계를 경험적으로 밝히려는 시도가 계속되 어야 할 것으로 사료된다.

  • PDF

A Corpus-driven Approach to Korean and English Newspaper Obituaries (빈도 분석을 활용한 한·영 사망기사 특징 비교)

  • Shin, Hyejung
    • The Journal of the Korea Contents Association
    • /
    • v.14 no.11
    • /
    • pp.592-601
    • /
    • 2014
  • This study examines newspaper obituaries in Korean media and English media. Initially, 100 Korean obituaries were collected from the JoongAng Ilbo which span over more than three years, from May 2011 to August 2014. After that, another 50 Korean obituaries were gathered from the DongA Ilbo which were published over the same time period with the JoongAng Ilbo. As for English newspapers, obituaries from the New York Times and the Guardian were included in the corpus for comparison. First, the structure and composition of obituaries in each language (Korean and English) are compared. Korean obituaries show a pattern of a combination of a death notice and an obituary. Second, distinct features of each newspaper are discussed. The JoongAng Ilbo has its obituary section titled "Life and Memories", and the DongA Ilbo's obituaries are under the heading of "Rest in Peace." Obituaries in the New York Times appear in print on different pages of the paper according to the deceased's field of interest. Following discussion of formal structure and characteristics of each newspaper, Korean and English obituaries will be compared in terms of content and cultural context.

Trend Analysis of News Articles Regarding Sungnyemun Gate using Text Mining (텍스트마이닝을 활용한 숭례문 관련 기사의 트렌드 분석)

  • Kim, Min-Jeong;Kim, Chul Joo
    • The Journal of the Korea Contents Association
    • /
    • v.17 no.3
    • /
    • pp.474-485
    • /
    • 2017
  • Sungnyemun Gate, Korea's National Treasure No.1, was destroyed by fire on February 10, 2008 and has been re-opened to the public again as of May 4, 2013 after a reconstruction work. Sungnyemun Gate become a national issue and draw public attention to be a major topic on news or research. In this research, text mining and association rule mining techniques were used on keyword of newspaper articles related to Sungnyemun Gate as a cultural heritage from 2002 to 2016 to find major keywords and keyword association rule. Next, we analyzed some typical and specific keywords that appear frequently and partially depending on before and after the fire and newpaper companies. Through this research, the trends and keywords of newspapers articles related to Sungnyemun Gate could be understood, and this research can be used as fundamental data about Sungnyemun Gate to information producer and consumer.

The study on Quantitative Analysis of Emotional Reaction Related with Step and Sound (스텝과 사운드의 정량적 감성반응 분석에 관한 연구)

  • Jeong, Jae-Wook
    • Archives of design research
    • /
    • v.18 no.2 s.60
    • /
    • pp.211-218
    • /
    • 2005
  • As digital Information equipment is new arrival, new paradigm such as 'function exist but form don't' is needed in the field of design. Therefore, the activity of design is focused on the relationship of human and machine against visual form. For that reason, it is involved emotional factor in the relationship and studied on new field, the emotional interlace. The goal of this paper is to suggest the way of emotional interface on searching multimedia data. The main target of paper is effect sound and human's step and the main way of research is visualization after measuring and analyzing numerically similarity level among emotion-words. This paper suggests the theoretical bad(ground such as personal opinion, the character of auditory information and human's step and case studies on the emotion research. The experimental content about sound is fueled from my previous research and the main experimental content about human's step is made with regression-expression to substitute Quantification method 1 for value about stimulation. The realistic prototype to apply the research result will is suggested on the next research after studying the search environment.

  • PDF