• Title/Summary/Keyword: Trend analysis studies

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The Relationship between Apartment Price Index and Naver Trend Index (아파트가격지수와 네이버 트렌드지수 간의 연관성)

  • Yoo, Han-Soo
    • Land and Housing Review
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    • v.13 no.4
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    • pp.45-53
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    • 2022
  • This paper investigates empirically the lead-lag relation between the 'apartment price index' and 'Internet search volume'. This study uses Naver Trend Index as a proxy for Internet search volume. An increase in Internet search volume on the apartment price index indicates an increase in people's attention to an apartment. Different from previous studies exploring the relation between 'the released price index of the apartment' and 'Naver Trend Index', this study investigates the relation of the Naver Trend Index with 'the fundamental price component of an apartment' and 'the transitory price component of an apartment', respectively. The results of the Granger causality test reveal that there are bidirectional Granger causalities between the 'released price' and Naver Trend Index. In addition, the 'fundamental price component of an apartment' and Naver Trend Index have a feedback relation, while 'the transitory price component of an apartment' Granger causes the Naver Trend Index uni-directionally. The impulse response function analysis indicates that the shock of apartment prices increases Naver Trend Index in the first month. Overall, The close relationship between apartment prices and Naver Trend Index suggests that increases in the movement of apartment prices are positively associated with public attention on the apartment market.

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
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    • v.26 no.1
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    • pp.1-28
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    • 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.

An analysis on the research trend of teaching and learning methods of informatics education in Korea (정보 교육의 교수·학습 방법에 대한 국내 연구 동향 분석)

  • Lee, Seungjin;Choe, Hyunjong
    • The Journal of Korean Association of Computer Education
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    • v.20 no.5
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    • pp.15-33
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    • 2017
  • The 2015 revised educational curricula focused on creative and convergent student education, so the importance of informatics education is arising along with emphases on its teaching and learning methods. This study has analyzed the research trend of teaching and learning methods and suggested their implications by selecting 179 studies of same keyword searching from 2000 to the present years and classifying them into 16 categories. This analysis showed that problem based learning was the most researched topic on these subjects, while unplugged learning, Creative Problem Solving model and peer teaching were among the actively studied topics. In the content domain of informatics curriculum, the problem solution and programming was most researched. This study is expected to suggest implications for not only studying informatics education research but also selecting teaching and learning methods in the field of class for teachers.

An Analysis of Long-term Trends in Precipitation Acidity of Seoul, Korea (서울지역 강수 산성도의 장기적인 경향분석)

  • 강공언;임재현;김희강
    • Journal of Korean Society for Atmospheric Environment
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    • v.13 no.1
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    • pp.9-18
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    • 1997
  • Precipitation samples were collected by the wet- only event sampling method from Seoul during September 1991 to April 1995. These samples were analyzed for the concentrations of the major ionic components (N $O_3$$^{[-10]}$ , N $O_2$$^{[-10]}$ , S $O_4$$^{2-}$, C $l^{[-10]}$ , $F^{[-10]}$ , N $a^{+}$, $K^{+}$, $Ca^{2+}$, $Mg^{2+}$, and N $H_4$$^{+}$), pH, and electric conductivity. During the study period, a total of 182 samples were collected, but only 163 samples were used for the data analysis via quality assurance of precipitation chemistry data. The volume-weighted pH was found to be 4.7. The major acidifying species from our precipitation studies were identified to be non-seasalt sulfate (84$\pm$9 $\mu$eq/L) and nitrate (24$\pm$2 $\mu$eq/L) except for chloride. Because the Cl/Na ratio in the precipitation was close to the ratio in seawater. If all of the non-seasalt sulfate and nitrate were in the form of sulfuric and nitric acids, the mean pH in the precipitation could have been as low as 3.7 lower than the computed value. Consequently, the difference between two pH values indicate that the acidity of precipitation was neutralized by alkaline species. The equivalent concentration ratio of sulfate to nitrate was 3.5, indicating that sulfuric and nitric acids can comprise 78% and 22% of the precipitation acidity, respectively. Analysis of temporal trend in the measured acidity and ionic components were also performed using the linear regression method. The precipitation acidity generally showed a significantly decreasing trend, which was compatible with the pattern of the ratio (N $H_4$$^{+}$+C $a^{2+}$)/ (nss-S $O_4$$^{2-}$+N $O_3$$^{[-10]}$ ).).

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Trend Analysis using Spatial-Temporal Visualization of Event Information based on Social Media (소셜 미디어에 기반한 이벤트 정보의 시공간적 시각화를 통한 추이 분석)

  • Oh, Hyo-Jung;Yun, Bo-Hyun;Yoo, Cheol-Jung;Kim, Yong
    • Journal of Internet Computing and Services
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    • v.15 no.6
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    • pp.65-75
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    • 2014
  • The main focus of this paper is to analyze trend of event informations in a variety of mass media by graphical visualization in axis of the time and location. Especially, continuity analysis based on user-generated social media can reflect the social impact of a certain event according to change time and location and their directional changes. To reveal the characteristics of continuous events, we survey the data set collected from news articles and tweets during two years. Based on case studies on 'disease' and 'leisure', we verify the effectiveness and usefulness of our proposed method. Even though some events occurred during same period, we showed directional changes which have high-impact in social media referred user interest's, compared with fact-based continuous visualization results.

The Trend of Location-based Services by Analysis of Patent Map (특허맵 분석에 의한 위치기반서비스 기술 동향)

  • Cho Dae-Soo;Kang Doo-Chull
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2006.05a
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    • pp.1-6
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    • 2006
  • 위치기반서비스(Location-based Services: LBS)는 현재 이동통신 기술의 발달과 더불어 전 세계 이동통신시장에서 가장 활발하게 연구되고 있는 차세대 기술 분야이다. 국내에서는 최근 이동통신 회사에서 위치기반서비스에 기반을 둔 다양한 부가서비스를 제공하면서 위치기반서비스에 대한 높은 관심을 받고 있다. 위치기반서비스는 기술별로 위치측위기술, LBS플랫폼 기술, LBS 응용서비스 기술로 분류될 수 있다. 본 논문에서는 1991년부터 현재까지 위치기반서비스의 기술 분야별로 출원 및 등록된 특허를 분석함으로서 위치기반서비스의 기술동향에 대해 살펴본다.

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Analysis on Recent Research Trend in Korean Social Enterprise Studies (한국의 사회적 기업 최근 연구 동향에 대한 분석)

  • Choi, gwang-ung;Sim, hye-young;Youn, ho-chang
    • Proceedings of the Korea Contents Association Conference
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    • 2012.05a
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    • pp.159-160
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    • 2012
  • 본 연구에서는 최근 관심이 높아지고 있는 사회적 기업에 대한 연구동향을 살펴보고, 향후 연구를 위한 시사점을 제시하고자 한다. 이를 위해 2001년부터 2012년까지 사회적 기업, 사회적 기업가에 대한 주제로 발표된 국내 학위논문 및 학술논문을 분석하고, 시사점을 제시하고자 한다. 현재 학계에서 이뤄지는 주요 연구 분야에 대해 확인하고, 보완해야 할 점을 제시한다.

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A Study on the Structural Analysis for Fatal Industrial Accidents using Multivariate Analysis Methods (다변량 분석기법을 활용한 중대재해 구조분석에 관한 연구)

  • Im, Jeong-Eun;Lee, Hong-Cheol;Park, Seong-Jun
    • Journal of the Ergonomics Society of Korea
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    • v.23 no.4
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    • pp.23-34
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    • 2004
  • The importance of the industrial safety has been growing gradually as well as the prevention activities on industrial accidents. Industrial accident rates have been decreasing by the prevention activities. However, the fatal industrial accidents such as the death tend to increase and risk per accident has increased. The previous studies on the industrial accidents focus on the entire accidents. However, these studies are lacking for the fatal industrial accidents such as the death. The purpose of this paper is to analyze the characteristics and trend of death which occurred by industrial accident, based on the real data of deaths collected last 5 years from 1999 to 2003 in korea. This paper suggests a analysis method using MDS(MultiDimensional Scaling) that considers accidents variables and properties simultaneously. We evaluate MDPREF (Multidimensional Analysis of Preference Data), one of the MDS analysis, to know the relations between the type of industry and region as well as the type of industry and occupation. This paper finds the type of industry which has high possibilities of death by regional groups. In addition, we find the type of occupation which has high possibilities of death by the type of industry. These findings indicate that industrial classification should be differently controled according to type of occupation and region.

A Study on Research Trends of Age-Friendly Using Text Network Analysis : Focusing on 「The Korean Journal of Health Service Management」 (2007-2018) (텍스트 네트워크 분석을 활용한 고령친화 분야의 연구동향 분석 : 「보건의료산업학회지」 게재논문(2007~2018)을 중심으로)

  • Ko, Min-Seok
    • The Korean Journal of Health Service Management
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    • v.13 no.4
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    • pp.19-31
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    • 2019
  • Objectives: The purpose of this study was to analyze research trends in age-friendly research and suggest directions for future research. Methods: For this study, 112 articles related to age-friendly research were selected, from 605 published articles in The Korean Journal of Health Service Management (2007-2018). Content analysis and text network analysis were conducted using SPSS 23.0 and NetMiner 4. Results: First, 2 authors (30.4%) and 4 keywords (45.5%) were the most studied. Most of the studies used quantitative research (93.8%). Primary data (61.9%) and SPSS (77.7%) were the most used for analysis. Second, there were seven common keywords in the top 10 in all the centralities. They were Elderly, Geriatric Hospital, Depression, Care Workers, Long-Term Care Facilities, Experience, and Attitude. Conclusions: This study shows the need for diversity of research topics, subjects, research methods, and analytical tools in future age-friendly related studies. In addition, it suggests activating convergence research in this field linked to various industries and services.

Meta-analysis of the CYP1A2 -163C>A Polymorphism and Lung Cancer Risk

  • Deng, Sheng-Qiong;Zeng, Xian-Tao;Wang, Yun;Ke, Qing;Xu, Qiong-Li
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.5
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    • pp.3155-3158
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    • 2013
  • Many published studies have concerned associations between the CYP1A2 -163 C>A polymorphism and risk of lung cancer, but the results have been inconsistent. Therefore, we performed a meta-analysis to obtain a more precise estimate. We searched the PubMed database up to March 1, 2013 for relevant cohort and case-control studies. Supplementary search was conducted manually by searching the references of the included studies and relevant meta-analyses. A meta-analysis was performed using RevMan 5.2 software for calculation of pooled odds ratios (ORs) and relevant 95% confidence intervals (CIs) after data extraction. Finally, seven case-control studies and one nested case-control study involving 1,675 lung cancer patients and 2,393 controls were included. The meta-analysis showed that there was no association of CYP1A2 -163 C>A polymorphism with risk of lung cancer overall [(OR=0.89, 95%CI= 0.74-1.07) for C vs. A; (OR=0.73, 95%CI= 0.50-1.07) for AA vs. CC ; (OR=0.82, 95%CI= 0.62-1.09) for AC vs. CC; (OR=0.79, 95%CI= 0.58-1.07) for (AC+AA) vs. CC; and (OR=0.87, 95%CI= 0.67-1.13) for AA vs. (CC+AC)]. Subgroup analysis indicated that there was an associationbetween CYP1A2 -163C>A polymorphism and lung cancer risk for population-based controls, a trend risk for SCCL (squamous cell carcinoma of lung) and Caucasians. These results suggested that -163 C>A polymorphism is likely to be associated with risk of lung cancer compared with population-based controls.