• Title/Summary/Keyword: Frequency focusing

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Trend Analysis of FinTech and Digital Financial Services using Text Mining (텍스트마이닝을 활용한 핀테크 및 디지털 금융 서비스 트렌드 분석)

  • Kim, Do-Hee;Kim, Min-Jeong
    • Journal of Digital Convergence
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    • v.20 no.3
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    • pp.131-143
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    • 2022
  • Focusing on FinTech keywords, this study is analyzing newspaper articles and Twitter data by using text mining methodology in order to understand trends in the industry of domestic digital financial service. In the growth of FinTech lifecycle, the frequency analysis has been performed by four important points: Mobile Payment Service, Internet Primary Bank, Data 3 Act, MyData Businesses. Utilizing frequency analysis, which combines the keywords 'China', 'USA', and 'Future' with the 'FinTech', has been predicting the FinTech industry regarding of the current and future position. Next, sentiment analysis was conducted on Twitter to quantify consumers' expectations and concerns about FinTech services. Therefore, this study is able to share meaningful perspective in that it presented strategic directions that the government and companies can use to understanding future FinTech market by combining frequency analysis and sentiment analysis.

A Study on the Archival Information Services of Economic Policy Using Text Mining Methods: Focusing on Economic Policy Directions (텍스트 마이닝을 활용한 경제정책기록서비스 연구: 경제정책방향을 중심으로)

  • Yeon, Jihyun;Kim, Sungwon
    • Journal of Korean Society of Archives and Records Management
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    • v.22 no.2
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    • pp.117-133
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    • 2022
  • The archival content listed arbitrarily makes it difficult for users to efficiently access the records of major economic policies, especially given that they use it without understanding the required period and context. Using the text mining techniques in the 30-year economic policy direction from 1991 to 2021, this paper derives economic-related keywords and changes that the government mainly dealt with. It collects and preprocesses major economic policies' background, main content, and body text and conducts text frequency, term frequency-inverse document frequency (TF-IDF), network, and time series analyses. Based on these analyses, the following words are recorded in order of frequency: "job(일자리)," "competitive(경쟁력)," and "restructuring(구조조정)." In addition, the relative ratio of "job (일자리)," "real estate(부동산)," and "corporation(기업)," by year was analyzed in terms of chronological order while presenting major keywords mentioned by each government. Based on the results, this study presents implications for developing and broadening the area of archival information services related to economic policies.

Design of Electronic Ballast Reducing Acoustic Resonances Phenomina in Metal Halide Discharge Tube (메탈 할라이드 방전관 내의 음향 공명을 감소시킨 전자식 안정기 설계)

  • 김기정;박종연
    • The Transactions of the Korean Institute of Power Electronics
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    • v.4 no.5
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    • pp.405-412
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    • 1999
  • Meta! Halide Discharge(]\1HD) Iamps have good color rendition, long life and good focusing capability but h have flickers bv acoustic resonances. We have designed the electronic ballast for reducing acoustic resonances in high pressure discharge tube. The ballast consists of main two parts, the first part is a half-bridge inverter to make a square wave form a and the st'Cond part is a flyback converter to combine the low frequency and high frequency component. As a r result of this study, we conclude that MHD lamps of 70 watt 따c very well light(D without acoustic resonance p phenomena by the elestronic ballast.

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Power Consumption and Sensitivity ratio of VCM-type Actuator for Disk Drive (디스크 드라이브용 VCM 액추에이터의 전력 소모와 감도비에 관한 연구)

  • Kim, Sun-Mo;Jang, Dong-Seob;Yoon, Jinwook
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.14 no.12
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    • pp.1207-1222
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    • 2004
  • In this paper, the explicit equations on the power consumption and sensitivity ratio of VCM-type actuator for disk drive are proposed. The power consumption and sensitivity ratio is derived in frequency domain. The power consumption during the track following of the actuator can be described well in frequency domain and it can be used to calculate the total power dissipation of the actuator which is needed to compensate the tracking and focusing errors. Also, the sensitivity ratio of an actuator is derived by using the reference servo of a disk drive and will be used to optimally obtain the performances of the actuator. This sensitivity ratio can persuasively explain the basis of the target performances of the actuator in the considerations of the reference servo. The usefulness of the proposed equations for the sensitivity ratio and power consumption of an actuator is shown by a lot of simulations. In the near future, we will verify the simulation results by experiments.

EEG Nonlinear Interdependence Measure of Brain Interactions under Zen Meditation

  • Huang, Hsuan-Yung;Lo, Pei-Chen
    • Journal of Biomedical Engineering Research
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    • v.29 no.4
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    • pp.286-294
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    • 2008
  • This work investigates the characteristics of brain interactions of experienced Zen-Buddhist practitioners by obtaining multichannel EEG (electroencephalogram) data. Brain interactions were compared among three phases-40-minute meditation (M), 5-minute Chakra-focusing practice (Z) and rest with closed eyes (R). The similarity index S, developed in nonlinear dynamical system theory, was employed to measure the degree of possibly asymmetric coupling. Meditators exhibited, overall, stronger interactions among multiple cortical areas in meditation stages M and Z than in the R state. This enhancement was greater in the M stage when the meditator was accompanied by a thought-free and fully consciousness state. In the high-frequency band (>13Hz), the interdependence was also higher in both meditation stages than at baseline rest. However, the interaction strength, especially in the posterior regions, was greatest in the Z stage, which involved internal attention. Few electrode pairs were observed with significant pair-wise asymmetry in the Z state. The similarity is a possible characteristic of dense reciprocal and strong mutual interactions between multiple cortical areas during meditation - especially in the Z state in the high-frequency band. These results demonstrate that profound Zen meditation induces various dynamic states in different phases of meditation, possibly reflected by nonlinear interdependence measure.

Evaluation of Single Nucleotide Polymorphisms (SNPs) Genotyped by the Illumina Bovine SNP50K in Cattle Focusing on Hanwoo Breed

  • Dadi, Hailu;Kim, Jong-Joo;Yoon, Du-Hak;Kim, Kwan-Suk
    • Asian-Australasian Journal of Animal Sciences
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    • v.25 no.1
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    • pp.28-32
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    • 2012
  • In the present study, we evaluated the informativeness of SNPs genotyped by the Illumina Bovine SNP50K assay in different cattle breeds. To investigate these on a genome-wide scale, we considered 52,678 SNPs spanning the whole autosomal and X chromosomes in cattle. Our study samples consists of six different cattle breeds. Across the breeds approximately 72 and 6% SNPs were found polymorphic and fixed or close to fix in all the breeds, respectively. The variations in the average minor allele frequency (MAF) were significantly different between the breeds studied. The level of average MAF observed in Hanwoo was significantly lower than the other breeds. Hanwoo breed also displayed the lowest number of polymorphic SNPs across all the chromosomes. More importantly, this study indicated that the Bovine SNP50K assay will have reduced power for genome-wide association studies in Hanwoo as compared to other cattle breeds. Overall, the Bovine SNP50K assay described in this study offer a useful genotyping platform for mapping quantitative trait loci (QTLs) in the cattle breeds. The assay data represent a vast and generally untapped resource to assist the investigation of the complex production traits and the development of marker-assisted selection programs.

Analysis of Users' Utility on the Virtual Currency in Mobile Games: Focusing on S Mobile Game (모바일 게임 내 가상통화에 대한 이용자들의 효용 분석: S 모바일 게임을 중심으로)

  • Park, Jong-Won;Yoo, Chang-Sok;Yang, Sung-Byung
    • The Journal of Information Systems
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    • v.27 no.3
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    • pp.141-160
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    • 2018
  • Purpose The purpose of this study is to verify mobile game users' perceived utilities about real (price) and virtual (Ruby) currencies, which are the major factors of in-app purchase (IAP) widely used as a business model in a mobile game industry. Design/methodology/approach By using sales volume and sales frequency data for products sold in an 'S' mobile game from the 'D' mobile game company, we conducted a conjoint analysis according to the procedure recommended by Bicheno (2009). Findings The results of this study indicate that (1) mobile game users have greater utility for a virtual currency (Ruby) than for a real currency (price), (2) mobile game users' utility for virtual (Ruby) and real (price) currencies varies depending on sales volume and sales frequency, as well as (3) mobile markets (e.g., Google Play Store vs. Apple App Store), and (4) mobile game users have greater utility for a virtual currency (Ruby) which can be used readily than later.

A Study on the Korea Weather Environment for Icing Airworthiness of Military Helicopter (군용헬기 결빙 감항인증을 위한 국내 기상환경에 관한 연구)

  • Hur, Jangwook;Shin, Baekcheon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.17 no.3
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    • pp.304-310
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    • 2014
  • Based on atmosphere weather data by balloon in Osan and Gwangju area, if icing condition occurs in weather environment of altitude range where helicopter is operated was analyzed in quantitative way. Yearly icing occurrence frequency for daytime during recent three years was average 102 days in Osan, average 91 days in Gwangju. Icing weather environment to highly affect operation of helicopter varies a little according to analysis methods but icing intensity at MDT level was calculated in all the methods, and 14.5~38 times was suggested in Osan; 2.5~30 times in Gwangju. Icing at MDT level was calculated in common in all the analysis methods through wide periods such as Jan., Feb., Mar., and Nov. in Osan. In Gwangju, icing at MDT level was suggested focusing on Jan. only. Therefore, military helicopter developed in Korea is required to strive obtaining certificate of airworthiness about icing condition at MDT level for implementation of perfect operational mission and safe operation.

A Study on Online Game Experience and Social Self-efficacy (온라인게임경험과 사회적 효능감에 관한 연구)

  • Jang, Yei-Beech;Park, Su-Ho;Ryu, Seoung-Ho
    • Journal of Korea Game Society
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    • v.8 no.2
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    • pp.97-105
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    • 2008
  • This research investigates on relationships between game experience and its positive effects by using social self-efficacy measurement. When playing MMORPG, game users communicate with each other and go through various social experiences. Thus, online game offer a virtual place where we can have social interactions and it eventually expands our daily life. In this study, we used regression analysis to explore how online game experiences influence social self-efficacy. The results indicated that a group with higher frequency game use presented higher social self-efficacy. We suggest future researches and discussions focusing on the positive effects of game use rather than negative issues and game restrictions.

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Literature Review of Exercise Therapy Effects in Patients with Breast Cancer (유방암 환자의 운동치료 효과에 대한 문헌고찰)

  • Kim, Inseop
    • Journal of The Korean Society of Integrative Medicine
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    • v.2 no.2
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    • pp.49-58
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    • 2014
  • Purpose : This study was to evaluate the effectiveness of exercise therapies for breast cancer patients through review analysis of the rehabilitation they had usually received to increase the quality of their lives. Exercise therapy for breast cancer patients has proven to be highly effective, so it is strongly recommended. Method : Focusing on breast cancer-related journal articles published since 1990, an analysis using the Spolit and Medline search engines was undertaken of breast krebs, tumors, cancer, sportaktivitaet, and exercise in patients with breast cancer. Exercise for breast cancer patients has been considered to have positive effects on fatigue, muscle weakness, and the range of motion of upper extremities, as well as on depression. Breast cancer patients have to be divided according to their identifying clinical characteristics, and then have to be prescribed a suitable exercise program. In accordance with previous articles, a varied exercise program was organized in terms of frequency, duration, and intensity. The frequency was more than three times per week. Its duration was about 30 minutes per session. Result : The intensity of exercise was moderate. The types of exercises included recommended strengthening exercises, as well as various aerobic exercises. Based on previous data, a new exercise method for breast cancer patients was introduced in this study. Conclusion : Above all, exercise programs should be planned according to the different characteristics of breast cancer patients, in order to reduce physical impairments and psychological problems.