• Title/Summary/Keyword: Frequency of Words

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A Convergence Study for Development of Psychological Language Analysis Program: Comparison of Existing Programs and Trend Analysis of Related Literature (심리학적 언어분석 프로그램 개발을 위한 융합연구: 기존 프로그램의 비교와 관련 문헌의 동향 분석)

  • Kim, Youngjun;Choi, Wonil;Kim, Tae Hoon
    • Journal of the Korea Convergence Society
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    • v.12 no.11
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    • pp.1-18
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    • 2021
  • While content word-based frequency analysis has obvious limitations to intentional deception or irony, KLIWC has evolved into functional word analysis and KrKwic has evolved as a way to visualize co-occurrence frequencies. However, after more than 10 years of development, several issues still need improvement. Therefore, we tried to develop a new psychological language analysis program by analyzing KLIWC and KrKwic. First, the two programs were analyzed. In particular, the morpheme classification of KLIWC and the Korean morpheme analyzer was compared to enhance the functional word analysis function, and the psychological dictionary were analyzed to strengthen the psychological analysis. As a result of the analysis, the Hannanum part-of-speech analyzer was the most subdivided, but KLIWC for personal pronouns and KKMA for endings and endings were more subdivided, suggesting the integrated use of multiple part-of-speech analyzers to strengthen functional word analysis. Second, the research trends of studies that analyzed texts with these programs were analyzed. As a result of the analysis, the two programs were used in various academic fields, including the field of Interdisciplinary Studies. In particular, KrKwic was used a lot for the analysis of papers and reports, and KLIWC was used a lot for the comparative study of the writer's thoughts, emotions, and personality. Based on these results, the necessity and direction of development of a new psychological language analysis program were suggested.

Systematic Review about Occupational Therapy Interventions Applied to the Improvement of Activities of Daily Living in Dementia Patients (치매 환자의 일상생활활동 능력향상에 적용된 작업치료 중재에 관한 체계적 고찰)

  • Kwag, Sung-Won;Na, Hyun-Jun;Kwang, Shin-Wok;Nam, Ju-Hyun
    • Journal of Korean Clinical Health Science
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    • v.2 no.1
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    • pp.35-45
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    • 2014
  • Purpose: This study analyzes occupational therapy interventions to improve activities of daily living (ADL) in dementia patients and the instruments used to verify their effects through a systematic review and attempts to use the results as preliminary data in selecting further interventions and instruments. Method: The databases searched included NDSL, DBpia, RISS, KISS and National Assembly Library with search words including 'Alzheimer's disease', 'Alzheimer', 'daily living' and 'ADL.' The subjects of analysis were a total of 7 studies, and a frequency analysis was used for the usage count of the interventions used in each study. In order to provide evidence, PICO Method was used for sorting. Result: As a result of this study, there were 7 occupational therapy interventions applied to improve ADL in dementia patients, which were used 7 times total. As for the instruments used to validate the effects of the interventions for the ADL, it turned out that '3 studies used AMPS (42.9%),' which was the most, followed by 'Allen Cognitive Level Screen' (ACLS) and Functional Independence Measure' (FIM), respectively used in 2 studies (28.6%); and 'Modified Barthel Index' (MBI) and 'Philadelphia Geriatric Center IADL' (PGC IADL), respectively used in 1 study. Regarding the qualitative level of evidence, it turned out that 4 studies were Level III (57.1%), followed by 2 studies at Level IV (28.6%) and 1 study at Level I (14.3%). Conclusion: This study suggested the kinds and frequencies of usage of the interventions and instruments of occupational therapy for the improvement of ADL in dementia patients, and the studies of evidence were presented by the PICO Method. It is judged that the results of this study can be used as preliminary data in selecting interventions and instruments to improve the ADL in dementia patients. In the future, studies should be carried out on the ADL in other areas related to dementia.

A Study on the Plan-type of Pit-dwelling site in Joseon dynasty - Focusing on the Pit-dwelling of Seoul·Gyeonggi region - (조선시대 수혈주거지의 평면유형 연구 -서울·경기지역 수혈주거지를 중심으로-)

  • Seo, Ji-Eun;Hong, Seung-Jae
    • Journal of architectural history
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    • v.24 no.3
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    • pp.43-56
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    • 2015
  • Researches on the pit dwellings in the Joseon Dynasty era have been constantly conducted in the archeology field since the beginning of the 2000s. Most of the related researches in the past have been on the classification and chronological record of dwelling types in archeology, but architectural researches on the dwelling history that is connected from the prehistoric age to the Joseon Dynasty era are insufficient. There are no big differences between the excavated pit dwellings of the Joseon Dynasty era and those of the prehistoric age, so pit dwellings were considered to have been used as dwellings for common people until the Joseon dynasty era. This fact is confirmed by the frequency and density of pit dwellings. In this research, what space composition of the pit dwellings that are equipped with the Korean floor heating system is shown according to the plan types was examined and the development and transition process from pit dwellings to Folk houses were analyzed and their correlations with the Folk houses of the Joseon Dynasty era were examined. The Folk house form did not start with the form of the house on the ground but originate from the introduction of Ondol, the Korean floor heating system, to pit dwellings. As the Korean floor heating system is used, the room and kitchen space are composed in the pit dwelling, and the kitchen is expanded to the one that separates the fireplace for cooking to avoid heating that is unnecessary for the summer season. As the size of the dwelling was getting bigger, the division of the space is made by the pillars that support the interior space. Also, the dwelling is expanded into a single row house and a double row house according to the progress direction of Ondol. In other words, the pit dwellings in the Joseon Dynasty era develops with making up diverse floors through the combination and expansion of Ondol and kitchen according to the dweller's convenience and life style and surrounding environment. This research is significant in the sense that it helps understand the formation and development process of our traditional Folk houses and fills the gap between the pit dwellings, which have been dealt with inadequately, and traditional Folk houses in the Korean dwelling history.

A Study of the Definition and Components of Data Literacy for K-12 AI Education (초·중등 AI 교육을 위한 데이터 리터러시 정의 및 구성 요소 연구)

  • Kim, Seulki;Kim, Taeyoung
    • Journal of The Korean Association of Information Education
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    • v.25 no.5
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    • pp.691-704
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    • 2021
  • The development of AI technology has brought about a big change in our lives. The importance of AI and data education is also growing as AI's influence from life to society to the economy grows. In response, the OECD Education Research Report and various domestic information and curriculum studies deal with data literacy and present it as an essential competency. However, the definition of data literacy and the content and scope of the components vary among researchers. Thus, we analyze the semantic similarity of words through Word2Vec deep learning natural language processing methods along with the definitions of key data literacy studies and analysis of word frequency utilized in components, to present objective and comprehensive definition and components. It was revised and supplemented by expert review, and we defined data literacy as the 'basic ability of knowledge construction and communication to collect, analyze, and use data and process it as information for problem solving'. Furthermore we propose the components of each category of knowledge, skills, values and attitudes. We hope that the definition and components of data literacy derived from this study will serve as a good foundation for the systematization and education research of AI education related to students' future competency.

A study on improving fairness and congestion control of DQDB using buffer threshold value (버퍼의 문턱치값을 이용한 DQDB망의 공평성 개선 및 혼잡 제어에 관한 연구)

  • 고성현;조진교
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.4
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    • pp.618-636
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    • 1997
  • DQDB(Distributed Queue Dual Bus) protocol, the IEEE 802.6 standard protocol for metropolitan area networks, does not fully take advantage of the capabilities of dual bus architecture. Although fairness in bandwidth distribution among nodes is improved when using so called the bandwidth balancing mechanism, the protocol requires a considerable amount of time to adjust to changes in the network load. Additionally, the bandwidth balancing mechanism leaves a portion of the available bandwidth unused. In a high-speed backbone network, each node may act as a bridge/ router which connects several LANs as well as hosts. However, Because the existence of high speed LANs becomes commonplace, the congestionmay occur on a node because of the limitation on access rate to the backbone network and on available buffer spaces. to release the congestion, it is desirable to install some congestion control algorithm in the node. In this paper, we propose an efficient congestion control mechanism and fair and waster-free MAC protocol for dual bus network. In this protocol, all the buffers in the network can be shared in such a way that the transmission rate of each node can be set proportional to its load. In other words, a heavily loaded node obtains a larger bandwidth to send the sements so tht the congestion can be avoided while the uncongested nodes slow down their transmission rate and store the incoming segments into thier buffers. this implies that the buffers on the network can be shared dynamically. Simulation results show that the proposed probotol significantly reduces the segment queueing delay of a heavily loaded node and segment loss rate when compared with original DQDB. And it enables an attractive high throughput in the backbone network. Because in the proposed protocol, each node does not send a requet by the segment but send a request one time in the meaning of having segments, the frequency of sending requests is very low in the proposed protocol. so the proposed protocol signigificantly reduces the segment queuing dely. and In the proposed protocol, each node uses bandwidth in proportion to its load. so In case of limitation of available buffer spaces, the proposed protocol reduces segment loss rate of a heavily loaded node. Bandwidth balancing DQDB requires the wastage of bandwidth to be fair bandwidth allocation. But the proposed DQDB MAC protocol enables fair bandwidth without wasting bandwidth by using bandwidth one after another among active nodes.

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The Generalized Characteristics of Extinction Ratio for a Directional Coupler and Design of Compact 1310/1550 nm Demultiplexer (방향성 결합기 소멸비 특성의 일반화 경향과 파장분리기의 소형화 설계)

  • Choi, Chul-Hyun;O, Beom-Hoan;Lee, Seung-Gol;Park, Se-Geun;Lee, El-Hang
    • Korean Journal of Optics and Photonics
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    • v.16 no.5
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    • pp.446-449
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    • 2005
  • In a directional coupler, the design process requires repeated calculation of the characteristics of every changed structure, because it is generally difficult to expect the extinction ratio to be optimized over the entire variation of design parameters. In this paper, we systematically simulated the extinction ratio as a function of the design parameters, and analyzed the general tendency of that characteristic. In other words, we could find the generalized extinction ratio curve if the separation distance is normalized by the waveguide width. Here, the extinction ratio is shown to be increased as the normalized frequency (v) and the ratio (d) of the separation distance over the waveguide width were increased. For various structures with same ratio d, all corresponding extinction ratio curves as a function of v coincide with each other. We showed the usefulness of the generalized extinction ratio curve by applying it to the design and the fabrication of 1310/l550 nm demultiplexer, as it was convenient to design a shorter directional coupler with targeted extinction ratio from this curve.

A study on the negative factors reflected in the will and the factors of well-aging as an alternative (유서에 반영된 부정적 요인과 대안으로서의 웰에이징 요소 연구)

  • Park, Arma;Kwon, On;Ahn, Sang-Yoon;Kim, Kwang-Hwan
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.343-352
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    • 2021
  • The purpose of this article is to study the negative factors reflected in the will and the factors of well aging as an alternative. The survey data was 36 wills published in the media such as newspapers and broadcasting between 2008 and 2020. As a result, various aspects of negative factors were found in youth wills between the ages of 13 and 34. In middle-aged wills between the ages of 35 and 49, female was not found. The negative factors in the socio-economic aspects were remarkable in the wills of adulthood between the ages of 50 and 64. All the writers of wills over the age of 65 were women, and their writings were strongly linked to the spiritual side. In view of these results, the will explored in this study can paradoxically become a proposal for a complete life. The will is a record with the potential of well aging. Sources of the suicide note included daily newspaper, broadcasting and local media. This study analyse the age and gender and the negative factors reflected in the will, by using the physical aspect, the mental aspect, and the socio-economic aspect as the methodology. In addition, the frequency of words and expressions exposed in the will were analyzed and keywords were created in word cloud.

Parents' Perceptions of Cognitive Rehabilitation for Children With Developmental Disabilities: A Mixed-Method Approach of Phenomenological Methodology and Word Cloud Analysis (발달장애 아동 부모의 인지재활 경험에 대한 질적 연구: 워드 클라우드 분석과 현상학적 연구 방법 혼합설계)

  • Ju, Yu-Mi;Kim, Young-Geun;Lee, Hee-Ryoung;Hong, Seung-Pyo;Han, Dae-Sung
    • Therapeutic Science for Rehabilitation
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    • v.13 no.1
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    • pp.49-63
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    • 2024
  • Objective : The purpose of this study was to investigate parental perspectives on cognitive rehabilitation using a combination of phenomenological research methodology and word cloud analysis. Methods : Interviews were conducted with five parents of children with developmental disabilities. Word cloud analysis was conducted using Python, and five researchers analyzed the meaning units and themes using phenomenological methods. Words with high frequency were considered as a heuristic tool. Results : A total of 43 meaning units and nine components related to the phenomenon of cognitive rehabilitation were derived, and three themes were finalized. The main themes encompassed the definition of cognitive rehabilitation, challenges associated with cognitive rehabilitation, and factors influencing the selection of a cognitive rehabilitation institute. Cognitive rehabilitation emerged as a treatment focused on improving learning, daily functioning, and cognitive abilities in children with developmental disabilities. The perceived issues with cognitive rehabilitation pertained to treatment methods, therapist expertise, and associated costs. In addition, parents highlighted the importance of therapist expertise, humane personality, and affordability of cost and schedule when choosing a cognitive rehabilitation institute. Conclusion : Parents expressed expectations for substantial improvements in their children's daily functioning through cognitive rehabilitation. However, challenges were identified in clinical practices. Going forward, we expect that cognitive rehabilitation will evolve into a better therapeutic support service addressing the concerns raised by parents.

A Study on the Corporate Image and Clothes Purchasing Behavior Depending on the Degree of Interest in Cultural Marketing - Focusing on Uniqlo Brand - (문화마케팅 관심도에 따른 기업이미지 및 의복구매행동에 관한 연구 - 유니클로 브랜드를 중심으로 -)

  • Ryu, Mi-Ae;Park, Ok-Ryun
    • Management & Information Systems Review
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    • v.31 no.1
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    • pp.1-21
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    • 2012
  • This study analyzes empirically the effect of the degree of interest in cultural marketing on corporate image and how the corporate images affect on consumers' clothes purchasing behavior through the case of a fashion brand, 'Uniqlo'. For this, Chi-square test and independent sample T-test were used for the verification of differences in frequency and average by general characteristics of respondents. To observe the effects between ration scales, it carried out a multiple regression analysis, and also, using AMOS16.0, it verified the suitability of the route model and estimated the coefficients for each route. From the result of analysis, it was found that degree of consumer's interest in cultural marketing affects on corporate images such as corporate confidence and marketing and the corporate image again is closely related to consumer's clothes purchasing behavior and satisfaction. In other words, the consumers who have greater interest in corporations using cultural marketing or who had participated in various cultural events are more likely to think that 'Uniqlo' is a reliable corporation who actively uses cultural factors in marketing. Likely, it was observed that the positive corporate image of 'Uniqlo' has a large influence on purchase of their products and also, it makes consumers feel as if they are participating in mecenat, thus increasing consumer's satisfaction after purchase. This study has a limitation in generalization of study result because it focused on a case of particular brand. However, it is still helpful for the empirical study for growth and reinvigoration of the market for cultural marketing, and through a case of leading corporation, it provides implications to the corporations who use or do not use cultural marketing.

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Utilization Behavior of Medical Services According to Socioeconomic Characteristics and Prevalence (사회경제적 특성 및 유병에 따른 의료서비스 이용 행태)

  • Lee, Ko-Eun;Im, Bok-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.7
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    • pp.443-452
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    • 2018
  • The purpose of this study was to investigate the utilization behavior of medical services according to the characteristics of socioeconomic status (SES) and prevalence by using the 6th National Health and Nutrition Survey data for adults over 25 years old. Frequency and technical statistical analysis, ANOVA, ${\chi}^2$-test, and regression analysis were performed using SPSS 23.0. The results were as follows: more female than male, 65 years old and over, high school graduate, and unemployed and income quintiles were similar. The SES score considering education level, function, and income quintiles was the highest at 7-8, and most of the respondents felt moderate about their subjective health condition. The mean number of prevalence was $1.07{\pm}1.497$, the mean utilization of outpatient services was $0.50{\pm}0.045$, and the mean number of inpatient services use was $0.12{\pm}0.454$. Depending on general characteristics, there was a significant difference between subjects with prevalence and subjective health conditions. Higher age was associated with lower education, skill level, income, and SES score, and average prevalence was associated with poor subjective health conditions. More serious prevalence was associated with greater utilization of inpatient services. More chronic prevalence was associated with utilization of outpatient services. In other words, higher SES score was associated with lower overall use of medical services. Lower SES score was associated with higher use of medical services. In conclusion, we must develop appropriate health education programs that can prevent diseases in groups with low socioeconomic characteristics. There is the need to construct and implement a community-based appropriate health service system so that proper medical services can be used.