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Study on User Characteristics based on Conversation Analysis between Social Robots and Older Adults: With a focus on phenomenological research and cluster analysis (소셜 로봇과 노년층 사용자 간 대화 분석 기반의 사용자 특성 연구: 현상학적 분석 방법론과 군집 분석을 중심으로)

  • Na-Rae Choi;Do-Hyung Park
    • Journal of Intelligence and Information Systems
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    • v.29 no.3
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    • pp.211-227
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    • 2023
  • Personal service robots, a type of social robot that has emerged with the aging population and technological advancements, are undergoing a transformation centered around technologies that can extend independent living for older adults in their homes. For older adults to accept and use social robot innovations in their daily lives on a long-term basis, it is crucial to have a deeper understanding of user perspectives, contexts, and emotions. This research aims to comprehensively understand older adults by utilizing a mixed-method approach that integrates quantitative and qualitative data. Specifically, we employ the Van Kaam phenomenological methodology to group conversations into nine categories based on emotional cues and conversation participants as key variables, using voice conversation records between older adults and social robots. We then personalize the conversations based on frequency and weight, allowing for user segmentation. Additionally, we conduct profiling analysis using demographic data and health indicators obtained from pre-survey questionnaires. Furthermore, based on the analysis of conversations, we perform K-means cluster analysis to classify older adults into three groups and examine their respective characteristics. The proposed model in this study is expected to contribute to the growth of businesses related to understanding users and deriving insights by providing a methodology for segmenting older adult s, which is essential for the future provision of social robots with caregiving functions in everyday life.

Development of Korean Adult Patients Delirium Screening Tool (한국형 성인 환자 섬망 선별 도구 개발)

  • Jeong, Hye Won;Moon, Sun Hee;Choi, Myoung Lee;Lee, Jung A;Ahn, Shin Hye;Jeon, Ji Hye;You, Ji Na;Kim, Hee Jin;Byeon, Ji Eun;Kim, Sook Young;Sung, In Suk
    • Journal of Korean Clinical Nursing Research
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    • v.29 no.2
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    • pp.198-209
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    • 2023
  • Purpose: The purpose of this study was to develop a Korean Adult Patients Delirium Screening Tool (K-APDS) for those admitted to general wards, and to verify its reliability and validity. Methods: For the development of the tool, 12 items were derived through the results of literature review and focus group interviews with general ward nurses, and the content validity was confirmed by experts. To verify the reliability and validity of the developed tool, 317 adult patients who were admitted to general wards of three tertiary general hospitals from October to November 2022 were evaluated by the attending nurse and data were collected. Results: After factor analysis for construct validity verification, two factors were extracted, which explained 60.1% of the total variance. After the validation of the control group, the difference in the delirium incidence scores calculated using the K-APDS between the delirium group and non-delirium group was very significant (Z=-10.82, p<.001). To verify the criterion validity, K-APDS, Delirium Observation Screening, and Pearson's correlation coefficient were checked and found to be .94 (p<.001). The predictive validity test reported that the sensitivity was 91.1%, specificity was 82.4%, positive predictive value was 52.6%, and negative predictive value was 97.8%. The reliability of K-APDS was found to be high with Cronbach's ⍺=.91. Conclusion: K-APDS can screen for delirium with 2 or more points, excellent validity and reliability have been verified. Therefore, this tool could be applied immediately in the clinical field, and will contribute to the early detection of delirium, enabling rapid interventions.

Characteristics of Science Education Apps Developed by Preservice Elementary Teachers and Elementary Teachers' Thoughts about Education Developing Apps (초등 예비교사가 제작한 과학교육용 앱의 특징과 앱 제작 교육에 대한 초등교사의 생각)

  • Na, Jiyeon
    • Journal of Korean Elementary Science Education
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    • v.42 no.1
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    • pp.17-33
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    • 2023
  • This study examined inservice elementary teachers' thoughts on the development of educational apps by preservice elementary teachers and implications for TPACK education for preservice elementary teachers. A case study was conducted in which preservice elementary teachers developed a science education app, and the three teachers were surveyed for their thoughts regarding this. The results regarding the characteristics of the developed app by preservice teachers were as follows. First, "inquiry" had the highest value among educational goals intended by the preservice teachers. In addition, the scores for tool-type apps and apps in which interaction between learners and instructors occurs were relatively high. Second, most of the preservice teachers developed apps to meet curriculum goals, but their apps showed low-level characteristics in terms of the constructive and cooperative dimensions. The results of the analysis of the thinking of elementary school teachers regarding the education development apps are as follows. First, elementary school teachers assigned the lowest scores to the effectiveness of the apps, and to this problem, the achievement standard with respect to the curriculum and the evaluation and modification activities fir the apps were proposed. Second, the teachers indicated that it would be appropriate to provide the experience of making apps to directly improve the TPACK of preservice teachers. Third, the respondents thought that preservice teachers should develop block coding literacy to create apps using App Inventor. Fourth, the teachers considered it necessary to emphasize simulated instructions, as well as the experience of collecting and handling data through apps to improve preservice teachers' TPACK app development for educational use.

Synthesis and Plasticity of Cyclic Ester Compounds Using Fatty Acids (지방산을 이용한 고리형 에스터 화합물의 합성 및 그의 가소 특성 연구)

  • Han-Na Lee;Hye-Jin Jang;Je-Wan Woo
    • Applied Chemistry for Engineering
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    • v.34 no.3
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    • pp.252-257
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    • 2023
  • In this study, to replace phthalate-based plasticizers known as endocrine disruptors, compounds as plasticizer candidates were synthesized by using alcohols containing rings and fatty acids extracted from animal and vegetable oils, and their properties as plasticizers, including their plasticization efficiency, were evaluated. Nine compounds synthesized by esterification of fatty acids (caprylic acid, capric acid, lauric acid) and alcohols (solketal, benzyl alcohol, cyclohexanol) were identified by 1H-NMR. The nine synthetic compounds were evaluated for their plasticity by adding them to PVC resin, and compared with the commercial plasticizers DEHP, DINCH, and ESO. According to the results, plasticization efficiency was 0.96 to 1.02 times higher than DEHP, 0.94 to 0.98 times higher than ESO, and 1.05 to 1.10 times higher than DINCH. Thermal stability was somewhat lower than that of DEHP and DINCH, but showed better results than ESO. The results of the solvent extraction test showed that both aqueous and oily solvents showed higher values than DEHP and DINCH but showed similar or superior properties to ESO.

Leading, Coincident, Lagging INdicators to Analyze the Predictability of the Composite Regional Index Based on TCS Data (지역 경기종합지수 예측 가능성 검토를 위한 TCS 데이터 선행·동행·후행성 분석 연구)

  • Kang, Youjeong;Hong, Jungyeol;Na, Jieun;Kim, Dongho;Cheon, Seunghun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.21 no.1
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    • pp.209-220
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    • 2022
  • With the worldwide spread of African swine fever, interest in livestock epidemics has increased. Livestock transport vehicles are the main cause of the spread of livestock epidemics, but there are no empirical quarantine procedures and standards related to the mobility of livestock transport vehicles in South Korea. This study extracted the trajectory of livestock-related vehicles using the facility-visit history data from the Korea Animal Health Integrated System and the DTG (Digital Tachograph) data from the Korea Transportation Safety Authority. The results are presented as exposure indices aggregating the link-time occupancy of each vehicle. As a result, 274,519 livestock-related vehicle trajectories were extracted, and the exposure values by link and zone were derived quantitatively. This study highlights the need for prior monitoring of livestock transport vehicles and the establishment of post-disaster prevention policies.

The Symbolism of Korean 'Gat' and the Etymology of 'Hat' (영어 'Hat'가 된 한국 '갓' 의 상징성)

  • Hyo Jeong Lee;Youngjoo Na
    • Science of Emotion and Sensibility
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    • v.25 no.4
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    • pp.3-20
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    • 2022
  • The origins of the world-recognized Korean gat can be traced back to Gojoseon, and the jades for the sangtu and gwanja come from Hongshan culture. This study examines the etymology of the hat, the symbolism of the gat and the jade comb, and the history of the development of the accessories for the hat. The research methods of literature review, investigation of relics and murals, and analysis of cases of pronunciation changes were used. Most of the relics excavated from the Hongshan are identical to those excavated from Korea. The Byun-Khan people wore a triangle-shaped conical hat (the byun), which was shaped to fit the protruding sangtu hairstyle, with a foldable brim that, if pulled downward, changed the hat to a gat. The Chu sangtu, a pointed top-knot hairstyle, is uniquely found among Northeast Asian peoples, and it is an ethnic symbol for Koreans. Until the modern period, many Koreans wore their hair in the sangtu style, indicating their descent from the sky. Jade combs shaped like birds and clouds from the Hongshan period emphasized the religious nature and ceremony of hair styling at that period. The word hat is widely used to refer to gat all over the world. The pronunciation of ㄱg, ㅎh. and ㅋq/kh are closely related to each other, and the ancient pronunciation ㄱg gradually evolved to ㅎh or ㅋq/kh. The English 'Hat' and Korean 'Gat' were transformed from the middle-ancient sound 'gasa > gosa > got' of the crown 'gwan, gokkal'. This creative hair style culture that started from the Hongshan culture continued to be fashionable during the Gojoseon Dangun period, and the decoration techniques for hats and accessories were inherited over time and continuously developed. Along with the method of making gat, creative hair-related parts, such as manggeons, donggot pins, gwanja buttons, and fine combs were developed over the course of a thousand years.

Serotyping and antibiotic susceptibility of Salmonella species from pigs with rectal stricture found in slaughterhouses (도축장 출하 직장협착 돼지에서 분리된 살모넬라균 혈청형 및 항생제 감수성)

  • Jiyeon Kim;Jinju Gwak;Doori Seo;Jaegi Lee;Daewoong Lim;Hana Kim;Jiyeong Park;Jongwoog Choi;Byeongcheol Yoon
    • Korean Journal of Veterinary Service
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    • v.46 no.2
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    • pp.137-145
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    • 2023
  • From November 2021 to October 2022, 151 pigs were discarded due to the suspected salmonellosis, when assessed by antemortem inspection at slaughterhouses in Gwangju. Among them, 85 cases shown with the rectal stricture were confirmed to be infected with Salmonella spp, when assessed by postmortem inspection and Salmonella-oriented culture in the laboratory, accounting for 56.3% of the carcass discard cases. Salmonella spp. were isolated in 58 cases (68.2%) out of 85 total discard cases. As for serotyping of the Salmonella isolates, 28 cases (48.3%) belonged to serogroup B and 28 cases (48.3%) belonged to serogroup C, those were the most frequent isolates, and 2 cases (3.4%) belonged to serogroup E. The most prevalent serotype was Rissen (39.7%), followed by I4,[5],12:i:-(37.9%), Derby (8.6%), Bareilly (5.2%), Infantis (3.4%), Give (3.4%), and Typhimurium (1.7%). The 58 isolates of salmonellae showed resistance to tetracycline (63.8%), chloramphenicol (56.9%), ampicillin (53.4%), and ampicillin-sulbactam (51.7%). S. Rissen showed resistance to chloramphenicol (82.6%), ampicillin (52.2%), ampicillin-sulbactam (52.2%), and tetracyclin (47.8%). S. I4,[5],12:i:-was resistant to tetracycline (90.9%), ampicillin (81.8%), ampicillin-sulbactam (77.3%), and chloramphenicol (59.1%). Among the isoates, S. Bareilly (3 strains), S. Infantis (2 strains), S. Give (2 strains), S. Rissen (3 strains), and S. I4,[5],12:i:- (1 strain) showed no resistance to the tested antimicrobials. As for the prevalence of the antibiotic resistance pattern, AM-SAM-TE-C was the most common, which was shown in 15.5% of S. Rissen. At second, the resistance pattern was occurred as AM-SAM-TE (12.1%) and AM-SAM-CF-CZ-FOX-CTX-NA-TE-C (12.1%), respectively in the case of S. I4,[5],12:i:-.

Comparison of Carbon Dioxide Emission Concentration according to the Age of Agricultural Heating Machine (농업용 난방기의 사용 연식에 따른 이산화탄소 배출농도 비교)

  • Na-Eun Kim;Dae-Hyun Kim;Yean-Jung Kim;Hyeon-Tae Kim
    • Journal of Bio-Environment Control
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    • v.32 no.3
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    • pp.190-196
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    • 2023
  • This study was carried out to collect gas emitted from agricultural heaters using kerosene and to identify the emission concentration of carbon dioxide according to the age of agricultural heating machine. As a result of the linear regression analysis, the carbon dioxide emissions according to the year of agricultural heating machine are R2 = 0.84, which follows y = 26.99x+721.98. Distributed analysis was classified into three groups according to the age of agricultural heating machine. As a result of the distributed analysis, it was 2.196×10-13, which was smaller than the 0.05 probability set for the analysis, which means that there is a difference in at least one group. As a result, the age of the agriculture machine was divided into three groups and the difference between groups was tested. A statistical analysis result was derived that there was a difference in the emission concentration of carbon dioxide according to the age of agricultural heating machine. It is thought that it can be used to investigate greenhouse gas emissions by investigating the amount of carbon dioxide generated by agricultural heaters in the agricultural field of Korea.

Analysis of Regional Economic Ripple Effects of Port Logistics Industry in Gwangyang City - Focusing on Exogenous Specified Input-Output Model - (광양시 항만물류산업의 지역경제 파급효과 분석 - 외생화 산업연관모형을 중심으로 -)

  • Kim, Min-Seong;Na, Ju-Mong
    • Journal of Korea Port Economic Association
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    • v.39 no.2
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    • pp.77-95
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    • 2023
  • The regional infrastructure industries of Gwangyang City, the subject of this study, are Gwangyang Port and Gwangyang Steel Mill. Therefore, it is necessary to analyze the regional economic ripple effects of the port logistics industry in Gwangyang City. In this study, a multi-stage approach using the RW and the LQ methodology using the national input-output tables in 2015 and 2019 is used to prepare the regional interindustry analysis chart in Gwangyang City, and an exogenous demand induction model that reclassified the port logistics industry was applied. Through this, the purpose of this study was to provide policy implications by figuring out the regional economic ripple effects of the port logistics industry quantitatively in Gwangyang City. As a result of the analysis, the industries with high production inducement effect and forward/backward linkage effect of the port logistics industry in Gwangyang City were analyzed as manufacturing, transportation, land and air logistics sectors. And the industries in which the added value inducement effect and the employment inducement effect were analyzed as an industry related to the service industry. Therefore, it is necessary to prepare support measures to foster the port logistics industry as a way to promote these industries and revitalize the local economy of Gwangyang City. To this end, it is desirable to improve policies and systems for the vitalization of the Gwangyang port maritime cluster and provide various policy support for the port logistics industry in Gwangyang City. This study is meaningful in suggesting policy implications for the regional economy of Gwangyang City based on the results of exogenous analysis of the port logistics industry in small and medium-sized cities. However, It seems that further studies related to this will be needed in the future.

Leaf Morphological Characteristics of Salix caprea × Salix gracilistyla (호랑버들과 갯버들 종간 교잡종의 잎 형태적 특성)

  • Han-Na Seo;Seung-Beom Chae;Hyo-In Lim
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2020.12a
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    • pp.49-49
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    • 2020
  • 본 연구는 호랑버들과 갯버들 교잡종의 잎 형태적 특성을 국내 자생종인 호랑버들, 갯버들과 비교하였다. 호랑버들 35개체, 갯버들 35개체, 교잡종 100개체에서 잎을 채취하여 잎의 길이와 너비, 엽저와 엽두 각도, 잎자루 길이와 너비, 탁엽의 길이와 너비, 잎 두께 등 총 17개의 잎 형태적 특성을 분석한 결과, 엽두 각도와 탁엽의 길이를 제외한 15개의 특성에서 세 분류군이 유의한 차이를 나타내었다. 교잡종의 잎 길이와 너비의 비는 갯버들, 교잡종, 호랑버들 순으로 크게 나타나 교잡종의 잎의 형태는 피침형인 갯버들과 타원형인 호랑버들 사이 중간 형태로 나타났다. 교잡종의 잎의 너비, 엽저 각도, 잎자루의 길이와 너비, 탁엽의 길이와 너비는 호랑버들과 갯버들의 중간 형태를 나타내었으며, 탁엽의 거치 개수는 교잡종이 호랑버들과 갯버들보다 많은 특성이 나타났다. 잎 뒷면 단위면적당 털의 개수 또한 교잡종이 호랑버들과 갯버들보다 많은 특성을 나타냈다. 세 분류군 간 잎 형태적 차이를 구명하기 위해 유의한 차이를 보인 15개의 변수를 이용하여 주성분분석을 실시한 결과 고유값이 1 이상인 제 1, 2, 3, 4주성분이 전체 분산의 68.2%를 설명하였다. 제 1주성분은 잎의 너비, 잎의 1/3 아랫부분 너비, 잎의 1/3 윗부분 너비, 잎자루의 길이, 잎의 길이로 잎의 크기와 관련이 있는 특성들이 높은 상관관계를 나타내었고, 제 2주성분은 엽맥의 수, 잎자루의 너비와 높은 상관관계를 나타내었다. 제 3주성분은 탁엽의 거치 개수, 탁엽의 너비로 탁엽의 특성과 관련이 있는 특성들이 높은 상관관계를 나타내었으며, 제 4주성분은 잎의 두께와 높은 상관관계를 나타내었다. 주성분분석 결과 호랑버들과 갯버들 교잡종의 잎 특성은 호랑버들보다 갯버들과 가까운 것으로 나타났다. 잎의 형태적 특성으로 세 분류군을 구별하기 위해 정량형질을 이용한 판별분석 결과 교잡종 중 대부분(93.3%)이 호랑버들, 갯버들과 구별되었다. 일부 교잡종 개체(6.7%)가 갯버들로 오분류되었지만, 잎의 정성적 특성인 잎의 거치와 측맥의 특성을 고려한 결과 모든 개체가 교잡종으로 구분되었다. 따라서 호랑버들과 갯버들의 교잡종은 잎의 형태적 특성이 부모종인 호랑버들, 갯버들과 다른 독특한 형태를 가진 것으로 나타났다.

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