• Title/Summary/Keyword: Helping

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Comparing Corporate and Public ESG Perceptions Using Text Mining and ChatGPT Analysis: Based on Sustainability Reports and Social Media (텍스트마이닝과 ChatGPT 분석을 활용한 기업과 대중의 ESG 인식 비교: 지속가능경영보고서와 소셜미디어를 기반으로)

  • Jae-Hoon Choi;Sung-Byung Yang;Sang-Hyeak Yoon
    • Journal of Intelligence and Information Systems
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    • v.29 no.4
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    • pp.347-373
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    • 2023
  • As the significance of ESG (Environmental, Social, and Governance) management amplifies in driving sustainable growth, this study delves into and compares ESG trends and interrelationships from both corporate and societal viewpoints. Employing a combination of Latent Dirichlet Allocation Topic Modeling (LDA) and Semantic Network Analysis, we analyzed sustainability reports alongside corresponding social media datasets. Additionally, an in-depth examination of social media content was conducted using Joint Sentiment Topic Modeling (JST), further enriched by Semantic Network Analysis (SNA). Complementing text mining analysis with the assistance of ChatGPT, this study identified 25 different ESG topics. It highlighted differences between companies aiming to avoid risks and build trust, and the general public's diverse concerns like investment options and working conditions. Key terms like 'greenwashing,' 'serious accidents,' and 'boycotts' show that many people doubt how companies handle ESG issues. The findings from this study set the foundation for a plan that serves key ESG groups, including businesses, government agencies, customers, and investors. This study also provide to guide the creation of more trustworthy and effective ESG strategies, helping to direct the discussion on ESG effectiveness.

Analysis of Joint Attention Behaviors in Children With Autism Spectrum Disorder Depending on the Type of Attentional Cue and Reinforcing Stimulus (음악적 단서 및 후속 자극에 따른 자폐스펙트럼장애 아동의 공동주의 반응 행동 비교)

  • Kim, On Yoo
    • Journal of Music and Human Behavior
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    • v.21 no.1
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    • pp.69-87
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    • 2024
  • This study investigated whether joint attention response behaviors in children with autism spectrum disorder (ASD) change in response to musical cues and reinforcing stimulus, and compared them with neurotypically developing (NT) children. The participants included 13 children with ASD and 14 NT children aged between 3 to 5 years. The study established six task conditions, involving cues (verbal vs. musical) for responding to joint attention (RJA) behaviors and reinforcing stimulus (verbal vs. sound vs. musical) for social referencing behaviors. These tasks were presented 12 times with two repetitions each. The results of the study showed that providing musical cues during the RJA phase increased levels of RJA in children with ASD, consistent with prior studies. Subsequently, musical reinforcing stimuli increased the frequency of social referencing behaviors in these children. This indicates that musical stimuli can extend beyond mere sensory cues, helping individuals to understand and respond to social and emotional cues from others. Moreover, these musical stimuli could serve as effective social reinforcement factors for this population.

Verification of the effect of Potentillae Chinensis Chinensis Herba extract and bioconversion fraction on chronic respiratory diseases (위릉채 추출물 및 생물전환 분획물의 만성호흡기 질환 효과 검증)

  • Dong-Hee Kim;Bo Ae Kim;Yun-Hwan Kang
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1454-1463
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    • 2023
  • Evaluating the antioxidant efficacy using Potentillae Chinensis Herba extract, the anti-inflammatory efficacy was tested in respiratory mucosal epithelium, RAW264.7 cells, and zebrafish. As a result, antioxidant activity increased in a concentration-dependent manner in DPPH free radical scavenging and ABTS+ cation radical activities. As a result of MTT assay for cell experiments, the survival rate of NCI-H292 cells was reduced to less than 70% when treated at each concentration of 100 ㎍/ml, subsequent experiments were conducted at 50 ㎍/ml. Anti-inflammatory efficacy evaluation, NO production, TNF-𝛼, IL-1𝛽, and PGE2 decreased, and COX-2 also decreased significantly at 50 ㎍/ml. The mucin protein expression of Potentillae Chinensis Herba extract and bioconverted extract, it was observed that MUC5AC expression was significantly reduced. In the zebrafish toxicity evaluation, concentrations below 50 ㎍/ml did not show embryotoxicity and showed anti-inflammatory efficacy by reducing NO production due to LPS. The above results are valid to be valuable for use as a functional material that suppresses inflammation by helping the expression of Potentillae Chinensis Herba's respiratory mucus proteins.

Exploring the Motivational Factors Influencing on Learner Participation of Adult Learners in e-Learning (성인학습자의 이러닝 학습참여에 대한 학습동기 요인 연구)

  • JungHyun Park;Ji Su Park;Jin Gon Shon
    • KIPS Transactions on Software and Data Engineering
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    • v.13 no.1
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    • pp.28-34
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    • 2024
  • Since e-learning is conducted based on the learner's autonomy, motivation to continuously participate is crucial for success in e-learning. As the number of adult learners participating in lifelong education increases, it is necessary to study learner participation and the motivating factors. Drawing upon the Expectancy-Value Theory and Self-Regulated Learning Theory, this study analyzed the influence of motivational factors (value, costs, cognitive regulation, and scheduling) on learner participation. An e-learning program was implemented on MoodleCloud, and learners completed a survey before going through the program. Regression analysis was conducted using the survey response data along with the participation score, calculated using the log data. The results of the analysis demonstrated that value and scheduling significantly influenced learner participation, with gender differences found in value. This means that as adult learners perceive higher value in the e-learning program and possess better scheduling skills, they are more likely to participate. These findings can be utilized in developing teaching and learning strategies for both learners and instructors, ultimately helping to prevent dropout in e-learning.

The distribution of Jeju coastal sand dune plants and its restoration implications (제주 해안사구 식물 분포와 복원을 위한 의미)

  • Kim, Kee Dae
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.27 no.1
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    • pp.31-44
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    • 2024
  • The coastal dune ecosystem is one of the ecosystems under the most development pressure in Korea. Therefore, it is necessary to study the ecological location and related ecological phenomena of coastal dune plants, but related studies are lacking. Through this study, we intend to conduct research on the structure and restoration of dune plants, focusing on the coastal dunes in Jeju Island, which are affected by artificial development pressure and the continuous increase in tourists among many coastal dunes in Korea. Ecosystems of coastal sand dunes for vegetation survey in Jeju Island are selected based on naturalness and preservation. In this study, 23 major coastal dunes on Jeju Island including Udo were selected. In the coastal dunes of Jeju Island, a whole species survey and quadrat survey were carried out. The vegetation survey at study sites were conducted on May to September 2022, when the vegetation is clearly visible. At the survey site, the dune area was identified at the beginning and the plant species were recorded until no more new species appeared. Vegetation survey in the field was performed by 103 quadrat establishments and was conducted using Braun-Blanquet method. A total of 277 species appeared, and the most common species were Vitex rotundifolia and Calystegia soldanella. The frequency of both Vitex rotundifolia and Calystegia soldanella was approximately over 90%. The proportion of woody and herbaceous in all emerging species was 7.2% and 92.8%, respectively. The total number of species found in the quadrat survey was 98. As a result of classifying plant communities based on species dominance in the quadrats, it was analyzed into 30 plant communities. The plant communities that appeared with a frequency of 2 or more on the main island of Jeju were Vitex rotundifolia, Imperata cylindrica var. koenigii, Ischaemum antephoroides, Wedelia prostrata, Elymus mollis, Calystegia soldanella, Artemisia scoparia, and Tetragonia tetragonoides. The DCCA(detrended canonical correspondence analysis) based on the vegetation and environment factor matrix showed that the height and covers of the dominant plant species explain significantly the variation and distribution of coastal sand dune species on Jeju island. Thus, we may propose a plan to restore the coastal dunes of Jeju island as helping colonization and establishment of mainly sand dune native perennials and trees, preserving native plant communities that are declining and preserving present tree strips of Pinus thunbergii, Litsea japonica, Pittosporum tobira and Vitex rotundifolia.

Development and Assessment of an ICT-Based Non-Face-to-Face Lifestyle Program to Improve the Mental Health of Older Adults: A Pilot Study (고령자의 정신건강을 위한 ICT 기반 비대면 라이프스타일 프로그램: 파일럿 연구)

  • Lee, Hey Sig;Park, Hae Yean;Jung, Min-Ye;Park, Ji-Hyuk;Hong, Ickpyo;Kim, Jung-Ran
    • Therapeutic Science for Rehabilitation
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    • v.13 no.1
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    • pp.99-114
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    • 2024
  • Objective : This study aimed to develop an information and communication technology (ICT)-based, non-face-to-face lifestyle program for older adults and assess its applicability. Methods : The program was developed on the basis of the ADDIE model which comprises 5 stages: analysis, design, development, implementation, and evaluation. In this study, a step-by-step identification was performed in 8 stages. Results : The results of the program analysis showed a significant decrease in depressive symptoms and loneliness scores, and an increased quality of life scores. Conclusion : The findings suggest that the ICT-based non-face-to-face lifestyle program developed in this study can motivate older adults to better understand their lifestyles for successful aging, while helping senior citizen centers resume stagnant projects.

Characteristic MR Imaging Features and Serial Changes in Adult-Onset Alexander Disease: A Case Report (성인형 알렉산더병의 자기공명영상 소견 및 추적 관찰상의 변화: 증례 보고)

  • Ha Yun Oh;Ra Gyoung Yoon;Ji Ye Lee;Ohyun Kwon;Woong-Woo Lee
    • Journal of the Korean Society of Radiology
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    • v.84 no.3
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    • pp.736-744
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    • 2023
  • Adult-onset Alexander Disease (AOAD) is a rare genetically determined leukoencephalopathy that presents with ataxia, spastic paraparesis, or brain stem signs including speech abnormalities, swallowing difficulties, and frequent vomiting. The diagnosis of AOAD is frequently proposed based on the findings on MRI. We demonstrate two cases (37-year-old female and 61-year-old female) with characteristic imaging findings and changes in follow-up MRI in patients with AOAD, which were confirmed via glial fibrillary acidic protein (GFAP) mutation analysis. On MRI, the typical tadpole-like brainstem atrophy and periventricular white matter abnormalities were noted. The presumptive diagnoses were made based on the typical MRI appearances and, subsequently, confirmed via GFAP mutation analysis. Follow-up MRI demonstrated the progression of atrophy in the medulla and upper cervical spinal cord. Our report could help raise awareness of characteristic MRI findings of AOAD, thus helping clinicians use GFAP analysis for AOAD diagnosis confirmation.

Development of Korea eCall System and Effects Analysis through Integrated Demonstration (한국형 eCall 시스템 개발 및 통합실증을 통한 기대효과 분석)

  • Sangheon Kim;Youngsung Cho;Sunwoo Kim
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.23 no.1
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    • pp.61-81
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    • 2024
  • eCall system assists traffic accident victims by connecting emergency rescue institutions with accurate accident information, helping them to identify the on-site situation in the event of a traffic accident. The purpose of this paper is to develop a Korean eCall system that reflects the requirements of domestic emergency rescue institutions and to analyze the expected effects through an integrated demonstration. The results of an integrated demonstration indicated that the communication success rate between the eCall IVS and the call center was 99.25%, and the average location information error was 1.2 m. In particular, it has been confirmed that the average location information error is less than 21.6 meters, as assessed by the Korea Communications Commission when evaluating the accuracy of domestic emergency rescue location information. When the eCall system was introduced, it was confirmed that the time from traffic accidents to hospital arrival could be shortened by 3 m 38 s for highways and 1 m 22 s for general roads. By it to traffic deaths from 2005 to 2022, it was analyzed that the number of fatalities decreased by 82,662, resulting in a reduction of approximately social costs.

Analysis of the Effects of Teaching Method Using Ball-and-Stick Models in the Middle School (중학교에서 공-막대 모형을 이용한 수업의 효과 분석)

  • Jin, Hee-Ja;Park, Kwang-Seo;Kim, Dong-Jin;Kim, Kyong-Mee;Park, Kuk-Tae
    • Journal of the Korean Chemical Society
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    • v.48 no.1
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    • pp.77-84
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    • 2004
  • The purpose of this study was to analyze the controversial points in the concepts of materials in the science textbook of middle school and to provide alternatives of teaching method. For this study, units in connected textbooks were analyzed and the teaching method using ball-and-stick models was developed. The subjects were 130 second graders from a middle school in Seoul, Korea. It aimed to compare the effectiveness of using ball-and-stick models for lesson with the one of traditional lessons, in learning concepts concerning materials by cognitive levels and to investigate the difference of scientific concept formation about concepts concerning materials by their cognitive levels between experimental group and control group by using concept formation questionnaires. Before the instructions, a short-version GALT was administered. After instructions, the posttest of concepts and attitude test connected with science subject were administered, and 10 months later, the posttest of concepts was administered to analyze the long-term memory effects. According to the results, the experimental group using the ball-and-stick models had significantly higher scores at conceptual understanding and long-term memory effects than the control group and improved the attitude relevant to science subject, and also had affirmative effects in attitude for science and science work. When analyzing the results according to the cognitive level, the long-term memory effects was high in the concrete operational stage students. From the results of this study, middle school students that are more concrete operational stage and transitional stage than formal operational stage elevates interesting in studying by using ball-and-stick models and making material form concretely. It would be effective in helping the students develope the correct concepts by connecting real world as materials and the particle world as atom.

Oral Health Behavior Changes Based on Oral Health Education of Mental Disabilities (정신지체 장애인의 구강보건 교육에 따른 구강보건 행태 변화)

  • Choi, Ju-Hyun;Lee, Myeng-Hee;Seo, Hwa-Jeong
    • Journal of dental hygiene science
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    • v.12 no.4
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    • pp.404-412
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    • 2012
  • The main object of this study is to render a better dental education to mental disabilities, teachers, and their parents. By providing a better dental education to them, mental disabilities would understand the importance of their oral hygiene. The study was held in Seoul at two different locations, named H and E mental welfare facilities. Ninety Three mental disabilities were studied by observing their oral behavior, simple oral hygiene index and plaque index prior and post to dental education. At the end of education, following result were gathered from two mental facilities. First, the level of oral behavior in Class 1,2, and 3 mental disabilities were observed prior and post to the dental education. Overall, there was no significant difference among Class 1 mental disabilities with the dental education. Second, in simple oral hygiene index, the severity of mental illness has affected on their oral behavior (F=6.322, p<.001). Third, in simple oral hygiene index, the frequency of dental education, regardless of severity of mental illness has affected on their oral hygiene (F=5.961, p<.01). Fourth, the plaque index also illustrated that the frequency of dental education, regardless of severity of dental illness has affected on their oral hygiene (F=5.126, p<.05). Finally, the general characteristics of mental disabilities according to changes in oral health awareness to gender, age, disability type, educational level do not statistically significant in all variables. Their simple oral hygiene index and plaque index advanced, although after a while they started to lose focus, which brought back their old habits. Nevertheless, in conclusion I believe that helping mental disabilities more frequently to constant reminder, will not only keep them entertained, but help them realize how important oral hygiene practice is, hopefully increasing and benefiting those with mental disabilities for future reference.