• Title/Summary/Keyword: COIVD-19 Pandemic

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A Comparative Analysis of Travelers' Online Reviews among China, USA, and South Korea using Sentiment Analysis in the Era of the COVID-19 Pandemic (코로나19 팬데믹 상황에서 감성분석을 이용한 미국, 중국, 한국 여행자의 온라인 리뷰 비교 분석)

  • Hong, Junwoo;Hong, Taeho
    • Journal of Information Technology Services
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    • v.20 no.5
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    • pp.159-176
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    • 2021
  • In this study, we performed a comparative analysis of the sentiment value for the tourists in USA, China, and Korea on the COVID19 pandemic era to explore and find out the features of the tourists by using online reviews. We collected a total of 243,826 online hotel reviews for metropolitan city and vacation spot in the three countries to compare the features between the business and the vacation trips. We collected the online reviews into the tow groups from Jan. 1, 2019 to Nov. 31, 2019 for before COVID19 pandemic and from Apr. 1, 2020 to Deb 28, 2021 for during COVID19. Online reviews were categorized into 6 dimensions using LDA model. Sentiment analysis were presented for 6 dimensions by utilizing a lexicon base. We proposed an approach to analyzing the importance of each attribute by applying 6-dimensional sentiment values to conjoint analysis. Our empirical analysis showed that the proposed approach could explore and find out the changed features of travelers during the COVID19 pandemic.

A Study of the Occupational Socialization of Novice English Teachers at the First Years (영어 초임교사의 교직 사회화에 관한 연구)

  • Chang, Kyungsuk;Jeon, Young-Joo
    • The Journal of the Korea Contents Association
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    • v.20 no.11
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    • pp.411-421
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    • 2020
  • There is a paucity of research on socialization of novice teachers that has been found to have influence on their career through studies in different subject fields in various regions. This study addresses how novice English teachers perceive their socialization at the first years. It aims to draw implications for novice teacher support for training and professional development. Data were obtained from a questionnaire survey. From the review of the relevant literature, six themes were identified as significant factors in novice teachers' socialization process: relationship with pupils, teaching, rapport with colleagues, support from headteachers, relationship with parents, and expectations from the society. There were 44 questions under six key factors. 99 secondary English novice teachers participated in the survey. The analysis of the gathered responses to each question reveals information on their socialization process to become a secondary English teacher including adaptation challenges for professional development, which have been neglected but are gaining more attention from different stakeholders. This is being increasingly supported in the time of the coronavirus (COIVD-19) pandemic crisis, disruption and recovery. The study is concluded with some implications for research on novice teacher induction, and teacher education policy and practice.

Factors Affecting Household Water Use during the COVID-19 Period: A Focus on the 33 Autonomous Districts of Seoul and Incheon (COVID-19 시기 가정용 상수도 사용에 영향을 미치는 요인에 관한 연구: 서울과 인천의 자치구 33개를 대상으로)

  • Song, Yiseul;Jo, Hanghun;Kim, Heungsoon
    • Land and Housing Review
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    • v.13 no.4
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    • pp.1-12
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    • 2022
  • Clean water is an essential urban infrastructure in human daily life, and water plays a vital role in public health. Due to restrictions on outdoor activities during COVID-19, time staying at home has increased. Therefore, it is plausible to assume that large-scale disaster incidences such as COVID-19 will affect water consumption. In this regard, this research aims to explore the factors that influence household water use during COVID-19. The analysis period of the study is 2020, and the geographical scope covers Seoul and Incheon. A dependent variable was water consumption in the autonomous districts of Seoul and Incheon, and the factors reflecting urban characteristics were used as independent variables. Multiple regression was used for analysis, and the unit of analysis was the autonomous district in Seoul and Incheon. The finding confirmed that the pandemic situation caused an increase in water consumption. In addition, it supports policy for the elderly so that they can use water without financial difficulty. It implies that a stable supply of clean water is essential for managing infectious diseases. The findings of this study are expected to provide some implications for efficient water supply policies and efficient water supply management in the event of the spread of infectious diseases such as COVID-19.