• Title/Summary/Keyword: Informal data

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Research on Natural Language Processing Package using Open Source Software (오픈소스 소프트웨어를 활용한 자연어 처리 패키지 제작에 관한 연구)

  • Lee, Jong-Hwa;Lee, Hyun-Kyu
    • The Journal of Information Systems
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    • v.25 no.4
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    • pp.121-139
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    • 2016
  • Purpose In this study, we propose the special purposed R package named ""new_Noun()" to process nonstandard texts appeared in various social networks. As the Big data is getting interested, R - analysis tool and open source software is also getting more attention in many fields. Design/methodology/approach With more than 9,000 R packages, R provides a user-friendly functions of a variety of data mining, social network analysis and simulation functions such as statistical analysis, classification, prediction, clustering and association analysis. Especially, "KoNLP" - natural language processing package for Korean language - has reduced the time and effort of many researchers. However, as the social data increases, the informal expressions of Hangeul (Korean character) such as emoticons, informal terms and symbols make the difficulties increase in natural language processing. Findings In this study, to solve the these difficulties, special algorithms that upgrade existing open source natural language processing package have been researched. By utilizing the "KoNLP" package and analyzing the main functions in noun extracting command, we developed a new integrated noun processing package "new_Noun()" function to extract nouns which improves more than 29.1% compared with existing package.

The effect of informal grandparent-provided child care and support on married women's additional birth plans: A panel data analysis (조부모에 의한 비공식 자녀돌봄 및 지원이 기혼여성의 추가출산 계획에 미치는 영향: 패널분석 방법을 이용하여)

  • Han, Young-Sun;Lee, Yon-Suk
    • Journal of Family Resource Management and Policy Review
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    • v.18 no.2
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    • pp.163-182
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    • 2014
  • This study examined the effects of informal grandparent-provided child care and support on married women's additional birth plans. This study applied panel data analysis to three waves of the Korean Longitudinal Survey of Women and Family (KLoWF) and obtained two major findings, as follows. First, having a mother-in-law and co-residing with parents-in-law had a positive influence on married working women's additional birth plans. Child care provision from the parents of a married working woman also positively influenced her additional birth plans. Second, the analysis showed that housework assistance from a woman's mother-in-law or mother had no effect on her birth plans in both models investigated: the additional birth plan model for all women, both employed and unemployed, and the additional birth plan model for only working women. In conclusion, the findings of this study demonstrated that child care availability, with grandparents as the trusted providers, is a more important factor in married women's additional birth plans than housework assistance from their mothers-in-law and mothers.

The Life Course of Poor Female Household Heads: A Qualitative Analysis (빈곤 여성가장의 삶의 과정에 관한 질적 연구)

  • 옥선화;성미애;이재림
    • Journal of the Korean Home Economics Association
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    • v.41 no.2
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    • pp.65-92
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    • 2003
  • This study explored and described the life course of poor female household heads. The data was gathered by in-depth interviews with thirteen poor female heads of households. Most of poor female household heads grew up in poor families. nev could not be educated properly due to their families' poverty and boy preference, and they moved to urban areas to become informal sector laborers. After the marriages, their living conditions became worse, because many of them got married to so lazy men who had alcoholic problems that were not willing to provide their families. The poor female heads of households were under difficulties owing to low income and unstable labor Condition. The economic hardship disturbed the interaction with kins and friends. Although they got in touch with these people, they had uncomfortable feelings because they did not have enough resources which made these relationships reciprocal. Therefore, social welfare policy were essential to support the poor female heads of households.

An Explorative Study on the Impact of Environmental Variables on the Relationship between EDI controls and EDI Implementation (환경변수가 EDI통제와 EDI구현과의 관계에 미치는 영향에 관한 탐색적 연구)

  • Lee, Sang-Jae;Han, In-Goo
    • Asia pacific journal of information systems
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    • v.9 no.2
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    • pp.99-115
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    • 1999
  • Electronic Data Interchange (EDI) is an important part of interorganizational electronic commerce due to the strategic impact derived from its use. In order to ensure successful implementation of EDI, EDI controls must first be developed. Because they are implemented in an environmental context, the characteristics of organizational environments have a significant impact on EDI controls. The control strategy for the EDI system - formal, informal, and automated controls - should fit certain organizational environments. A research model has been developed to depict the moderating effects of six environmental variables including industry, organizational, and task characteristics on the relationships between controls and implementation. It is shown empirically that the relationships between EDI controls and implementation are indeed affected by these factors. The results can help management design formal, informal, and automated controls in view of their own environmental contexts.

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Understanding Visitor Learning in a Natural History Museum : A Case of Dyadic Discourses

  • Lee, Sun-Kyung;Kim, Chan-Jong
    • Journal of The Korean Association For Science Education
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    • v.27 no.2
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    • pp.134-143
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    • 2007
  • This study explores visitor learning in a natural history museum from the perspectives of situated learning. The purpose of this study is to understand how the visitors construct knowledge from museum experiences through dyadic discourses. The participants were two university students. They moved naturally through the exhibition with no predetermined path in a natural history museum in Korea. Data were collected in the form of audio-recorded dyadic discourses at and between exhibits and were transcribed. The transcription was coded using the conversation coding scheme, and categorized into specific learning types. The findings included (1) the characteristics of learning talks and (2) learning types created by dyadic discourses at and between exhibitions within learning contexts as museum learning experiences. Implications and future research related to visitor learning in informal learning settings were discussed based on the findings.

Chronic Illnesses and Multidimensional Disability among Older Adults with Disabilities: Applying the ICF Framework (고령장애인의 만성질환과 다차원적 장애 : 국제기능장애건강분류틀(ICF)을 적용하여)

  • Cho, Sangeun
    • Korean Journal of Social Welfare Studies
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    • v.48 no.4
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    • pp.91-120
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    • 2017
  • This study aimed (a) to examine the association between chronic illness and multidimensional disability(i.e., psychological/emotional functions, activity capacity, and participation frequency) among older adults with disabilities, (b) to investigate the effect of formal and informal supports on multidimensional disability, and (c) to analyze the moderating effects of formal and informal supports on the association between chronic illness and multidimensional disability. This study used 2014 Korea Welfare Panel Study(the 9th wave) data and 450 older adults with disabilities aged 50 and over were selected as the study target. The research model was analyzed by structural equation modeling using IBM AMOS 22.0. Based on the ICF framework developed by WHO, health condition was measured by the level of chronic illness; psychological/emotional functions were measured by health satisfaction, self-esteem, and depression; activity capacity was measured by ADLs and IADLs; participation frequency was measured by the total number of social activities joined; formal support was measured by the total number of formal welfare services for people with disabilities utilized; informal support was measured by perceived social support. The findings showed that the level of chronic illness was negatively associated with psychological/emotional functions among the older adults with disabilities. The informal support positively affected psychological/emotional functions and activity capacity, whereas the formal support showed the opposite result. That is, the formal support negatively influenced activity capacity and showed a moderating effect on the association between the level of chronic illness and the psychological/emotional functions in a reverse way. Based on the results, practice and policy implications for alleviating disability level among the older adults with disabilities were discussed.

Estimating the Willingness-To-Accept for Cash Benefit of Long-Term Care Insurance (노인장기요양보험제도의 현금급여 도입 필요성 - WTA를 통한 적정 현금급여액 추정 -)

  • Shin, Hye Jeong
    • 한국노년학
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    • v.29 no.1
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    • pp.177-194
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    • 2009
  • Korea government has launched long-term care insurance from 2008. However, one of the most important issues, whether or not providing cash benefit, is still unresolved. In this paper, in order to provide policy guidelines for the long-term care insurance, I attempt to estimate the Willingness-To-Accept (WTA) of the cash subsidy for informal care by using Double Bounded Dichotomous Choice method, a branch of Contingent Valuation Method (CVM). In doing so, I also estimated the determinants of the preference for cash benefit. Data were obtained from face-to-face survey interviews with 300 informal care-givers at three major general hospitals in Seoul, Korea. The questionnaire was constructed with two scenarios (mild/severe symptom). The results from logistic regression analyses and the estimation of WTA indicate that informal care-givers are willing to accept the cash benefit as low as 628 thousands won for mild fragile elderly and 1,072 thousands won for severe fragile elderly. The strength of this paper is that I estimated the WTA of the cash benefit by reflecting the changes in preferences of informal care-givers. The analytic results from the this paper suggest that the cash benefit in long-term care insurance is indispensible in achieving the goal of the long-term care system.

From Financial Literacy to Financial Capability: A Preliminary Study of Difference Generations in Informal Labor Market

  • AMONHAEMANON, Dalina;VORA-SITTA, Pornpen
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.355-363
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    • 2020
  • This study aims to investigate whether financial attitude links financial literacy to financial capability. To make sound financial decisions, one essentially requires a certain level of financial literacy - knowledge and skill in finance. Even more effective is when one's financial literacy could be developed into financial capability. The samples comprised 342 individuals from informal labor in the South of Thailand. The stratified multistage sampling technique was utilized to select the respondents, while the interview questionnaires were used to collect the data. By using SmartPLS 3.0, the data analysis included descriptive statistics and structural equation modeling (SEM). The result revealed that the one with the highest debt was Gen Y compared to Gen B and Gen X. Considering financial literacy, financial attitude, and financial capacity across generations, it was found that Gen Y had the highest average score in financial literacy and financial capacity, higher than that of Gen X and Gen B. The impact of financial literacy on financial capability through financial attitude, it was found that the impact on Gen B was higher than that of Gen X and Gen Y. With the right financial attitude, people of all generations would be equipped with a higher level of financial capability.

Evaluation on Criterion Validity of Enterprise Health Promotion Index (기업건강증진지수의 준거타당도 평가)

  • Lee, Jinhwa;Ryoo, Jang-Jin;Yu, Young-Soo;Lee, Bokim
    • Korean Journal of Occupational Health Nursing
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    • v.26 no.1
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    • pp.1-9
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    • 2017
  • Purpose: This study was conducted to evaluate the validity of the 'Enterprise Health Promotion Index', a tool for assessing health promotion activities of worksite developed by the Ministry of Employment and Labor and the Korea Occupational Safety and Health Agency. Methods: This is designed a methodological study that evaluates the validity of the Enterprise Health Promotion Index. For this study, a questionnaire survey was conducted for the workplace health professional and safety professional, and a total of 297 data were extracted as final data. We developed the informal health promotion needs and activity measurement tools. The correlation coefficient between the score of the enterprise health promotion index and the score of the informal health promotion tool was analyzed for the criterion validity evaluation. Results: The criterion validity of the Enterprise Health Promotion Index and activity index were supported by finding moderate (r=.597) and high (r=.783) correlation coefficient. However, the requirement index has low levels of criterion validity (r=.364). Conclusion: Based on these results, we suggest to improve the utility of the corporate health promotion index by developing user manual, active public relations, and providing briefing sessions.

Barriers to Access Formal Financial Services: An Empirical Study from Indonesia

  • JAYANTI, Ari Dwi;AGUSTI, Kemala Sari;SETIYAWATI, Yuli
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.11
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    • pp.97-106
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    • 2021
  • The condition of financial services in Indonesia is unique, based on various characteristics, behaviors, and preferences. Therefore, the study of finance and banking is interesting to study as a recommendation for government policies. This paper aims to analyze the barriers to accessing formal financial services in Indonesia and why informal financial services are preferred. This paper presents a case study of financial inclusion in selected provinces in Indonesia using the SOFIA dataset from the Ministry of National Development Planning. Overall, this data consists of 20,000 individuals from 4 provinces and 93 regions representing the population in eastern Indonesia. The analysis was carried out by processing individual-level cross-sectional data surveyed in 2017 using the probit binary logistic method. The results identify the individual barriers in accessing formal financial services, including account ownership, saving, and credit activities in the formal financial institutions, and amplify the image by analyzing what determinants affect people to choose informal institutions. We found that some individual characteristics such as age, gender, education, income, employment status, residence, and access to technology significantly affect the barrier to formal financial services in East Indonesia.