• Title/Summary/Keyword: 영향범주

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A Study on Novelty Detection of GPS Data Using Human Mobility and OCSVM(One-class SVM) (OCSVM(One-class SVM)과 인간의 이동을 이용한 GPS 데이터의 이상 현상 검출에 관한연구)

  • Kim, Woo-Joong;Song, Ha-Yoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.04a
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    • pp.1060-1063
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    • 2011
  • 인간은 목적지를 향하여 가는 방법의 선택에 있어서 가고자 하는 목적, 목적지, 출발 시간 등에 영향을 받는다. 그러나 이러한 매개변수들과 더불어 중요하게 고려되는 것은 바로 인간의 습관이다. 다시 말해 인간이 목적지로 가는 방법을 선택하는데 습관이라는 매개변수와 밀접한 영향이 있다는 것이다. 이를 미루어 볼 때, 인간의 이동은 습관으로 인해 대부분 특정한 범주 안에서 이동을 할 것이라는 추측할 수 있다. 나아가, 사람들이 흔히 들고 다니는 GPS장치에서 측정된 데이터가 추측한 속성으로 인해 범주를 벗어나는 이상현상을 검출하는 것으로 확장을 할 수 있다. 즉, GPS장치에서 측정된 데이터는 개인별로 클래스화(Classification)가 가능함을 추론할 수 있다. 본 논문에서는 실제 사람이 이동한 좌표를 바탕으로 시간당 변화량을 계산하여 좌표에 사상시켰다. 그리고, 단일 클래스 서포트 백터 머신(OCSVM)을 가지고 클래스화 했으며, OCSVM의 커널 함수 내의 변수인에 따라 클래스의 크기 혹은 클래스 내부의 밀도에 영향을 받음을 알 수 있었으며, 그 둘 사이에는 적절한 교환(Tradeoff)이 발생하였다는 결론이 나왔다.

The Effect of Sensory Diet Home Program for Children with Autism Spectrum Disorder Who Have Sensory Defensiveness: Case Report (감각방어를 가진 자폐 범주성 장애 아동을 대상으로 한 감각식이 가정프로그램이 감각조절과 사회적 능력에 미치는 영향: 사례보고)

  • Hu, Soh Young
    • Therapeutic Science for Rehabilitation
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    • v.4 no.1
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    • pp.63-73
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    • 2015
  • Objective : The purpose of this study was to investigate the effects of sensory diet home program for children with autism spectrum disorder who have sensory defensiveness and explore how this intervention affect to sensory modulation and social interaction ability. Methods : The subject of this case study was a 12-year-old girl with autism spectrum disorder who was struggling with her sensory modulation problem. Parent interview and evaluations were conducted and subject-tailored sensory diet home program was made by the therapist. Parent education for the home program was provided to parents and everyday, 3 times, 30minutes of home program activities were conducted to the child for 23 days. Adolescent/Adult Sensory Profile and Social Maturity Scale were measured at pre and post intervention and parent wrote daily observation record about child during the intervention. Results : After the intervention, Low Registration, Sensory Sensitivity, Sensation Avoiding area of Adolescent/Adult Sensory Profile included to the normal range and the scores of the Social Maturity Scale improved. Conclusions : Child's sensory defensiveness was relieved and sensory modulation and controling emotion ability were improved. While there was significant improvement for sensory modulation and social interaction ability, this was a case study and there was only one subject. So we need to study with larger sample size to generalize this intervention's effectiveness.

Online Purchase Intentions for Product Categories -The Functions of Internet Motivations and Online Buying Tendencies- (상품 범주별 온라인 구매도 -인터넷 동기와 온라인 구매성향 기능-)

  • Kim, Eun-Young
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.6
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    • pp.890-901
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    • 2008
  • This study explores an initial framework for online product categorization by examining the relationships among Internet motivations, buying tendencies, and online purchase intentions for product categories. A total of 217 usable questionnaires were obtained from respondents in a southwestern state in the United States. A path model using a correlation matrix with maximum likelihood was estimated using LISREL 8.53. Findings indicated that Internet motivations consisted of four factors: Diversion, Economic, Information, and Social motivations. In addition, online products were classified into three categories based on purchase intentions: Sensory, Cognitive, and Search products. Estimated path model showed that diversion and economic motivations affected impulse buying tendency, whereas economic, information and social motivations influenced planned buying tendency in the online context. Also, the buying tendencies were significantly related to online purchase intentions for the product categories. Purchase intentions for sensory products were more strongly affected by impulse buying tendency, whereas purchase intentions for cognitive and search products were more strongly affected by planned buying tendency. Theoretical and managerial implications were discussed for devising an appropriate e-market strategy for specific product categories.

Experiences of Korean Homestay Guardians of Early Study Abroad Students in the U.S. (미국 한인 조기유학생 홈스테이 가디언의 경험)

  • Kim, Hyun-Joo
    • Korean Journal of Comparative Education
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    • v.24 no.3
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    • pp.199-226
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    • 2014
  • The aim of this study was to determine key experiences of homestay guardians of unaccompanied minor Korean adolescents studying abroad in the United States through qualitative research method of grounded theory methodology. This study identified guardianship experiences and the process of adjustment to life with homestay students through in-depth interviews with 12 subjects who are Korean guardians in the United States. The results of this study classified "started with concern" as a category that leads guardians to start providing homestay accommodation, and "other's recommendation," "need for financial support," and "unexpectedly" as subcategories. This study identified "act as a mediator to resolve differences" as a key experience of guardians, and classified subcategories are "parental role" and "calculation of gains and losses" on a personal level; and "feel sorry for own children," "limited leeway of the family," and "formation of relationship between own children and homestay students" on a family level. Developed subcategories are "thirsty for attention," "vulnerability," "task on freedom and control," and "regrettable feeling in the absence of communication" with respect to relationship with students; "grade expectations," "one-way communication," "trapped between parents' and students' demands" in regard to relationship with parents; and "advice from school" in the aspect of school. "Cultural difference," "preparedness of students and parents," "age differences between guardian's children and students," "family support," "similar personalities," "guardian's motivation," and "parent's attitude" are subcategories that affect central phenomenon of guardians.

A Study on the Comparison between E-MDR and D-MDR in Continuous Data (연속형 데이터에서 E-MDR과 D-MDR방법 비교)

  • Lee, Jea-Young;Lee, Ho-Guen
    • Communications for Statistical Applications and Methods
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    • v.16 no.4
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    • pp.579-586
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    • 2009
  • We have used multifactor dimensionality reduction(MDR) method to study interaction effect of statistical model in general. But MDR method cannot be applied in all cases. It can be applied to the only case-control data. So, two methods are suggested E-MDR and D-MDR method using regression tree algorithm and dummy variables. We applied the methods on the identify interaction effects of single nucleotide polymorphisms(SNPs) responsible for longissimus mulcle dorsi area(LMA), carcass cold weight(CWT) and average daily gain(ADG) in a Hanwoo beef cattle population. Finally, we compare the results using permutation test.

Hangul Word-Frequency in Semantic Categorization Task (범주화 과제에서의 한글단어 빈도효과)

  • Cho, Jeung-Ryeul
    • Annual Conference on Human and Language Technology
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    • 1999.10e
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    • pp.351-358
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    • 1999
  • Two experiments were conducted to investigate effects of word-frequency on semantic processing of Hangul. Stimuli were two syllable words, and exemplars and target words were different in the final consonant of the second syllable in the Exp 1 and in the final consonant of the first syllable in the Exp2. Exp 1 shows the results that subjects made more errors on low frequency target words and took longer times on high frequency exemplars than on controls. In Exp 2 subjects took longer times on high frequency examplar-low frequency target word conditions than on controls. These results support the predictions of dual process models and suggest that the use of phonological and visual information depends on word frequency. Phonological activation appears to be an optional rather than obligatory process.

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Assessment of Environmental Impacts and $CO_2$ Emissions from Soil Remediation Technologies using Life Cycle Assessment - Case Studies on SVE and Biopile Systems - (전과정평가(LCA)에 의한 토양오염 정화공정의 환경영향분석 및 $CO_2$ 배출량 산정 - SVE 및 Biopile 시스템 중심으로 -)

  • Jeong, Seung-Woo;Suh, Sang-Won
    • Journal of Korean Society of Environmental Engineers
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    • v.33 no.4
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    • pp.267-274
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    • 2011
  • The environmental impacts of 95% remediation of a total petroleum hydrocarbon-contaminated soil were evaluated using life cycle assessment (LCA). LCA of two remediation systems, soil vapor extraction (SVE) and biopile, were conducted by using imput materials and energy listed in a remedial system standardization report. Life cycle impact assessment (LCIA) results showed that the environmental impacts of SVE were all higher than those of biopile. Prominent four environmental impacts, human toxicity via soil, aquatic ecotoxicity, human toxicity via surface water and human toxicity via air, were apparently found from the LCIA results of the both remedial systems. Human toxicity via soil was the prominent impact of SVE, while aquatic ecotoxicity was the prominent impact of biopile. This study also showed that the operation stage and the activated carbon replacement stage contributed 60% and 36% of the environmental impacts of SVE system, respectively. The major input affecting the environmental impact of SVE was electricity. The operation stage of biopile resulted in the highest contribution to the entire environmental impact. The key input affecting the environmental impact of biopile was also electricity. This study suggested that electricity reduction strategies would be tried in the contaminated-soil remediation sites for archieving less environmental impacts. Remediation of contaminated soil normally takes long time and thus requires a great deal of material and energy. More extensive life cycle researches on remedial systems are required to meet recent national challenges toward carbon dioxide reduction and green growth. Furthermore, systematic information on electricity use of remedial systems should be collected for the reliable assessment of environmental impacts and carbon dioxide emissions during soil remediation.

R&D Quality Impact Analysis of Q-mark Model (Q-mark 모델의 R&D 품질 영향 분석)

  • Park, J.H.
    • Electronics and Telecommunications Trends
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    • v.30 no.1
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    • pp.154-161
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    • 2015
  • 본고에서는 Q-mark 모델의 R&D(Research & Development) 품질 영향 분석을 기술한다. 이를 위해 Q-mark 모델 특징과 종류 그리고 절차를 간략히 기술하고, R&D 품질에 대한 Q-mark 인증 모델 영향에 대해 연구현장 설문조사 내용을 바탕으로 연구결과 완성도 측면, 대외 신뢰도 개선을 통한 과제 수주 측면, 기술 이전과 사업화 측면, 그리고 과제관리 효율화 측면 등에서 분석하여 제시한다. 또 앞으로 Q-mark 모델이 보다 객관적이고 효과적인 R&D 품질관리를 위한 인증 모델로 개선되고 지속적으로 운영되기 위해 보완되어야 할 사항에 대해 설문조사 결과를 바탕으로 인증 측면, 프로세스 범주 측면, 제공 템플릿 측면, 그리고 품질 지원 서비스 및 전문성 측면에서 기술한다.

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A Study on Socio-economic Impact Assessment System for Marine Oil Spill (유류유출시 사회경제적 영향평가 제도 연구)

  • Lee, Moon-Suk;Kwon, Suk-Jae;Park, Se-Hun
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.16 no.1
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    • pp.49-55
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    • 2010
  • Marine oil spill accidents not only devastates marine ecosystem but also Ins significant adverse socio-economic impact on local community whose living is dependent on clean marine system Although the Marine Environment Management Act of the Republic of Korea stipulates tim marine pollution impact survey must be conducted at the time of the oil spill, the articles do not provide specifics or concrete survey items for socio-economic impact assessment Moreover, there are redundancy questions in the provisions related to socio-economic impact assessment. This paper examined several difficulties encountered in carrying out the socio-economic impact assessment for marine oil spill as required in the law, and presented some recommendation., for the plan to improve the assessment mechanism systematically through the development of the research categories and indicators of socio-economic impact assessment.

A Study about the Effects of Intellectual Property Investment and Management on the Value of Intangible Assets of Firms (지식재산 투자와 관리가 기업의 무형자산가치에 미치는 영향에 대한 연구)

  • Sung, Oong-Hyung;Jo, Kyeong-Seon
    • Journal of Korea Technology Innovation Society
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    • v.12 no.2
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    • pp.291-311
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    • 2009
  • Intellectual Property(IP) investment and its management are an key driver to create corporate value and intangible asset value through corporate's competitiveness. The purposes of this study are to survey capability of IP management and assess the effects of IP investment and its management on the separation into groups of intangible asset value. In order to attain those purposes of this study, sample companies were taken and categorized into three groups by the level of intangible asset value ratio, and data for IP investment such as R&D expenditure and advertising expenditure were collected from 90 manufacturing companies, and data for IP management capability about patent, design and brand were taken through survey. The final results showed as followed: First, IP management capability were generally not sufficient in the results of survey. Second, mean vector for the four variables were significantly different among three groups in multivariate analysis variance. Third, the order of their contribution to separating the groups were R&D expenditure, advertising expenditure, patent management, management of design and brand in canonical variate analysis. Fourth, R&D and patent management capability were significantly related to the separation of three groups, while advertising expenditure were not significant and management of design and brand were not sure of Significance in multinomial logit discriminant analysis. Fifth, exploratory power of the discriminant model were estimated by 53% in classification analysis. Finally, strategic policy for IP investment and its management should be taken urgently to create intangible asset value and to improve the capability of its management.

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