• Title/Summary/Keyword: Knowledge Change Model

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Investigating Student's Understandings of Light Using Dynamic Science Assessment Method

  • Lee, Soo-Young
    • 한국과학교육학회지
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    • 제25권1호
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    • pp.41-56
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    • 2005
  • Assessing students' knowledge can be a challenging endeavor, as researchers attempt to capture the full complexity and potential development of children's ideas. In this study, the Dynamic Science Assessment (DSA) method (Magnusson, Templin, and Boyle, 1997) was employed to investigate 9-12 year old students' understandings of light, while engaging in multiple tasks with a flashlight with various reflectors and mirrors. The results showed that DSA was effective in providing an opportunity to establish a Zone of Proximal Development, in addition to diagnosing a student's prior understanding. Throughout the interview, a student showed a conceptual model of light as being a solid single entity whose shape can be determined by the shape of the casing of a flashlight. However, as DSA provided phenomena that could not be explained by his unitary model, the student began to re-examine his original conceptual model, and attempted to revise it. This study addressed how Dynamic Science Assessment can help us better understand, not only students' current state of understanding, but also a potential development of understanding in their ZPD. In that sense, this study argues that we should pay more attention to the instructive role of classroom assessment that can promote and support further development of students' deeper understandings.

권한이동 모델링을 통한 은닉 마르코프 모델 기반 침입탐지 시스템의 성능 향상 (Performance Improvement of Infusion Detection System based on Hidden Markov Model through Privilege Flows Modeling)

  • 박혁장;조성배
    • 한국정보과학회논문지:정보통신
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    • 제29권6호
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    • pp.674-684
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    • 2002
  • 기존 침입탐지시스템에서는 구현의 용이성 때문에 오용침입탐지 기법이 주로 사용되었지만, 새로운 침입에 대처하기 위해서는 궁극적으로 비정상행위탐지 기법이 요구된다. 그 중 HMM기법은 생성메커니즘을 알 수 없는 이벤트들을 모델링하고 평가하는 도구로서 다른 침입탐지기법에 비해 침입탐지율이 높은 장점이 있다. 하지만 높은 성능에 비해 정상행위 모델링 시간이 오래 걸리는 단점이 있는데, 본 논문에는 실제 해킹에 사용되고 있는 다양한 침입패턴을 분석하여 권한이동시의 이벤트 추출방법을 이용한 모델링 기법을 제안하였고 이를 통하여 모델링 시간과 False-Positive 오류를 줄일 수 있는 지 평가해 보았다. 실험결과 전체 이벤트 모델링에 비해 탐지율이 증가하였고 시간 또한 단축됨을 알 수 있었다.

Plantar Soft-tissue Stress states in standing: a Three-Dimensional Finite Element Foot Modeling Study

  • Chen, Wen-Ming;Lee, Peter Vee-Sin;Lee, Tae-Yong
    • 한국운동역학회지
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    • 제19권2호
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    • pp.197-204
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    • 2009
  • It bas been hypothesized that foot ulceration might be internally initiated. Current instruments which merely allow superficial estimate of plantar loading acting on the foot, severely limit the scope of many biomechanical/clinical studies on this issue. Recent studies have suggested that peak plantar pressure may be only 65% specific for the development of ulceration. These limitations are at least partially due to surface pressures not being representative of the complex mechanical stress developed inside the subcutaneous plantar soft-tissue, which are potentially more relevant for tissue breakdown. This study established a three-dimensional and nonlinear finite element model of a human foot complex with comprehensive skeletal and soft-tissue components capable of predicting both the external and internal stresses and deformations of the foot. The model was validated by experimental data of subject-specific plantar foot pressure measures. The stress analysis indicated the internal stresses doses were site-dependent and the observation found a change between 1.5 to 4.5 times the external stresses on the foot plantar surface. The results yielded insights into the internal loading conditions of the plantar soft-tissue, which is important in enhancing our knowledge on the causes of foot ulceration and related stress-induced tissue breakdown in diabetic foot.

자동차 공정 시뮬레이션의 3D 지그 키네마틱 정보 모델링을 위한 효율적 방법 연구 (A Study of Efficient Method of 3D JIG Kinematic Modeling for Automobile Process Simulation)

  • 고민석;곽종근;조희원;박창목;왕지남;박상철
    • 한국CDE학회논문집
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    • 제14권6호
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    • pp.415-423
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    • 2009
  • Because of the fast changing car design and increasing facilities, manufacturing process of cars is getting more complex now a days. Particularly, car manufacturing system that consist of automated devices, applies various simulation techniques to validate device motion and detect collision. To cope with this problem, traditional manufacturing system deployed test-run with the real devices. However, increased computing power in a contemporary manufacturing system changes it into realistic 3D simulation environment. Similarly, managed device data that was generated using 2D traditionally, can be converted to 3D realistic simulation. The existing problem with 3D simulation is disjoint data interaction between different work stations. Consequently, JIGs, fixing the car part accurately, are changed according to fixing position on the part or a part shape properties. In practice, the 3D JIG data has to be managed according to kinematic information, but not of its features. However, generating kinematic information to the 3D model repeatedly according to frequent change in part is not explained in current literatures. To fill this knowledge gap, this paper suggests an improving method of rendering 3D JIG kinematics information to simulation model. Thereafter, it shows the result of implementation.

장소 정보를 학습한 딥하이퍼넷 기반 TV드라마 소셜 네트워크 분석 (Social Network Analysis of TV Drama via Location Knowledge-learned Deep Hypernetworks)

  • 남장군;김경민;장병탁
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제22권11호
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    • pp.619-624
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    • 2016
  • Social-aware video는 자유로운 스토리 전개를 통해 인물들간의 관계뿐만 아니라 경제, 정치, 문화 등 다양한 지식을 사람에게 전달해주고 있다. 특히 장소에 따른 사람들간의 대화 습성과 행동 패턴은 사회관계를 분석하는데 있어서 아주 중요한 정보이다. 하지만 멀티모달과 동적인 특성으로 인해 컴퓨터가 비디오로부터 자동으로 지식을 습득하기에는 아직 많은 어려움이 있다. 이러한 문제점들을 해결하기 위해 기존의 연구에서는 딥하이퍼넷 모델을 사용하여 드라마 등장인물의 시각과 언어 정보를 기반으로 계층적 구조를 사용해 소셜 네트워크를 분석하였다. 하지만 장소 정보를 사용하지 않아 전반적인 스토리로부터 소셜 네트워크를 분석할 수밖에 없었다. 본 논문에서는 기존 연구를 바탕으로 장소 정보를 추가하여 각 장소에서의 인물 특성을 분석해 보았다. 본 논문에서는 총 4400분 분량의 TV드라마 "Friends"를 사용했고 C-RNN모델을 통해 등장인물을 인식하였으며 Bag of Features로 장소를 분류하였다. 그리고 딥하이퍼넷 모델을 통해 자동으로 소셜 네트워크를 생성하였고 각 장소에서의 인물 관계 변화를 분석하였다.

정교화 가능성 모형에 의한 IT 피교육자 신용 믿음 변화의 종단분석 (An Longitudinal Analysis of Changing Beliefs on the Use in IT Educatee by Elaboration Likelihood Model)

  • 이웅규
    • Asia pacific journal of information systems
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    • 제18권3호
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    • pp.147-165
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    • 2008
  • IT education can be summarized as persuading the educatee to accept IT. The persuasion is made by delivering the messages for how-to-use and where-to-use to the educatee, which leads formulation of a belief structure for using IT. Therefore, message based persuasion theory, as well as IT acceptance theories such as technology acceptance model(TAM), would play a very important role for explaining IT education. According to elaboration likelihood model(ELM) that has been considered as one of the most influential persuasion theories, people change attitude or perception by two routes, central route and peripheral route. In central route, people would think critically about issue-related arguments in an informational message. In peripheral route, subjects rely on cues regarding the target behavior with less cognitive efforts. Moreover, such persuasion process is not a one-shot program but continuous repetition with feedbacks, which leads to changing a belief structure for using IT. An educatee would get more knowledge and experiences of using IT as following an education program, and be more dependent on a central route than a peripheral route. Such change would reformulate a belief structure which is different from the intial one. The objectives of this study are the following two: First, an identification of the relationship between ELM and belief structures for using IT. Especially, we analyze the effects of message interpretation through both of central and peripheral routes on perceived usefulness which is an important explaining variable in TAM and perceived use control which have perceived ease of use and perceived controllability as sub-dimensions. Second, a longitudinal analysis of the above effects. In other words, change of the relationship between interpretation of message delivered by IT education and beliefs of IT using is analyzed longitudinally. For achievement of our objectives, we suggest a research model, which is constructed as three-layered. While first layer has a dependent variable, use intention, second one has perceived usefulness and perceived use control that has two sub-concepts, perceived ease of use and perceived controllability. Finally, third one is related with two routes in ELM, source credibility and argument quality which are operationalization of peripheral route and central route respectively. By these variables, we suggest five hypotheses. In addition to relationship among variables, we suggest two additional hypotheses, moderation effects of time in the relationships between perceived usefulness and two routes. That is, source credibility's influence on perceived usefulness is decreased as time flows, and argument quality's influence is increased. For validation of it, our research model is tested empirically. With measurements which have been validated in the other studies, we survey students in an Excel class two times for longitudinal analysis. Data Analysis is done by partial least square(PLS), which is known as an appropriate approach for multi-group comparison analysis with a small sized sample as like this study. In result. all hypotheses are statistically supported. One of theoretical contributions in this study is an analysis of IT education based on ELM and TAM which are considered as important theories in psychology and IS theories respectively. A longitudinal analysis by comparison between two surveys based on PLS is also considered as a methodological contribution. In practice, finding the importance of peripheral route in early stage of IT education should be notable.

개인정보보호책임자의 특성이 개인정보보호 성과에 미치는 영향 (The Impact of CPO Characteristics on Organizational Privacy Performance)

  • 위지영;장재영;김범수
    • Asia pacific journal of information systems
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    • 제24권1호
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    • pp.93-112
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    • 2014
  • As personal data breach reared up as a problem domestically and globally, organizations appointing chief privacy officers (CPOs) are increasing. Related Korean laws, 'Personal Data Protection Act' and 'the Act on Promotion of Information and Communication Network Utilization and Information Protection, etc.' require personal data processing organizations to appoint CPOs. Research on the characteristics and role of CPO is called for because of the importance of CPO being emphasized. There are many researches on top management's role and their impact on organizational performance using the Upper Echelon theory. This study investigates what influence the characteristics of CPO gives on the organizational privacy performance. CPO's definition varies depending on industry, organization size, required responsibility and power. This study defines CPO as 'a person who takes responsibility for all the duties on handling the organization's privacy,' This research assumes that CPO characteristics such as role, personality and background knowledge have an influence on the organizational privacy performance. This study applies the part relevant to the upper echelon's characteristics and performance of the executives (CEOs, CIOs etc.) for CPO. First, following Mintzberg and other managerial role classification, information, strategic, and diplomacy roles are defined as the role of CPO. Second, the "Big Five" taxonomy on individual's personality was suggested in 1990. Among these five personalities, extraversion and conscientiousness are drawn as the personality characteristics of CPO. Third, advance study suggests complex knowledge of technology, law and business is necessary for CPO. Technical, legal, and business background knowledge are drawn as the background knowledge of CPO. To test this model empirically, 120 samples of data collected from CPOs of domestic organizations are used. Factor analysis is carried out and convergent validity and discriminant validity were verified using SPSS and Smart PLS, and the causal relationships between the CPO's role, personality, background knowledge and the organizational privacy performance are analyzed as well. The result of the analysis shows that CPO's diplomacy role and strategic role have significant impacts on organizational privacy performance. This reveals that CPO's active communication with other organizations is needed. Differentiated privacy policy or strategy of organizations is also important. Legal background knowledge and technical background knowledge were also found to be significant determinants to organizational privacy performance. In addition, CPOs conscientiousness has a positive impact on organizational privacy performance. The practical implication of this study is as follows: First, the research can be a yardstick for judgment when companies select CPOs and vest authority in them. Second, not only companies but also CPOs can judge what ability they should concentrate on for development of their career relevant to their job through results of this research. Cultural social value, citizen's consensus on the right to privacy, expected CPO's role will change in process of time. In future study, long-term time-series analysis based research can reveal these changes and can also offer practical implications for government and private organization's policy making on information privacy.

감정표현의 직관성을 향상시키기 위한 색상을 이용한 감정모델의 개발과 적용 (Developing and Adapting an Emotion Model Using Colors for an Emotion Expression)

  • 여지혜;정명범;함준석;박준형;고일주
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2008년도 학술대회 1부
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    • pp.152-157
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    • 2008
  • 인간은 감정을 인지하는데 있어 시각을 많이 사용한다. 인간은 감정을 인지하는데 있어 시각을 많이 사용한다. 빛에 의해 물체를 지가하며 색채의 한가운데 살아간다. 그만큼 색채는 우리 생활과 매우 밀접하게 관련되어있어 많은 시각정보 중에서도 색채에 대해 민감하게 받아들인다. 그래서 감정을 색채로 표현한다면 직관적으로 받아들일 수 있다. 본 논문은 색상과 감정 간의 관계연구를 통한 색상을 이용한 감정표현을 목적으로 한다. 정서를 동그라미 모형으로 표현한 Plutchik의 정서동그라미와 색상을 동그라미 모형으로 표현한 모세스 해리스의 해리스1은 기준 축을 중심으로 결합하여 다른 감정을 찾아내거나 색채가 만들어지기 때문에 색상과 감정 간의 관계연구를 하는데 사용하였다. 두 모델의 유사특징을 이용해 Plutchik의 정서동그라미에서 기본이 되는 감정을 선택해 비슷한 느낌과 특정을 가지는 색상을 모세스 해리스의 해리스1에서 찾아 감정을 매칭 시키는 방법으로 색상환을 이용해 감정을 표현한다. 색상과 감정 간의 매칭 만족도를 알아보기 위해서는 감정의 자극이 계속적으로 들어와 많은 감정의 변화를 실시간으로 확인할 수 있어야 한다. 비행슈팅 게임은 여러 가지 감정의 자극이 계속적으로 들어오고, 실시간으로 감정의 변화를 확인할 수 있기 때문에 본 연구를 적용하기에 적합하다. 따라서 비행슈팅게임의 캐릭터 색상으로 적용해보았다.

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Community-Based Health Education and Communication Model Development for Opisthorchiasis Prevention in a High Risk Area, Khon Kaen Province, Thailand

  • Promthet, Paitoon;Kessomboon, Pattapong;Promthet, Supannee
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권17호
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    • pp.7789-7794
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    • 2015
  • Background: This study aimed to evaluate the impact of a community-based health education and communication programme on reducing liver fluke infections caused by the consumption of uncooked fish among people in a high-risk area of Thailand. Materials and Methods: The study was quasi-experimental in nature, with three-stages. Stage 1 involved a situational and capacity analysis of designated communities in Khon Kaen province. This was followed by the development of a model for community-based health education and communication to prevent liver fluke infections among high-risk people, and, lastly, implementation and evaluation of the model were performed. Data were collected using both qualitative and quantitative methods. In total, 390 people were surveyed, and quasi-experimental and comparison groups, each with 90 people, were assessed between May 2011 and April 2012. Analysis was using statistical OR, 95 % CI, the Willcoxon matched pairs signed ranks test, the chi-square test, and the Mann-Whitney U test. Results: The findings showed that most respondents had a high level of knowledge and understanding of liver fluke disease (89.5%, 95% CI:86.0-92.4), and positive attitudes toward the prevention of the disease (94.4%, 95% CI:91.6-96.4). However, with regard to changes in consumption of uncooked fish, most respondents were still in the pre-contemplation phase (55.1%, 95% CI:50.0-60.1), followed by the contemplation phase, 22.6%. Furthermore, four factors were found to be associated with the consumption of uncooked fish - the consumption of alcohol (OR 4.16, 95% CI:1.79-9.65), gender (OR 3.17, 95% CI:1.53-6.54), smoking (OR 3.03, 95% CI:1.31-7.05), and age 40 years and above (OR 2.68, 95% CI:1.02-7.05). After nine months of the health education and communication programme using local media based on local wisdom, culture and persons, the results showed that, compared to the control group, members of the experimental group had a higher level of knowledge, a better attitude and lower levels of ill-advised consumption behaviour. Also, it was found that consumption of uncooked fish, by an assessment of the level of stage of change, was reduced. (p-value 0.002). Conclusions: The health education and communication programme developed as part of the study was effective in changing the consumption of uncooked fish. Therefore, this approach should be promoted in other high-risk areas in Thailand in the future.

Rogers 이론에 근거한 가족양상 사정지침개발 (Development of a Family Pattern Appraisal to Guide a Rogerian Nursing Practice)

  • 이광옥;한영란;김희정
    • 대한간호학회지
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    • 제25권4호
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    • pp.751-773
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    • 1995
  • We, clinical nurse specialists practising and guiding student practice in a Community health nursing clinic, wanted to develop a family pattern appraisal consistent with Rogers' conceptual system, the nursing model guiding our practice. We use Rogers' model because it is harmonious with the traditional Korean view of the one human, natural and cosmic world. The purpose of our research was to contribute to science - based nursing practice, not only, one helpful model, but also a model of how to use, in guiding practice, a conceptual system which reflects nurse practitioners' philosophy of nursing, is intellectually satisfying, and enriches meaning in daily nursing life. The research objectives were to review the literature on Rogers' model and analyse it according to Kim's five - level analytical framework, to explore Rogers' definition of family, to review appraisals based on Rogers' model, and to develop a family appraisal which is culturally appropriate for use in our community. This work including the use of the appraisal and its refinement with families in our practice which was done during 1994 and 1995, in Seoul, in the Capital of the Republic of Korea. At the highest level of analysis, Rogers conceptual system emphasizes acausality and multidimentional meaning ; the world view is characterized by process, movement and wholeness. The epistemology Is one of holism and the knowledge base includes all forms of experience, from sensory to mystical, objective, and subjective. At the metaparadigm level, nursing focuses on the unitary human being and the environment. At the level of nursing philosophy, the model identifies human being, nursing, nurse, and illness and health. At the paradigm level the model assumes the irriducibility of the human to parts, noncausality and continual change. Rogers' practice methodology consists of pattern manifestation appraisal and deliberative mutual patterning. Under-standing patterns and patterning of people is the key to helping them achieve their potential. At the theory level, the basic assumptions, key concepts, and homeodynamic principles were identified. Rogers states the family energy field is an undividable, four-dimensional negentropic energy field which is in a larger envircinmental field show-ing such characteristics as cannot be predicted by knowledge of individual family members. Based on the word of Rogers scholars, we chose Rogers' correlates of patterning to understand the family unit as a whole-frequency, rhythms, motion, time perception, sleeping-waking beyond waking, pragmatic -imaginative-visionary to develop the appraisal. We, also used some of Barrel's (1988) criteria including interpersonal network and professional health care access and use, and Cordon's (1982) criteria including self perception - self concept modified to fit the family. Our family Pattern appraisal included 1. Influencirg data, 2. Professional health care access and use, 3. Family self perception-self concept, 4. Family interpersonal network, 5. Sleep-wake-be-yond waking, 6. Pragmatic-imaginary-visionary, 7. Family frequency and rhythm, 8. Family motion, 9. Family time perception. The appraisal was used with four families and modified to eliminate overlap and to make it possible for the family member to express themselves more easily. We plan to gain more experience with the appraisal toward further development of the tool.

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