• Title/Summary/Keyword: Student Modeling

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The Analysis of University Student's Modeling Patterns and Perceptions Through Modeling Experiments (모델링 탐구 활동에서의 대학생의 모델링 유형 분석 및 인식)

  • Jang, Eun-Kyung;Ko, Woon;Kang, Seong-Joo
    • Journal of The Korean Association For Science Education
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    • v.32 no.1
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    • pp.1-14
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    • 2012
  • The purpose of this study is to analyze the student's modeling patterns of modeling experiments. The 1st year students who were taking the general chemistry laboratory course performed three modeling inquiry experiments and submitted laboratory reports. Students expressed the model in a formula form and/or a written form. Student's modeling patterns could be classified by five types; 'Refining tentative modeling', 'Accepting alternative modeling', 'Discarding tentative modeling', 'Failing to find causes', 'Disbelieving results'. This modeling experiment provides for students the opportunity for understanding how a scientific model is created and what the nature of scientific modeling is.

Effect of Difference Education Quality on Student Satisfaction and Student Loyalty (차별적인 교육품질이 학생만족과 학생 충성도에 미치는 영향)

  • Kim, Gye-Soo
    • Journal of Korean Society for Quality Management
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    • v.41 no.1
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    • pp.53-68
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    • 2013
  • Purpose: The paper presents research that examine relationship difference education quality, satisfaction, loyalty in university education sector. Specifically, the effects of difference education quality on student satisfaction and loyalty in the context of education quality are examined. Methods: A model of difference education quality effect on student satisfaction and loyalty is introduced and tested in the university using student perceptions of provider. Questionnaire was developed, and data was collected and analyzed for this study with SEM(Structural Equation Modeling). Results: The results are as follows: Education capability, BNIE(Business Newspaper In Education) are significantly influenced on student satisfaction. In addition, student satisfaction is significantly influence on external customer satisfaction, professor image. Professor image is significantly influence on student loyalty. Conclusion: Upon learning of student need and want, professor can focus on development of difference education quality based on student need and want.

Using Structural Equation Modeling to Fit a Model of Student Background, Teacher Background, Home Environment, and a School Characteristic to Mathematics Achievement on the TIMSS

  • Cho, Gyu-Pan
    • Research in Mathematical Education
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    • v.7 no.4
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    • pp.247-270
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    • 2003
  • The purpose of this study is to build a model that explains the relationship between and among five variables that are student background, teacher background, home environment, school characteristic, and student mathematics achievement, using structural equation modeling. Another purpose of this study is to compare the relationships of these variables between the United States and Korea in 7th and 8th grades mathematics. Student, teacher, and school background files from population 2 in the TIMSS were selected for this study. The result of the study provides practical information for teachers, parents, school principals, and other people who are interested in improving student achievement, and also provides the information that may explain differences and similarities between the US and Korea in mathematics achievement.

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Design on Student Modeling in a multimedia Intelligent Tutoring System for Training Appropriate Rehabilitation Skills (Multimedia를 이용한 지능형 재활 교육 시스템에서의 Student Modeling 방법의 연구)

  • 임익진;심임섭
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10c
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    • pp.694-696
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    • 1998
  • 지능형 재활 교육 시스템은 학습 대상이 정상인이 아닌 발달 장애인이라는 점과 학습자 단독으로 학습이 어렵다는 점이 일반적인 지능형 교육 시스템과 다르다. 이러한 교육 시스템은 학습자 단독 학습이 아닌 학습 보조자가 학습자의 옆에서 학습을 보조하는 형태이므로 시스템과 학습 보조자와의 연계가 시스템 구현시 중요한 부분이라고 할 수 있다. 그러므로 지능형 교육 시스템의 핵심이라 할 수 있는 Student Model의 설계 역시 학습 보조자의 개입에 대한 자유도를 어느 정도 허락하는 것인가가 주된 목표일 것이다. 본 논문에서는 이러한 점을 고려한 지능형 교육 시스템에서의 Student Model을 구현한다.

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An Introverted Elementary Student's Construction of Epistemic Affect During Modeling Participation Patterns (모형 구성 참여 양상에서 나타나는 내성적인 초등학생의 인식적 감정 구성)

  • Han, Moonhyun;Kim, Heui-Baik
    • Journal of The Korean Association For Science Education
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    • v.38 no.2
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    • pp.171-186
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    • 2018
  • Recent research has shown that elementary school students can experience epistemic affect -emotions and feelings experienced within epistemic practices, such as the enjoyment of having a wonderful idea or uncomfortable feeling of at a cognitive dissonance- during modeling process. This study explores how an introverted elementary student could participate in the modeling process by constructing an epistemic affect. Based on the theory of constructed emotion, we analyzed one elementary student's constructed epistemic affect using data resources such as emotion diaries, video recordings, and post interviews. We selected one introverted student (a fifth grader), showing peripheral and full participation during modeling. Specifically, we explored which emotions were constructed when she participated in modeling peripherally -and which epistemic affect was constructed when she participated fully- during the construction, evaluation, and revision processes. The research results showed, first, that the introverted elementary student came to participate in the model construction process by constructing the epistemic affect called aha. Second, the results showed that she came to participate in the model revision process by constructing the epistemic affect called feeling that the reasoning was wrong when confronting the rebuttals of the other student. Finally, she came to participate in the model evaluation process by constructing the epistemic affect called dislike of another student's idea. Through our exploration of the constructed epistemic affect of the introverted elementary student, we deduced that it is important to help each student to construct an epistemic affect that facilitates his or her participation in modeling. Also, we discussed that it is important to understand the impact of the emotional load that can occur for each student, depending on the constructed past, present, and future emotions.

Prototyping a Student Model for Educational Games

  • Choi, Young-Mee;Choo, Moon-Won;Chin, Seong-Ah
    • Journal of Information Processing Systems
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    • v.1 no.1 s.1
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    • pp.107-111
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    • 2005
  • When a pedagogical agent system aims to provide students with interactive help, it needs to know what knowledge the student has and what goals the student is currently trying to achieve. That is, it must do both assessment and plan recognition. These modeling tasks involve a high level of uncertainty when students are allowed to follow various lines of reasoning and are not required to show all their reasoning explicitly. In this paper, the student model for interactive edutainment applications is proposed. This model is based on Bayesian Networks to expose constructs and parameters of rules and propositions pertaining to game and problem solving activities. This student model could be utilized as the emotion generation model for student and agent as well.

Antecedents of Student Loyalty Within Universities in North Sumatra Province, Indonesia

  • MULYONO, Hardi
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.491-500
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    • 2020
  • The purpose of this study was to analyze the antecedents of student loyalty which included Servicescape University, relationship quality, university image, and student satisfaction. The research was conducted in three universities with Islamic atmosphere under Al Washliyah Foundation in Medan, North Sumatra Province, Indonesia. Data analysis in this study includes descriptive analysis and Structural Equation Modeling (SEM). The results showed that: (1) Servicescape university influences university image, student satisfaction, but does not influence student loyalty; (2) Servicescape university through university image influences student loyalty, (3) Servicescape university through student satisfaction influences student loyalty, (4) Relationship quality influences university image, satisfaction Students, but does not influence student loyalty, (5) Relationship quality through university image influences student loyalty, (6) Relationship quality through student satisfaction influences student loyalty, (7) University image influences student loyalty, and (8). Student satisfaction influences student royalty. The findings of this study suggest that the antecedent of student loyalty in universities with Islamic atmosphere which was examined in this research includes four factors: Servicescape university, quality relationship, university image, and students' satisfaction.

Development and application of program for mathematically gifted students based on mathematical modeling : focused on Voronoi diagram and Delaunay triangulation (영재교육을 위한 수학적 모델링 프로그램의 개발 및 적용 :보로노이 다이어그램과 들로네 삼각분할을 중심으로)

  • Yu, Hong-Gyu;Yun, Jong-Gug
    • Communications of Mathematical Education
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    • v.31 no.3
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    • pp.257-277
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    • 2017
  • The purpose of this research is divide into two kinds. First, develop the mathematical modeling program for mathematically gifted students focused on Voronoi diagram and Delaunay triangulation, and then gifted teachers can use it in the class. Voronoi diagram and Delaunay triangulation are Spatial partition theory use in engineering and geography field and improve gifted student's mathematical connections, problem solving competency and reasoning ability. Second, after applying the developed program to the class, I analyze gifted student's core competency. Applying the mathematical modeling program, the following findings were given. First, Voronoi diagram and Delaunay triangulation are received attention recently and suitable subject for mathematics gifted education. Second,, in third enrichment course(Student's Centered Mathematical Modeling Activity), gifted students conduct the problem presentation, division of roles, select and collect the information, draw conclusions by discussion. In process of achievement, high level mathematical competency and intellectual capacity are needed so synthetic thinking ability, problem solving, creativity and self-directed learning ability are appeared to gifted students. Third, in third enrichment course(Student's Centered Mathematical Modeling Activity), problem solving, mathematical connections, information processing competency are appeared.

Elementary Student's Reasoning Patterns Represented in Constructing Models of 'Food Web and Food Pyramid' ('먹이 그물과 먹이 피라미드' 모형 구성에서 나타난 초등학생의 추론 유형)

  • Han, Moon-Hyun;Kim, Heui-Baik
    • Journal of Korean Elementary Science Education
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    • v.31 no.1
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    • pp.71-83
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    • 2012
  • The purpose of this study was to explore ecological concepts, epistemological reasoning and reasoning processes through constructing 'food web and food pyramid' in ecology. We conducted classes which involved a 'food web and food pyramid' for $6^{th}$ grade students. Each class is constructed of small groups to do modeling and epistemological reasoning through communication. The researcher had videotaped and recorded each class and have made transcription about classes. We analysed patterns of 'food web and food pyramid models' and reasoning processes according to scientific epistemology using transcription data and student outputs. As a result, students represented phenomenon-based reasoning, relation-based reasoning and model-based reasoning in scientific epistemology from their modeling. Students usually did relation-based reasoning and model-based reasoning in food web which explains ecological phenonenon, while they usually did model-based reasoning in food pyramid which expects ecological phenomenon. Student's reasoning can be limited when they have misconception of scientific knowledge and are limited by fragmentary knowledge. This represents that students has to do relation-based reasoning and model-based reasoning is beneficial in their ecological model. It also suggests that students need to define correct-conception related to ecological modeling(food web, food pyramid).

Effects of Modeling-Based Science Inquiry Instruction on Elementary Students' Learning in the Unit of Seasonal Changes (초등학생들의 계절의 변화 단원의 학습에서 모델링 중심 과학 탐구 수업의 효과)

  • Yoo, Yeon Joon;Oh, Phil Seok
    • Journal of Korean Elementary Science Education
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    • v.35 no.2
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    • pp.265-276
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    • 2016
  • In this study, modeling pedagogies were employed to re-design and teach the unit of Seasonal Changes in the $6^{th}$ grade science curriculum. The effects of the modeling-based program were investigated in both the conceptual and affective domains using an approach of mixing quantitative and qualitative techniques. The result showed that the students in the modeling-based science inquiry classroom gained a higher mean score in a conceptual achievement test than their counterparts in a traditional science classroom. The number of the conceptual resources activated to explain the causes of the seasons, as well as the types of student explanations developed through the combination of the resources activated, were greater in the modeling-based classroom. The modeling-based science inquiry was also effective in improving student attitudes toward science lessons. It was revealed, however, that the students experienced both positive and negative epistemic feelings during the modeling-based science inquiry. Implications of these findings for science education and relevant research were suggested and discussed.