• Title/Summary/Keyword: Class structure

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A Study on the Relationship between Class Similarity and the Performance of Hierarchical Classification Method in a Text Document Classification Problem (텍스트 문서 분류에서 범주간 유사도와 계층적 분류 방법의 성과 관계 연구)

  • Jang, Soojung;Min, Daiki
    • The Journal of Society for e-Business Studies
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    • v.25 no.3
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    • pp.77-93
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    • 2020
  • The literature has reported that hierarchical classification methods generally outperform the flat classification methods for a multi-class document classification problem. Unlike the literature that has constructed a class hierarchy, this paper evaluates the performance of hierarchical and flat classification methods under a situation where the class hierarchy is predefined. We conducted numerical evaluations for two data sets; research papers on climate change adaptation technologies in water sector and 20NewsGroup open data set. The evaluation results show that the hierarchical classification method outperforms the flat classification methods under a certain condition, which differs from the literature. The performance of hierarchical classification method over flat classification method depends on class similarities at levels in the class structure. More importantly, the hierarchical classification method works better when the upper level similarity is less that the lower level similarity.

Reexamination of Behavioral Activation and Inhibition Scale and Motivation for Self-determination in P·E Class (체육수업 상황에서 행동활성화와 억제 척도의 재검증과 자기결정성 동기의 관계)

  • Choi, Hun-Hyuk;Huh, Jin-Young
    • 한국체육학회지인문사회과학편
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    • v.51 no.5
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    • pp.229-241
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    • 2012
  • The purpose of this study was to identify the reexamination effects of behavioral activation·inhibition scale(Choi & Huh, 2010) on self-determination in order to analysis situational structure for P·E class which is perceived by students. To obtain the purpose, 656 high-school students from Gyeonggi-do area answered questionnaire using convenient sampling method. Data which is obtained through self-administration was analyzed using by the frequency analysis, multiple reguression analysis, EFA, and CFA with SPSS 18.0 and AMOS 16. Results were as followed. First, the more students have friend relation, teacher behavior, emotion change, and positive class attitude that are sub-factors of behavioral activation·inhibition, the more they have self-determination. Second, the less students have typical class structure, negative teacher's attitude, punishment, and lack of self-efficacy, the more they have self-determination. Overall results were discussed for practical application in P·E class.

The structure of teacher discourse in the process of solving mathematic problems (수학 문제 해결 과정에서의 교사 담론 구조)

  • Choi, Sang-Ho
    • The Mathematical Education
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    • v.61 no.2
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    • pp.273-286
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    • 2022
  • The purpose of this study is to analyze the teacher's discourse structure in the process of solving mathematics problems based on the communication between teachers and students. To achieve this goal, we observed a semester class by a teacher with experience who practiced a teaching method that creates mathematical meanings based on students' participation in class. In order to solve problems based on the participation of students in each class, the similarities between the processes of creating the structure of the discourse were analyzed. As a result of the analysis, the teacher was able to focus on the goal in the process of starting a discourse, and in the process of developing the discourse, the problem was solved by focusing on understanding the problem. In the process of arranging the discourse, the problem-solving process and the core of the result is summarized. Based on the possibility of generalization of the teacher discourse structure, it will be able to provide practical help in the process of implementing a teaching method that solves mathematics problems by communicating with students in the future.

The Assessment for Mandibular Movement and Adult Facial Skeletal Structure According to Angle's Classcification (앵글씨 분류에 의한 성인 골격구조 및 하악운동량 평가)

  • Kim, Jae-Hyung;Kim, Byung-Gook;Choi, Hong-Ran
    • Journal of Oral Medicine and Pain
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    • v.26 no.2
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    • pp.147-156
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    • 2001
  • The purpose of this study was to identify the difference of vertical movement of mandible according to Angle's molar relationship and by skeletal factors affect to vertical movement of mandible. 172(age ranged from 20 to 30) subjects who go to college within territory of Kwangju city without any experience of temporomandibular disorder, extraction and orthodontic treatment. were selected for this study. The subjects were classified into class I(male:30, female:49), class II(male:18, female:24) and class III(male:18, female:33) according to Angle's molar relationship. The distance was measured between incisal edge of maxillary and mandibular central incisor and between bottom of central fossa of maxillary and mandibular 1st molar with ruler. The arch length and width were measured on the diagnostic cast. Cephalometrics were taken and then traced. Landmarks were identified and analyzed. 1. Maximal interincisal opening of male is larger than that of female in class I, class II and class III. Among each group maximal interincisal distance is the largest in class III. Maximal intermolar distance of male is superior to that of female in class I, class II, and class III, but there is no siginficant difference among them. 2. On maximal opening movement of Angle's classification class I and class II, total mandibular length, mandibular ramal length, madibular inferior border length and upper arch width were important variables and facial length, upper arch length and lower arch length had negative relationship to that. On maximal opening movement of Angle's class III, the upper arch length, the lower arch length and anterior facial length were important variables especially when compared with class I and II, and upper arch width had negative relationship. These results suggest that maximal opening movement is affected by facial morphology in all classes, but each group is affected by different facial skeletal variables. Accordingly, facioskeletal variables might be considered as diagnosis and treatment to improve the amount of mouth opening.

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Flattening Class Hierarchy for Reorganization of Object-Oriented Software (객체지향 소프트웨어의 재구성을 위한 클래스계층 구조의 평탄화)

  • Hwang, Seok-Hyeong;Yang, Hae-Sul;Park, Jeong-Ho
    • The KIPS Transactions:PartD
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    • v.8D no.6
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    • pp.853-860
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    • 2001
  • In the object-oriented software development, redesigning of classes and reorganizing of class hierarchy structures should be necessary to reduce many of the headaches of object-oriented software design and maintenance. To support this task, in this paper, we propose a theoretical foundation for class hierarchy reorganizations that is relatively complete, correct, formal and easy to understand and use. We introduce the flattened class hierarchy that characterizes the class hierarchy structures in object-oriented software evolution. And we also present an algorithm which transforms a given class hierarchy into the normalized form. The flattened class hierarchy helps us map the inheritance and aggregation paths in a class hierarchy to paths in an object hierarchy that is an instance of the class hierarchy. By applying the algorithm into a given class hierarchy, we can make a new, object-preserved, and flattened class hierarchy that is the cornerstone for reorganization of class hierarchy structure and plays an important role as a bridge on the incremental evolutionary changes and reuse of object-oriented software to reorganize class hierarchies.

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Comparison of Gesture Characteristics of Career Teachers and Novice Teachers in Elementary Science Class - Focused on the 5th Grade Unit of the Function and Structure of Our Body - (초등과학 수업에서 경력교사와 초보교사의 제스처 특징 비교 - 우리 몸의 구조와 기능 단원을 중심으로 -)

  • Jeong, Jun Yong;Shin, Dong Hoon
    • Journal of Korean Elementary Science Education
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    • v.37 no.3
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    • pp.296-308
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    • 2018
  • The purpose of this study is to analyze the characteristics and differences of gesture between career teachers and novice teachers in elementary science class. In order to analyze the gesture of elementary science teachers, gesture analysis framework was developed. The teachers who participated in the experiment were 2 beginner teachers and 2 career teachers. We analyzed 'bones and muscles', 'digestion', 'breathing', and 'excretion' of 'body' section in the second semester of 5th grade. The video recording of the class scene with the camcorder was recorded and analyzed by Observer XT. The results of this study are summarized as follows. First, the career teacher lessens unnecessary gestures than the novice teacher. During the class, the career teachers lessened the gestures not related to the context of the class. These differences were more prominent in the activities of the group with many unexpected situations than those of the teachers who prepared the class contents. Second, career teachers have more communication control act than novice teachers. Career teachers have often made adjustments to induce learner presentations or control unnecessary utterances. Third, career teachers efficiently interacted with learners using gestures that can enhance communication.

Conceptual Clothing Design Process Using Cooperative Learning Strategies: Senior Clothing Design Class

  • Sohn, MyungHee;Kim, Dong-Eun
    • Fashion, Industry and Education
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    • v.14 no.1
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    • pp.59-68
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    • 2016
  • This paper identified the source of inspiration to cooperatively design a fashion collection from US undergraduate clothing design students and addressed how to implement team-based learning strategy to conceptual clothing design in class. Data was collected from the total of 51 students in a senior clothing design course at a large 4-year university in the US. The assigned project for this class was to develop a group collection under a same theme. Each student worked with his/her team member(s) to create an outfit and the entire class worked as a group to create a cohesive collection. The study showed that the sources of inspiration for the themes/concepts came from 11categories: historic era/old Hollywood glamour, shape/line/structure/architectural, fairy tales movies, nature/abstract, circus/mysterious, occasion/place, object, designer/artist, futuristic, culture, and various movies. To implement cooperative learning strategies in the clothing design class, a total of five class presentation/discussion sessions were held for theme/concept decision, fabric decision, design decision, test garment evaluation and design modification, and final products. Throughout the design process, team-based learning strategy promoted students' engagement and participation and inspired their critical thinking skills for making decisions within a team.