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A Feasibility Study on Adopting Individual Information Cognitive Processing as Criteria of Categorization on Apple iTunes Store

  • Zhang, Chao;Wan, Lili
    • The Journal of Information Systems
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    • v.27 no.2
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    • pp.1-28
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    • 2018
  • Purpose More than 7.6 million mobile apps could be approved on both Apple iTunes Store and Google Play. For managing those existed Apps, Apple Inc. established twenty-four primary categories, as well as Google Play had thirty-three primary categories. However, all of their categorizations have appeared more and more problems in managing and classifying numerous apps, such as app miscategorized, cross-attribution problems, lack of categorization keywords index, etc. The purpose of this study focused on introducing individual information cognitive processing as the classification criteria to update the current categorization on Apple iTunes Store. Meanwhile, we tried to observe the effectiveness of the new criteria from a classification process on Apple iTunes Store. Design/Methodology/Approach A research approach with four research stages were performed and a series of mixed methods was developed to identify the feasibility of adopting individual information cognitive processing as categorization criteria. By using machine-learning techniques with Term Frequency-Inverse Document Frequency and Singular Value Decomposition, keyword lists were extracted. By using the prior research results related to car app's categorization, we developed individual information cognitive processing. Further keywords extracting process from the extracted keyword lists was performed. Findings By TF-IDF and SVD, keyword lists from more than five thousand apps were extracted. Furthermore, we developed individual information cognitive processing that included a categorization teaching process and learning process. Three top three keywords for each category were extracted. By comparing the extracted results with prior studies, the inter-rater reliability for two different methods shows significant reliable, which proved the individual information cognitive processing to be reliable as criteria of categorization on Apple iTunes Store. The updating suggestions for Apple iTunes Store were discussed in this paper and the results of this paper may be useful for app store hosts to improve the current categorizations on app stores as well as increasing the efficiency of app discovering and locating process for both app developers and users.

Musculoskeletal Pain Associated With Pregnancy During the Course of Antenatal and Postpartum (출산 전후 산모의 근골격계 통증에 관한 연구)

  • Hwang, Jeok-Won;Kim, Yong-Seon
    • Journal of Korean Physical Therapy Science
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    • v.13 no.3
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    • pp.41-54
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    • 2006
  • The purpose of this study was to analyze various forms of musculoskeletal pain during different stages such as antenatal, pregnancy, delivery, and postpartum. The data for this study were collected through a self-administered survey with a structured questionnaire to 113 subjects. The survey was administered from May, 2003 to March, 2004 with subjects selected from postpartum centers in 3 different areas: Kangnam, Kangbook, and Bucheon. Analytical tools used for this study were frequency analysis, crosstabulation, percentage analysis, independent t-test, chi-square, and multiple response analysis. The findings of this study were as follows: 1. Comparison study of musculoskeletal pain according to variables including a pregnant woman's age, delivery techniques, different types of delivery such as primiparity, multiparity, dystocia, easy delivery, shows that these relationships are statistically not significant (p>0.05). 2. A total of 61.9% gave positive responses for the question about the relationship between musculoskeletal pain during postpartum and that in preparation of labor, but shows that this relationship was statistically not significant (p>0.05). 3. Relationships between forms of musculoskeletal pain in different phases are significant (p<0.05). The compared phases are: premarriage and pre-pregnancy, premarriage and antenatal, premarriage and postpartum, premarriage and lactiferous phase, pre-pregnancy and antenatal, pre-pregnancy and postpartum, and pre-pregnancy and lactiferous phase. However, results for the comparison between antenatal and postpartum, antenatal and lactiferous phase, and postpartum and lactiferous phase show that these relationships are statistically not significant (p>0.05). According to this study, musculoskeletal pain which occurred during antenatal is significantly related to the pain occurring during postpartum. Results produced from this study might be used as a helpful tool for developing educational programs aiming at teaching self pain-detection performable at home or at the workplace and body maintenance during the course of antenatal and postpartum.

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Effects of One-to-Many Tutoring Mathematics Cooperative Learning on the Cognitive and Affective Domains of High School Students (일대다 튜토링 수학 협동학습이 고등학생의 인지적·정의적 영역에 미치는 영향)

  • Yoo, Ki Jong
    • Communications of Mathematical Education
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    • v.34 no.2
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    • pp.161-177
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    • 2020
  • This study constructed an experiment group and a comparative group, composed of high school students preparing for "Na" type math exam and provided one-to-many tutoring cooperative learning. This study tested the differences between group and between pre- and post-treatment scores by group using non-parametric statistics techniques. Moreover, this study conducted an open-type survey twice and had individual interviews to examine the affective domains of students. The difference in scores between the experimental group and the comparative group was not significant. However, the difference between pre- and post-treatment math scores was only significant in the experiment group among the three groups. Additionally, the student-teacher could reflect on him or her and improve self-efficacy while teaching other ordinary students. The ordinary students were more interested and motivated in the lessons and became more confident. In terms of mathematics competency, we could see that communication, problem-solving, reasoning, and attitude & practice were improved.

Evaluation of Appropriateness of Blood Order Based on Crossmatching to Transfusion Ratio in Elective Surgery (선택적 수술에서 교차시험/수혈비를 활용한 혈액요청의 적정성 평가에 관한 연구)

  • Chang, Young Do;Kim, Jae Soo;Kim, Min Jung;Rho, Tae Jun;Lee, Sang Il
    • Korean Journal of Clinical Laboratory Science
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    • v.36 no.2
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    • pp.158-162
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    • 2004
  • The over-preparation of blood for elective surgery causes some problems such as returning of blood, inefficient task and loss of reagents. In recent blood transfusion practice, there has been changing patterns of blood use in elective surgery as various side effects of transfusion have become known and operation techniques are developed. This study was performed to evaluate the optimal utilization of blood for various elective and/or emergency surgery. We surveyed the quantity of blood transmitted to wards, returned to blood bank, and the number of crossmatching test done for the elective surgery of the patients at the D. University Hospital, the tertiary teaching hospital from August 1, 2001 to October 31, 2001. Crossmatched to transfusion ratio (C/T ratio) was calculated, in which C means the unit of accomplished crossmatching test and T means the unit of transfused blood component. The unit of transfused blood was analysed in terms of issuing time, sex, age, clinical department, and blood component type. The usage of bloods for the emergency surgery was also analyzed. In our study, C/T ratio was highest on Monday (1.54) and Tuesday (1.53), and higher in female patients(1.54) than in male patients (1.32). No significant relationship was observed between age groups. Among clinical departments, thoracic and cardiovascular surgery showed the highest C/T ratio (1.54). From above results, we could be sure that the management of transfusion practice was relatively appropriate in recent years, although the entire introduction of type and screen (T&S) method was desirable. If the T&S method is performed, the C/T ratio would be almost 1.00 and it would also relieve the duty of blood bank.

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A Study on e-Learning environment and contents in higher education (고등교육에서의 이러닝 환경 및 콘텐츠 현황에 관한 연구)

  • Kim, Sangwoo;Lee, Myungsuk
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.14 no.3
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    • pp.103-113
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    • 2018
  • The purpose of this study supports the establishment of national e-learning policy by analyzing e-learning status and current status of higher education. Enhance the competitiveness of higher education through sharing information between universities. And to improve e-learning quality management. We surveyed the current status of e-learning in 341 universities and questionnaires about e-learning content, e-learning application form, e-learning platform status was surveyed through each school's learning management system. As a result, the infrastructure of e-learning, the rate of platforms secured, and the contents are increasing gradually each year; however, still, not all students can receive the services equally. Dedicated servers and learning management systems were secured by more than 70% of general universities. In the current development status of e-learning content, multimedia, animation, and text forms are gradually decreasing, but video contents are increasing every year. Most of the online contents were used in the e-learning contents by application type, and blended learning, flipped learning, and mooc is not yet actively used since they are still in the beginning stage. Learning analysis techniques should be supported in order to easily use online learning contents such as flipped learning and mooc. We suggest that the effectiveness of e-learning should be measured and the current state of learning analysis for customized learning should be done. This study aims to contribute to the improvement of competitiveness of higher education by sharing information about e-learning among universities as a basis for improvement of e-learning policy. Future tasks are to improve the customized learning environment by adding whether the system environment for learning analysis is provided at the time of the survey.

THE POSSIBILITIES AND DIFFICULTIES ON R&E ACTIVITY FOR IMPROVING THE PROFESSION SKILLS OF SCIENCE GIFTED TEACHER

  • Park, Sang-Woo;Kim, So-Ah;Park, In-Ho
    • Journal of Gifted/Talented Education
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    • v.14 no.4
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    • pp.1-13
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    • 2004
  • Although over - 600 students in Incheon has been participated in the gifted education programs under the colleges and Office of Education Department every year, it is reported that the number of teachers have insufficient teaching abilities in primary, advanced, and after-advanced gifted classes. The Gifted Education Research Institute in Incheon University introduced R&E activities for the improvement of teachers' abilities in science research and student guiding. Professors in science department conducted the R & E activities to select the research thesis. The professors and the guidance teachers decided the directions of the research, and the guidance teachers who learned from the professors taught 3-5 students to practice the research. Five professor-teacher-student research teams in math, physics, chemistry and biology conducted the research after school and during the vacation for 7 months. The results of the research were submitted to the journals of research activities and the result papers were presented to the seminar. On this research, the possibilities and the difficulties of the R&E activities based of the journals of research activities, oral presentation and the research results reports were analyzed with a purpose of improving the professionalism of the science gifted teachers. Although the professors proposed many difficulties or problems about the R&E activities, the teachers reported that the R & E activities he1ped them to improve their research activities and student guiding techniques. The teachers acquired more knowledge on the principles of the science related areas than before. Moreover, they thought it was very meaningful experience in using the science related instruments, guiding the students' research and writing the research reports. The students also gave the positive responses with the increased interests in new science studies and with the experience of learning the way of research.

Educational Drama Skills to Improve the Expressive Ability of Korean Language (한국어 표현능력 향상을 위한 교육연극 기법)

  • Park, Hee-Jeong
    • The Journal of the Korea Contents Association
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    • v.15 no.11
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    • pp.672-679
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    • 2015
  • The early stage of Korean language education was to understand grammar. However, recent Korean language education aims to improve expressive ability for smooth communication. Hence, educational drama for education has gained attention as one of the effective ways of improving communication skills. Educational drama provides an actual conversational situation in which one can use appropriate words and grammar depending on the situation. Non-verbal expression such as body language and facial expression could be picked up so one also improves one's communicative abilities naturally. This means that educational drama shares Korean language education's goal of improving communicative ability. Moreover, the student becomes the core of the activity and finds solutions through cooperation with others, and this also helps improve social skills and self-esteem. This thesis covers methods of having interviews, re-writing texts to scripts, writing up post-script by imagining the following text, role-playing, and improving expressive ability by debating educational theatrical techniques. To make these activities successful, good quality VOD and learning materials shall be developed and used. Also, efficient training programs shall be created so that teachers make use of what they learn and improve their teaching skills.

The Present Conditions and Future Development of Traditional Chinese Medicine Pediatrics (중의아과학현장여전망(中醫兒科學現狀與展望))

  • Wang Shouchuan
    • The Journal of Pediatrics of Korean Medicine
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    • v.15 no.1
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    • pp.229-234
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    • 2001
  • This article summarizes the present developing conditions and achievements in pediatrics of traditional Chinese medicine (TCM) at basic medicine, clinical medicine and preventive medicine in recent fifty years. The author thinks that the strategy goal of the development of TCM pediatrics is modernization. In the future certain years, culturing persons of ability in all kinds of administrative levels and using modern science and techniques are very necessary. In the aspect of the background of TCM pediatrics, childrens physiology and pathology characteristic, pharmacodynamics, making the four diagnostic methods objective, combining macro differentiation with micro differentiation, reforming the preparation form should be intensively researched. In the aspect of clinic, in order to improve curative effect, accumulate materials, we should go deep into the research on virus diseases, immunity diseases, nutritional diseases and neonatal diseases by taking advantage of the superiority of TCM.

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Analysis of the Illustrations in the Textbook of English I in the High School (고등학교 영어 I 교과서 삽화 분석)

  • Kim, Ha-Kyung;Park, Chi-Hong
    • The Journal of the Korea Contents Association
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    • v.14 no.9
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    • pp.622-633
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    • 2014
  • This study delineates the process of analyzing the illustrations in high school English I textbook. The goal of this study is to shed light on the issues related to producing better English textbooks. The methods include analysis of the illustrations in the textbook developed under the 2009 Revised National Curriculum and surveys of teachers and students' awareness about them. This study classified common features in the illustrations to devise four analysis criteria: cultural aspects, expression styles, expression techniques, and linguistic functions of the illustrations. The questionnaire was made for both teachers and students. The questions in the survey of teachers were about the relevance to the contents, the layout and formation, learners' interest, cognitive aspects, easiness of teaching and learning, and connectivity with language functions. In the survey of students, familiarity, interest level, learnability, favored expression technique and expression material were considered. The result of the surveys showed that the teachability and learnability are key factors in developing illustrations for English textbooks, and they should look familiar to the students.

Modeling of e-Learning Quality Assurance using CLD (인과지도를 이용한 e-Learning 품질관리 모델링)

  • Lee, Jun-Hee;Yoo, Kwan-Hee
    • Journal of The Korean Association of Information Education
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    • v.14 no.3
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    • pp.427-435
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    • 2010
  • As the e-Learning plays an increasingly larger important part in education and has been increased as an alternative to offline education, academic organizations are moving ahead to set guidelines for quality assurance in e-Learning. And various quality assurance techniques in e-Learning have been developed because the e-Learning does not always match well traditional models of teaching and learning, much care needs to be taken in the design, creation and implementation of service. But the present quality assurances in e-Learning which are focused in learning objects have much problems because they use partial and static management. In this thesis we suggested dynamic quality assurance using CLD(Causal Loop Diagram) in e-Learning. The suggested method has more efficiency than existing methods and it can provide important strategies with regard to administrative issues in e-Learning.

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