• Journal of The Korean Association For Science Education
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• v.36 no.2
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• pp.317-324
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• 2016

This study aims to investigate the motivation for science learning of 3rd year high school students who choose different majors from their track. A total of 2,012 high school 3rd year students participated in this study. We used Science Motivation Questionnaire II (Glynn et al., 2011) to measure the students' science motivation and performed Rasch analysis, MANOVA and logistic regression analysis. First, results showed that 11.5% of students in the science track switched their pathway to a non-STEM major and 14.3% of students in the humanities track switched to a STEM major. In addition, there were gender differences in switching majors. Second, we found a significant difference in science motivation between two groups of students switching their major only in career motivation. Third, science motivation was the significant predictor of STEM major choice; in particular, career motivation was the most influential variable. Based on these results, we proposed that prediction of and paying close attention to students' career motivation are required before making decisions on which track to take.

• Journal of Internet Computing and Services
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• v.19 no.5
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• pp.67-75
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• 2018

According to Symantec's Internet Security Threat Report(2018), Internet security threats such as Cryptojackings, Ransomwares, and Mobile malwares are rapidly increasing and diversifying. It means that detection of malwares requires not only the detection accuracy but also versatility. In the past, malware detection technology focused on qualitative performance due to the problems such as encryption and obfuscation. However, nowadays, considering the diversity of malware, versatility is required in detecting various malwares. Additionally the optimization is required in terms of computing power for detecting malware. In this paper, we present Stream Order(SO)-CNN and Incremental Coordinate(IC)-CNN, which are malware detection schemes using CNN(Convolutional Neural Network) that effectively detect intelligent and diversified malwares. The proposed methods visualize each malware binary file onto a fixed sized image. The visualized malware binaries are learned through GoogLeNet to form a deep learning model. Our model detects and classifies malwares. The proposed method reveals better performance than the conventional method.

• International Journal of Computer Science & Network Security
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• v.22 no.11
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• pp.248-254
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• 2022

Educational innovations are first created, improved or applied educational, didactic, educative, and managerial systems and their components that significantly improve the results of educational activities. The development of pedagogical technology in the global educational space is conventionally divided into three stages. The role of innovative technologies in Higher School practice is substantiated. Factors of effectiveness of the educational process are highlighted. Technology is defined as a phenomenon and its importance is emphasized, it is indicated that it is a component of human history, a form of expression of intelligence focused on solving important problems of being, a synthesis of the mind and human abilities. The most frequently used technologies in practice are classified. Among the priority educational innovations in higher education institutions, the following are highlighted. Introduction of modular training and a rating system for knowledge control (credit-modular system) into the educational process; distance learning system; computerization of libraries using electronic catalog programs and the creation of a fund of electronic educational and methodological materials; electronic system for managing the activities of an educational institution and the educational process. In the educational process, various innovative pedagogical methods are successfully used, the basis of which is interactivity and maximum proximity to the real professional activity of the future specialist. There are simulation technologies (game and discussion forms of organization); technology "case method" (maximum proximity to reality); video training methodology (maximum proximity to reality); computer modeling; interactive technologies; technologies of collective and group training; situational modeling technologies; technologies for working out discussion issues; project technology; Information Technologies; technologies of differentiated training; text-centric training technology and others.

• Journal of Industrial Convergence
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• v.21 no.3
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• pp.195-202
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• 2023

This study analyzes the results of a survey based on classes conducted in the field to understand the educational needs of learners, and reflects the elements necessary for SW education. In this study, various experimental elements according to learning motivation and learning achievement were constructed and designed through previous studies. As a survey applied to this study, experimental elements in three categories: Faculty Competences(FC), Learner Competences(LC), and Educational Conditions(EC) were analyzed by primary area and secondary major, respectively. As a result of analyzing CT-based SW education by area, the development of educational materials, understanding of lectures, and teaching methods showed high satisfaction, while communication with students, difficulty of lectures, and the number of students were relatively low. The results of the analysis by major were found to be more difficult and less interesting in the humanities than in the engineering field. In this study, Based on these statistical results proposes the need for non-major SW education to improve into an interesting curriculum for effective liberal arts education in the future in terms of enhancing learners' problem-solving skills.

• Journal of The Korean Association For Science Education
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• v.29 no.4
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• pp.463-476
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• 2009

The purpose of this research was to find out if the analogical role-playing class activity had an effect on the students' academic achievements on cellular respirations as well as their science learning motivation for those who took part in the cellular respiration. To examine the effects of applying the activity, the research was conducted targeting a high school with humanities and social sciences courses, located in Busan. The target was specified as two classes that had selected a Biology II class, with one class (27 students) set as the test group and the other class (28 students) set as the control group. The conclusion drawn from this research was as follows: First, it seemed that the analogical role-playing activity helped the students to take their own parts in cellular respiration and gave them an opportunity to explain the concepts through direct physical activities, enhancing their academic achievements. Second, it was concluded that as the students found confidence and relevance in scientific knowledge as well as obtained a sense of accomplishment, the analogical role-playing class activity increased their level of satisfaction and their science learning motives. Third, as a result of the interviews on the change of the concept, students expressed some dissatisfaction over the new concept, and thought of the analogical role-playing activity as an intelligible alternative. It appeared that the alternative was plausible and fruitful.

• Informatization Policy
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• v.31 no.2
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• pp.3-38
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• 2024

Hallucination is a significant barrier to the utilization of large-scale language models or multimodal models. In this study, we collected 654 computer science papers with "hallucination" in the abstract from arXiv from December 2022 to January 2024 following the advent of Chat GPT and conducted frequency analysis, knowledge network analysis, and literature review to explore the latest trends in hallucination research. The results showed that research in the fields of "Computation and Language," "Artificial Intelligence," "Computer Vision and Pattern Recognition," and "Machine Learning" were active. We then analyzed the research trends in the four major fields by focusing on the main authors and dividing them into data, hallucination detection, and hallucination mitigation. The main research trends included hallucination mitigation through supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF), inference enhancement via "chain of thought" (CoT), and growing interest in hallucination mitigation within the domain of multimodal AI. This study provides insights into the latest developments in hallucination research through a technology-oriented literature review. This study is expected to help subsequent research in both engineering and humanities and social sciences fields by understanding the latest trends in hallucination research.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.24 no.4
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• pp.181-195
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• 2013

This study investigates on emergent process of the library in Republic of Indonesia through historical review. Under the Dutch and Japanese colonial control for around 350 years, library played a role as information control center. After independence of Republic of Indonesia, library was built as a result of government literacy project, but it has not been settled down as a public information center. Therefore, as an alternative activity, community libraries have been constructed to give a books and programs with its local community users in a private sectors. This situation represents that it is urgent to discuss with all society sectors to improve library role as a lifelong learning center and give a way to have a cultural sprit the citizens. The study suggests several policy agendas to improve library's public role in Indonesia society.

• Journal of Digital Convergence
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• v.15 no.6
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• pp.197-206
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• 2017

The purpose of this study is to verify the effect of positive psychology-based literacy therapy program on elementary school students' happiness by constructing a literature therapy program based on positive psychology. In order to evaluate the effectiveness of the program, the experiment group and the control group were subjected to the pre - test. The same test as that carried out in the test was conducted. The pre - and post - scores of experimental group and control group were compared and analyzed by independent sample t-test. The results of this study were as follows. First, literature therapy programs based on positive psychology were found to be effective in improving elementary school students' happiness (t = 10.175, p <.001). Second, the effects of positive psychology - based literacy therapy programs on self - esteem, optimism, friendship, and family environment were found to affect all four factors (t = 5.720, p <.001). Therefore, the children tend to equate themselves with the person in the book, so that the short and concise sentence of the poem can convey emotion and emotion to the child.

• The Journal of the Korea Contents Association
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• v.12 no.5
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• pp.125-133
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• 2012

The focus of the study is to propose a long-term teaching and learning direction of one-person creative enterprise by college students in the field of the industry of Applied Music Contents. Critical review on literature and theories related to the recent trends of Applied Music industry and entrepreneurship education was conducted. The study introduced a macro level of four educational principles of Applied Music studies at a college such as: integrating Applied Music education with a viewpoint of humanities, fostering creative entrepreneur spirits of students in the field of Applied Music, applying new social media and technologies into teaching knowledge and skills of Applied Music, and finally developing students' authentic music expertise under cognitive apprenticeship(by a relationship of mentor-mentee) of Applied Music.

• Journal of Gifted/Talented Education
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• v.24 no.2
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• pp.243-269
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• 2014

The purpose of this study was to offer suggestions for students, teachers, and parents, respectively, to develop effective gifted education programs in Korea by examining the programs from Vanderbilt Programs for Talented Youth (PTY) at Tennessee in the USA. The method is based on the analyses of PTY web pages, recent materials on programs from PTY, interviews with the executive director of PTY, participation in the endorsement program, and observation in SAVY(Saturday Academy at Vanderbilt for the Young) program. In order to improve gifted education programs in Korea, the results indicate as follows: in respect to students, early identification and education, interdisciplinary humanities curriculums, integrated curriculum models, and information of individual learning plans are essential; in regards to teachers, tailored gifted teacher programs and gifted endorsement programs are necessary; in consideration of parents, programs for supporting parents' groups with professional gifted educators are indispensible.