• Title/Summary/Keyword: science engineering college students

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Evaluating AI Techniques for Blind Students Using Voice-Activated Personal Assistants

  • Almurayziq, Tariq S;Alshammari, Gharbi Khamis;Alshammari, Abdullah;Alsaffar, Mohammad;Aljaloud, Saud
    • International Journal of Computer Science & Network Security
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    • v.22 no.1
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    • pp.61-68
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    • 2022
  • The present study was based on developing an AI based model to facilitate the academic registration needs of blind students. The model was developed to enable blind students to submit academic service requests and tasks with ease. The findings from previous studies formed the basis of the study where functionality gaps from the literary research identified by blind students were utilized when the system was devised. Primary simulation data were composed based on several thousand cases. As such, the current study develops a model based on archival insight. Given that the model is theoretical, it was partially applied to help determine how efficient the associated AI tools are and determine how effective they are in real-world settings by incorporating them into the portal that institutions currently use. In this paper, we argue that voice-activated personal assistant (VAPA), text mining, bag of words, and case-based reasoning (CBR) perform better together, compared with other classifiers for analyzing and classifying the text in academic request submission through the VAPA.

Analysis of Successful Adaptation Factors of Computer Science Freshmen Students (컴퓨터 전공 신입생의 성공적 적응 요인 분석)

  • Park, Uchang
    • Journal of Engineering Education Research
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    • v.17 no.4
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    • pp.95-101
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    • 2014
  • As other major, students have difficulties to be successfully adapted to computer science major without some interest and skill to computer programming. In this paper, we try to find successful factors for computer science major freshmen students to computer programming. The factors we focused are programming experience before college entrance, taking liberal arts/natural science courses at high school, application motivations to computer major, existence of mentors, satisfaction to his/her computer department, student's holland job aptitude code. After analysis, taking liberal arts/natural science courses at high school, satisfaction to computer department, some holland job aptitude code are significant to their successful adaptation to computer major. Also, we found the holland job apptitude code is closely related to student's satisfaction to their major for engineering students including computer science students. Our analysis results will be a suggestion for designing computer science education program with students who enters college without some aptitude or preparation to his major.

An Understanding of Professors' Performance of Teaching in College of Science and Engineering: A Case Study Using the CHAT (이공 계열 교수의 강의 실행에 대한 이해: 문화역사적 활동이론(CHAT)을 활용한 사례연구)

  • Song, Nayoon;Noh, Taehee;Han, JaeYoung
    • Journal of Engineering Education Research
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    • v.22 no.1
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    • pp.3-15
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    • 2019
  • In this study, we analyzed professors' performance of teaching in college of science and engineering from the perspective of the CHAT. Two professors volunteered to participate in this study. Their syllabi were collected before the lectures, and their lectures were observed and videotaped. Semi-structured interviews were conducted before and after their lectures. The CHAT components were classified into 'subjects', 'objects', 'rules', 'communities', 'division of labor', and 'tools'. We extracted the content of six CHAT components from the data and constructed the analysis framework based on the extracted contents. The analyses of the results revealed that both professors had difficulties due to the contradictions among the components of subject, object, rules, and community in the activity system. Both professors used various strategies to relieve the contradiction related to students' ability, such as inviting students to participate in their lecture. However the extent of providing opportunities to students to participate was different between two professors. Meanwhile, both professors preferred to continue their own strategies, because they observed positive changes in students' learning. In other words, the success experiences of two professors influenced their performances of teaching. We discussed some suggestions to improve the quality of the lecture in the college of science and engineering.

Analysis of the Learning Experience of College Students According to the 2015 Revised National Curriculum (문이과 통합형 개정 교육과정에 따른 이공계열 신입생의 고교 수학 및 과학 교과목 학습경험 분석: S 대학교를 중심으로)

  • Sinn, Dongjoo;Kim, Jinho
    • Journal of Engineering Education Research
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    • v.25 no.1
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    • pp.3-11
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    • 2022
  • The purpose of this study is to empirically analyze the learning experiences of high school mathematics and science subjects of new students in science and engineering, and to provide basic data and respond to strengthen basic knowledge of science and engineering students in the future. The subjects of the survey were 481 freshmen in science and engineering at S University. First, as a result of analyzing the learning experiences of freshmen, the geometric subjects were significantly lower, which is the result of students' sensitive responses to transitional changes in the curriculum and SAT system after revision. In science, general elective subjects were higher than career elective subjects, and there was a deviation between science subjects, which is a result of reflecting the diversity and hierarchy of science subjects. Next, as a result of analyzing the difference in learning experience after revision compared to before the revision of the curriculum, the learning experience of Mathematics II increased significantly and the geometry decreased significantly. Both Chemistry I and II increased significantly compared to before the revision, and Earth Science I decreased significantly. This can be seen as a result of strategic choices based on obtaining grades in the CSAT and disadvantages in college entrance exams. As a result of the study, students' sensitive reactions to changes in the high school education environment were confirmed, basic mathematics and science-related courses were opened to alleviate variations in the academic ability due to elective courses, and countermeasures tailored to each university's situation.

Analytical Results of Panel Survey on the Career Decision Level and Career Preparation Behavior of College Students Majoring in Science and Engineering (이공계 대학생의 진로결정수준 및 진로준비행동 분석)

  • Lee, Soo-Young;Lee, Young-Min
    • Journal of Engineering Education Research
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    • v.12 no.3
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    • pp.73-78
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    • 2009
  • The purpose of the study was to analyze the career decision level and career preparation behavior of 2-3 and 4 year college students majoring in science and engineering. We used the raw data of KEEP(Korean Education & Employment Panel) survey. In the results, we found that the career decision level of the subjects had no relationship with gender, high school type, university level, and study fields. On the other hand, in terms of the career preparation behavior, male students had more concrete perception regarding future jobs and tasks in labor market than female counterparts. In addition, 4 year college students were more positive and directed to pursue the career search planning and activities than 2 or 3 year college students. Finally, the students who had high career decision level could identify future job-related tasks, direction, rewards, and skill matches. We suggested that early career education and counselling should be provided for freshman or sophomore level students majoring in science and engineering at colleges and universities.

A Study on the Academic Achievements of Engineering College Students Educated by the $7^{th}$ National Education Process (제7차 교육과정을 이수한 공과대학 신입생의 학업성취도 연구)

  • Noh, Tae-Wan
    • Journal of Engineering Education Research
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    • v.14 no.5
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    • pp.10-13
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    • 2011
  • The 7th National Education Process, implemented in 2004, features student-oriented, selective educational programs with a wide range of optional subjects. In 2005, reflecting this revised National Education Process, the College Scholastic Ability Test began allowing individual students to choose the subjects for examination they would like to take. As a result, the deviations of the college freshmen's academic achievements in some subjects have noticeably widened. This study shows academic abilities of the students on some subjects by comparing the results of 2008 College Scholastic Ability Test with that of the Basic Academic Ability Evaluation Test for freshmen in engineering college of Hongik university. Lastly, this paper presents some improvement plans in order to better accommodate students with academic achievement levels lower than what is expected by the university.

Examination of Students' Perceptions of the Selection of Science Subjects in High School Credit System and Their Reasons for Selection

  • Dong-Seon Shin;Jong Keun Park
    • International Journal of Advanced Culture Technology
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    • v.11 no.4
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    • pp.263-272
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    • 2023
  • We investigated and analyzed students' perceptions of their choice of science subjects in the high school credit system and the reasons for their choice. To achieve this, the selection of science subjects was investigated for the second year of S high school over the past three years. Students selected an average of 1.54 science subjects, and it was found that the rate of selection of science subjects was gradually increasing by year. Students chose high in the order of life science I, earth science I, chemistry I, physics I, etc. in the science subject group. Students who wish to enter the natural and engineering fields chose life science I, chemistry I, physics I, etc., while, students who wish to enter the humanities society chose society and culture, life science I, ethics and thought, etc. On the other hand, the reason for choosing science subjects was 'related to college admission', followed by 'aptitude and interest', 'career and real life help', etc. physics I, chemistry I, etc., were high in the subjects selected according to the 'related to college admission'. The subjects selected according to 'aptitude and interest' were high in life science I, earth science I, etc. Physics I, chemistry I, etc. are recognized as subjects necessary for college entrance, and life science I, earth science I, etc., are found to be related to their interests and aptitudes.

Analysis of Academic Achievement of Transferred Medical Students in Yonsei University College of Medicine (연세대학교 의과대학 편입학 학생들의 GPA 분석)

  • Lee, Seunghee;Yang, Eunbae;Jean, Woo-Tack
    • Korean Medical Education Review
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    • v.9 no.2
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    • pp.41-48
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    • 2007
  • Yonsei University College of Medicine is about to adopt a new admission system in 2009 for postgraduate medical school. in which 4-year college graduates apply to it, instead of applying of high school graduates to undergraduate medical school. For preparing the new system, now, an admission policy is being intensively investigated. In the present admission system in Yonsei College of Medicine, college or university graduates with diverse majors such as pharmacy, biochemistry, engineering, social science and so on other than a medical major can be transferred into the undergraduate medical course when vacancy for enrollment is available. This study was performed to analyze the academic achievement of the transferred students for establishing a new admission system. In this study, the GPAs of 94 medical students transferred for 1998 to 2006 years were analyzed regarding academic and personal background, and compared with those of untrans- ferred medical students. The results showed some features. Particularly, the GPAs of transferred students with t he majors of art and social sciences were not lower than those with the major of natural sciences while transferred students with majors of pharmacy. veterinary science, nursing science, and biotechnology had their high academic achievements during the undergraduate medical courses.

A Study on Interpersonal Relations on Clinical Practice of Physical Therapist Students (물리치료학과 학생들의 임상실습 중 대인관계에 대한 연구)

  • Kim, Ji-Sun;Jang, Eun-Mi;Jun, Hae-Jin;Choi, Young-Eun;Ahn, Duck-Hyun;Kim, Yong-Kwon
    • Journal of Korean Physical Therapy Science
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    • v.10 no.2
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    • pp.173-183
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    • 2003
  • The purpose of this study was to provide information for making positive interpersonal relations by understanding the degree of difficulties of interpersonal relations that physical therapist students may have on clinical practice. The survey results of 175 students who completed clinical practice for the first term of 2003. The survey was conducted through mail or e-mail between July 20 and August 20, 2003. The data were analyzed frequency, percentage, t-test, and one-way ANOVA using the SPSS/PC Ver. 10.0 (${\alpha}=0.05$). The results were as follows; 1. The mean score for the level of points interpersonal relations was 41.06 points in full 80 points. Therefore most students had a little problem on interpersonal relations. 2. More difficulties of interpersonal relations were felt by students in the following order; clinical instructors, patients, other students, and other department staffs in the hospital. 3. Between students and clinical physical therapist in the hospital, most students were satisfied with a instructor's attitude toward there (61.1%). 4. Between students and other department staffs in the hospital, most students were felt convenient when faced with other staffs(61.8%). 5. Between students and patients in the hospital, most students didn't uncomfortable when they made a rapport(69.2%). 6. Between students and other college students, most students were didn't inconvenient when they were practicing together(69.8%). 7. The students with higher marks in major felt more difficulties for forming personal relations with other department staffs in hospital, patient, and other students(p<0.05). 8. The students showed more felt inconveniences over 8 weeks practicing than below 7 weeks itperiods of clinical practice(p<0.05). 9. The number of practice place were significantly difference according to relation of patients, other college students(p<0.05). More less practice place were made difficult of interpersonal relations. The further studies would be made in viewpoints to clinical instructors, patients, students, others department staffs in the hospital so that we could compare our results with theirs.

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Development of the ENACT Model for Cultivating Social Responsibility of College Students in STEM Fields (이공계 대학생의 사회적 책임감 함양을 위한 ENACT 모형의 개발과 교육적 함의)

  • Lee, Hyunju;Choi, Yuhyun;Nam, Chang-Hoon;Ok, Seung-Yong;Shim, Sungok Serena;Hwang, Yohan;Kim, Gahyoung
    • Journal of Engineering Education Research
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    • v.23 no.6
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    • pp.3-16
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    • 2020
  • This study aims to introduce the ENACT model, which is a systematic teaching-learning model for cultivating social responsibility of science and engineering college students, and to discuss its educational implications. For the development of the ENACT model, we conducted extensive literature reviews on RRI, STEM education, and science and technology studies (STS). In addition, we examined exemplary overseas education programs emphasizing social responsibility of scientists/engineers and citizens. The ENACT model consists of five steps; 1) Engage in SSIs, 2) Navigate SSIs, 3) Anticipate consequences, 4) Conduct scientific and engineering practice, and 5) Take action. This model links Socioscientific Issues (SSI) education with engineering education, dividing the major elements of social responsibility education for scientists and engineers into the dimensions of epistemology and praxis, and reflected them in the model. This effort enables science and engineering college students to pursue more responsible and sustainable development by carrying out the responsible problem-solving process based on an understanding of the nature of science and technology. We plan to implement ENACT model based programs for science and engineering college students and to examine the effects.