Forecasting the Academic Performance by Leveraging Educational Data Mining

The study aims to recognize how efficiently Educational DataMining(EDM)integrates into Artificial Intelligence(AI)to develop skills for predicting students’performance.The study used a survey questionnaire and collected data from 300 undergraduate students of Al Neelain University.The first step’s initial population placements were created using Particle Swarm Optimization(PSO).Then,using adaptive feature space search,Educational Grey Wolf Optimization(EGWO)was employed to choose the optimal attribute combination.The second stage uses the SVMclassifier to forecast classification accuracy.Different classifiers were utilized to evaluate the performance of students.According to the results,it was revealed that AI could forecast the final grades of students with an accuracy rate of 97%on the test dataset.Furthermore,the present study showed that successful students could be selected by the Decision Tree model with an efficiency rate of 87.50%and could be categorized as having equal information ratio gain after the semester.While the random forest provided an accuracy of 28%.These findings indicate the higher accuracy rate in the results when these models were implemented on the data set which provides significantly accurate results as compared to a linear regression model with accuracy(12%).The study concluded that the methodology used in this study can prove to be helpful for students and teachers in upgrading academic performance,reducing chances of failure,and taking appropriate steps at the right time to raise the standards of education.The study also motivates academics to assess and discover EDM at several other universities.

Academic Stress Assessment Using Virtual Reality as an Educational Tool in Spine Surgery

Introduction: The evaluation of academic stress in medical students and residents is a topic of significant interest, given the considerable challenges they face during their learning process with traditional teaching methods. The use of technologies like virtual reality presents an opportunity to enhance their skills through simulations and training. The main objective of this study is to qualitatively assess the stress levels experienced by medical students and residents by integrating virtual reality into their current learning methods, aiming to improve their ability to manage stressors in their practice. Material and Methods: A questionnaire was conducted with 12 medical students and 12 Traumatology and orthopedics residents. The purpose of the questionnaire was to evaluate the levels of academic stress using the SISCO inventory. The stress levels were calculated by transforming average values into percentages, and the following criteria were assigned: 0 to 33% for Mild Stress, 34 to 66% for Moderate Stress, and 67 to 100% for Deep Stress. Then, a virtual reality class focused on spine surgery was provided. Both medical students and residents were trained using the Non Nocere SharpSurgeon software platform and Oculus Quest 2 virtual reality glasses. At the end of the session, a second questionnaire related to the practice with virtual reality was conducted with the same evaluation criteria and a comparative analysis was carried out. Results: 12 undergraduate students from Hospital Angeles Mexico, CDMX and 12 traumatology and orthopedics residents at Hospital Santa Fe, Bogota were evaluated. The students in CDMX reported an average qualitative stress of 28.50% during habitual practices, which decreased to an average of 14.67% after virtual reality practice. Residents in Bogotá experienced an average qualitative stress of 30.50% with their current learning methods but this reduced to an average of 13.92% after using virtual reality. These findings indicate that the use of virtual reality has a positive impact on reducing stress levels qualitatively. Conclusions: The use of virtual reality as a learning method for medical students and residents qualitatively improves stress levels. Further studies are required to define the potential uses of Virtual Reality to improve learning methods and emotional state in medical students and residents and for a quantitative assessment to validate the training as certified learning methods.

The Effectiveness of Self-regulated Learning Strategies on Chinese College Students' English Learning

The purpose of this paper is to argue the effectiveness of self-regulated learning in English education in Chinese college classroom instruction. A study is given to show whether the introduction of self-regulated learning can help improve Chinese college students' English learning, and help them perform better in the National English test-CET-4 (College English Test Level-4,).

The Relationship of Effortful Control to Academic Achievement via Children’s Learning-Related Behaviors

Effortful control (EC) is a temperamental self-regulatory capacity, defined as the efficiency of executive attention [1], which is related to individual differences in self-regulation. Although effortful control covers some dispositional self-regulatory abilities important to cope with social demands of successful adaptation to school, such as attention regulation, individual differences in EC have recently been associated with school functioning through academic achievement including the efficient use of learning-related behaviors, which have been found to be a necessary precursor of learning and they refer to a set of children’s behaviors that involve organizational skills and appropriate habits of study. Therefore, the aim of this study is to review the literature on EC’s relationship to academic achievement via learning-related behaviors, which reflect the use of metacognitive control processes in kindergarten and elementary school students. The findings indicate that EC affects academic achievement through the facilitation of the efficient use of metacognitive control processes.

Role of academic self-efficacy in the relationship between self-directed learning readiness and problem-solving ability among nursing students

Objective: Problem-solving should be a fundamental component of nursing education because It is a core ability for professional nurses. For more effective learning, nursing students must understand the relationship between self-directed learning readiness and problem-solving ability. The aim of this study was to investigate the relationships among self-directed learning readiness, problemsolving ability, and academic self-efficacy among undergraduate nursing students.Methods: From November to December 2016, research was conducted among 500 nursing undergraduate students in Tianjin, China,using a self-directed learning readiness scale, an academic self-efficacy scale, a questionnaire related to problem-solving, and selfdesigned demographics. The response rate was 85.8%.Results: For Chinese nursing students, self-directed learning readiness and academic self-efficacy reached a medium-to-high level,while problem-solving abilities were at a low level. There were significant positive correlations among the students' self-directed learning readiness, academic self-efficacy, and problem-solving ability. Furthermore, academic self-efficacy demonstrated a mediating effect on the relationship between the students' self-directed learning readiness and problem-solving ability.Conclusions: To enhance students' problem-solving ability, nursing educators should pay more attention to the positive impact of self-directed learning readiness and self-efficacy in nursing students' education.

The Model of Speaking in Teaching Indonesian to Foreign Speakers Based on Self-Regulated Learning and Anxiety Reduction Approaches

Model for spoken is expected to overcome difficulties in teaching and learning Indonesian language for foreign speakers. Language anxiety is the anxiety that arises when a person learns foreign language. Foreign Language Anxiety （anxiety to learn a foreign language） is of concern or negative emotional reactions that arise when studying or using foreign language. Self-regulated learning is an active and constructive process undertaken by learners in setting goals for their learning and trying to monitor, regulate, and control of cognition, motivation, and behavior, then everything is directed and driven by purpose and adapted to the context and environment. The research method used is an R and D （research and development） method with a sample of foreign speakers of Chinese. Variables that receive interference are the ability to speak in Indonesian, while the variables used to interfere with the self-regulated learning and language anxiety as a variable controller. Intrapersonal factors become barriers that cause stuttering speech limited due to the mastering subject content. On the basis of that, this speaking model applies the principle of self-regulated learning in the learning process, using a communicative and contextual approach. This model intended for foreign speakers who learn Indonesian language outside of Indonesia, so to bring the atmosphere mandated in sociolinguistic built through media and relevant teaching methods.

Inviting Nature into Academic Learning:Exploring the Possibility to Activate the Introvert Courts inside the University Buildings

Established on peripheral sub-urban area of Sylhet city,Shahjalal University of Science and Technology is a public university well known for its beautiful natural environment and diversified landscape with green hillocks,waterscape,forests and biodiversity.But,the academic buildings of the campus were planned in an introvert way that the common void courts remain disconnected from the outside natural environment.Although designed with positive intention,most of the courts remain unused maximum the time of a year.As the campus natural environment is getting richer day by day and users prefer to spend more time in outside environment,it is high time to integrate nature into the academic learning.This research aims to explore the possibilities of these void courts to be incorporated with the outside natural environment to enhance joyful learning.A combined approach was adopted as research methodology consists of intensive physical survey,literature study,microclimate analysis,questioner surveys among the users,interviewing the field experts and selective national and international case studies.Lastly,a set recommendation has been proposed considering all the perspectives and issues that the research has identified.

Teaching Hong Kong English before Teaching Academic English: The Gateway to Effective Learning of College Writing

Owing to the negative view of Hong Kong English(HKE)in popular discourse,few English lecturers in Hong Kong universities directly acknowledge or discuss the variety in a non-linguistic course.This paper illustrates an action research study of how HKE may play a role in an academic writing course of a sub-degree program in Hong Kong.Focusing on 8 representatives from an academic writing course with 100 students,it employed the qualitative experiment method to examine whether students who had possessed basic linguistic knowledge of HKE from an additional tutorial would perceive HKE and academic writing differently from those who had not.Student representatives from each group were invited to a focus group to explore ideas about the two subjects discussed in class.Their conversations suggested that prior knowledge of the syntactic features of HKE might raise students’awareness of the grammatical differences between the variety and the standard.The analysis also suggested that introducing the linguistic view of HKE to students might render them optimistic about their variety,helping them identify the situations where the variety would be tolerant of and settings where Standard English would be expected.The study suggested that such an intervention might facilitate students’learning of Standard English for academic purposes and practices of English in actual professional communication.Upon the improvement or advancement,they will position themselves more powerfully in the dichotomy between the standard and non-standard.More formal research on a similar or relevant topic is required to validate the impact of understanding HKE on learning academic writing.

Impact of Levels of Education on Perceived Academic Stress and Mental Wellbeing: An Investigation into Online Mode of Learning during Pandemic

A sudden outbreak of the current pandemic COVID-19 has switches the learning to online mode which leads to an increase in perceived academic stress and a serious threat to the mental well-being of the students across the globe.The aim of the current study was therefore,to examine the impact of online learning on perceived academic stress and mental well being of the students with moderating effects of levels of education,during the current pandemic.Measures of the constructs were obtained by the online Google form which consists of the Perceptions of Academic Stress Scale(PASS)by Dalia Bedewy and Adel Gabriel(2015)and War­wick-Edinburg Mental Well-being Scale(2008),from a sample of 150 undergraduate students aged 19-25 years studying in different colleges of Bengaluru,India.Mental well-being constituted the criterion variable whilst academic stress and levels of education were treated as predictor variables.Two-way ANOVA were employed.Results show that academic stress is a significant negative predictor of mental wellbeing(r=-.083;p<0.05),there is a significant difference in the perceived academic stress(df=2;F=2.72;p<0.05)which increase in hierarchy(Third year&first year MD=-3.7;Third year&second year MD=-3.2)and mental well being(df=2,F=5.314 p<0.05)which decreases in hierarchy(Third year&first year MD=-5.8;Third year&second year MD=-5.860)of the students at different educational levels and a combination perceived aca­demic stress and educational levels predicts variance in mental well being of the students(R2=0.052;p>0.05).It was concluded that combined aca­demic stress and educational levels have an impact on mental wellbeing of students in online mode of learning during the current pandemic,but this impact is low(only 5.2%).

Teaching Hong Kong English before Teaching Academic English:The Gateway to Effective Learning of College Writing

Owing to the negative view of Hong Kong English(HKE)in popular discourse,few English lecturers in Hong Kong universities directly acknowledge or discuss the variety in a non-linguistic course.This paper illustrates an action research study of how HKE may play a role in an academic writing course of a sub-degree program in Hong Kong.Focusing on 8 representatives from an academic writing course with 100 students,it employed the qualitative experiment method to examine whether students who had possessed basic linguistic knowledge of HKE from an additional tutorial would perceive HKE and academic writing differently from those who had not.Student representatives from each group were invited to a focus group to explore ideas about the two subjects discussed in class.Their conversations suggested that prior knowledge of the syntactic features of HKE might raise students’awareness of the grammatical differences between the variety and the standard.The analysis also suggested that introducing the linguistic view of HKE to students might render them optimistic about their variety,helping them identify the situations where the variety would be tolerant of and settings where Standard English would be expected.The study suggested that such an intervention might facilitate students’learning of Standard English for academic purposes and practices of English in actual professional communication.Upon the improvement or advancement,they will position themselves more powerfully in the dichotomy between the standard and non-standard.More formal research on a similar or relevant topic is required to validate the impact of understanding HKE on learning academic writing.

A New Perspective on an Old Subject:Mobile-assisted Language Learning in English Academic Writing in Hong Kong Universities

The goal of this short paper is to bring English academic writing(EAW)and mobile-assisted language learning(MALL)together to examine to what degree the latter can be effectively employed to support the former in the Hong Kong higher education context.It utilizes the perspectives generated from the literature,together with professional interpretation,to illustrate the affordances of MALL in EAW in the community.It is suggested that MALL can be employed to integrate academic English into the students’daily lives,through which they can implicitly build the knowledge of academic register outside of the classroom and ultimately use it in the classroom.

Unveiling the Pedagogical Potency of Quizlet:Enhancing Vocabulary Acquisition and Academic Performance Among Business English Major Students in China

The effectiveness of Quizlet,an online vocabulary learning tool,in enhancing vocabulary acquisition and academic performance among Business English major students in China was investigated in this study.With emphasis on the importance of vocabulary proficiency for English learners,especially those in English-related majors,this research aimed to understand the impact of Quizlet on vocabulary mastery and its connection to overall academic success.A one-academic-year longitudinal experiment was carried out involving two classes,utilizing quantitative methods for assessing vocabulary retention and academic progress.Improvement was seen in the final exam rankings and vocabulary retention rates in Quizlet-engaged classes.Hopefully,this study could provide valuable insights for educators,curriculum designers,and researchers,guiding the optimization of language acquisition strategies in the digital age.

Remote Learning in Higher Education During the Pandemic: A Study of the Experiences of Chinese International Students at United Kingdom and United States Universities in 2020/21

During the COVID-19 pandemic crisis,many universities around the world made a drastic change by transferring most of their offline classes to emergency remote learning(ERL).The aim of this study was to explore how Chinese students,who studied in United Kingdom(UK)and United States(US)universities during the 2020/21 academic year,perceive their experiences of remote learning.As the UK and the US have two relatively advanced education systems,the arrangements of their universities for ERL and their support for international students are worth exploring.Moreover,during the ERL,a portion of Chinese students had online classes in their home countries instead of the country in which their universities are located.Therefore,semi-structured interviews were carried out to explore the academic experiences and social interaction of students who studied in UK and US universities,while remaining in China.The data were analyzed using the thematic analysis method.The findings showed that ERL was perceived negatively by students despite its flexibility in areas of academic learning experiences and social interaction.

Role of Self-Regulation and Self-Care With Academic Performance

Life demands compete with academic study for all levels of education.Higher education now includes strong representation of multiple generations as well as strong representation of both campus-based and online students.Research indicates that students at various stages and in different formats of academic study present some different needs as well as different strategies for managing these needs concurrently with academic study.Research has supported the use of self-care behaviors in reduction of stress,with some studies indicating also an association of self-care and academic performance.In addition,research has also indicated role of student-driven factors such as self-regulation in academic performance.Much of self-care behaviors such as physical activity,consumption of fruits and vegetables,and sleep habits include self-regulation.This study examined association of self-care behaviors in physical activity,consumption of fruits and vegetables,and sleep from selected items of the Personal Wellness Questionnaire and Plan and self-regulation from selected scales of the Motivated Strategies for Learning Questionnaire(MSLQ)of Organization,Resource Management,Effort regulation,and Help-Seeking.Results will assist educators in promotion of student self-care and self-regulation behaviors that can facilitate successful academic endeavor.Answers will also provide guidance to educators and institutions on priority of effort in students support for self-care and self-regulation.

The Role of Self-regulation in Blended Learning

Self-regulation is crucial to learners’learning outcomes in a blended education context.This paper first discusses its definitions and importance,then explores factors affecting self-regulation,and finally puts forward several ways to improve learners’self-regulation.

利用E-learning创建研究型大学教学新体系——以“北大教学网”为例

文章研究了北京大学E-learning的发展状况,将其划分为自主探索、多平台共用和全面推进三个阶段。北大E-learning建设在不同阶段各有特点,但总体上展示了研究型大学在教学改革上向世界一流大学跟进的发展轨迹,文章总结了北大教学网建设的特点,包括部门协作、队伍建设、培训体系、项目案例和宣传推广等。最后,提出了利用ICT构建研究型大学E-learning的若干设想与建议。

E-learning对高校图书馆服务的挑战

论文分析了数字化学习环境下高校图书馆用户的新变化,探讨了在这种环境下高校图书馆应采取的对策。

高校教学参考信息服务保障体系与E-learning平台整合服务研究——高校图书馆资源服务嵌入高校教学过程模式探索

文章总结了高校图书馆服务面临的问题与挑战,分析了高校图书馆开展教学支持服务的现状。通过CALIS高校教学参考信息服务保障体系与E-learning平台的整合实践,探索了图书馆如何为高校教学提供支持服务,将自身的资源与服务嵌入到教学环境中去的途径。

E-learning中教育资源组织在国外图书馆领域的研究综述

从教育资源的获取、标引及利用等三方面总结了VLE在e-learning中的具体运用,指出在新的教学环境中,高校图书馆及馆员所应发挥的作用,最后分析了国外相关研究所呈现的特点。

利用CNKI E-learning文献管理软件助力学术研究

文章通过对CNKI自主开发的文献管理软件CNKI E-learning与其它文献管理软件进行对比,发现其在学术文献的高效获取、有序管理、深度阅读、辅助论文撰写发表等方面的功能更为强大、更具特色,并重点探讨了如何把CNKI Elearning的特色功能运用到学术研究的各个过程中,助力科研人员进行高效、有序的学术研究。