scholarly journals Research on the Identification and Evaluation of Aerobics Movements Based on Deep Learning

2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Hua Zhao ◽  
Aibo Wang ◽  
Ying Fan
Keyword(s):  
Deep Learning ◽  
Frame Rate ◽  
Model Complexity ◽  
Control Group ◽  
Perceptual Field ◽  
School Students ◽  
Convolutional Network ◽  
Multi Scale ◽  
Movement Recognition ◽  
Experimental Group

A deep learning approach is used in this study to provide insight into aerobics movement recognition, and the model is used for aerobics movement recognition. The model complexity is significantly reduced, while the multi-scale features of the target at the fine-grained level are extracted, significantly improving the characterization of the target, by embedding lightweight multi-scale convolution modules in 3D convolutional residual networks to increase the local perceptual field range in each layer of the network. Finally, using the channel attention mechanism, the key features are extracted from the multi-scale features. To create a dual-speed frame rate detection model, the fast-slow combination idea is fused into a 3D convolutional network. To obtain spatial semantic information and motion information in the video, the model uses different frame rates, and the two-channel information is fused with features using lateral concatenation. Following the acquisition of all features, the features are fed into a temporal detection network to identify temporal actions and to design a behavior recognition system for the network model to demonstrate the network model's applicability. The average scores of students in the experimental group were significantly higher than those in the control group in seven areas: set accuracy, movement amplitude, movement strength, body coordination, coordination of movement and music, movement expression, and aesthetics; the average scores of movement proficiency and body control in the experimental group were also significantly higher than those in the control group, but the differences were not significant. The differences between the eight indicators in the experimental group were not significant when compared to those in the preexperimental group, indicating that intensive rhythm training for students improves secondary school students' comprehension, proficiency, and presentation of aerobics sets.

scholarly journals Physical Computing Strategy to Support Students’ Coding Literacy: An Educational Experiment with Arduino Boards

2021 ◽  
Vol 11 (4) ◽  
pp. 1830
Author(s):  
Chih-Chao Chung ◽  
Shi-Jer Lou
Keyword(s):  
High School ◽  
High School Students ◽  
Qualitative Analysis ◽  
Program Design ◽  
Analysis Of Covariance ◽  
Control Group ◽  
School Students ◽  
Physical Computing ◽  
Technical High School ◽  
Experimental Group

The purpose of this study is to explore the influence of introduction of the physical computing strategy of Arduino Boards in a program design course on coding literacy and the effectiveness of the application in technical high school students. This study selected two classes of twelfth-grade students enrolled in a program design course at a technical high school in Southern Taiwan as the samples. One class was the control group (43 students), and the other was the experimental group (42 students). During the 18-week course, the control group carried out a DBL (design-based learning) programming project, and the experimental group carried out the DBL programming project using the physical computing strategy of Arduino boards. Pre- and posttests and a questionnaire survey were carried out, while ANCOVA (analysis of covariance) was used for evaluation purposes. In the course, students in the experimental group were randomly selected for semi-structured interviews to understand their learning status and to perform qualitative analysis and summarization. This study proposed the physical computing strategy of Arduino boards, featuring staged teaching content, practical teaching activities, and real themes and problem-solving tasks. The results show that the coding literacy of students in the different teaching strategy groups was significantly improved. However, in the Arduino course on DBL programming, the students in the experimental group had a significantly higher learning efficiency in coding literacy than those in the control group. Moreover, according to the qualitative analysis using student interviews, Arduino boards were found to improve students’ motivation to learn coding and to aid in systematically guiding students toward improving their coding literacy by combining their learning with DBL theory. Thus, Arduino technology can be effectively used to improve students’ programming abilities and their operational thinking in practically applying programming theories.

Zoltán Kodály gives a hand to secondary school students in recorder performance and attitudes toward music in Turkey

2021 ◽  
pp. 025576142110059
Author(s):  
Alican Gülle ◽  
Cenk Akay ◽  
Nezaket Bilge Uzun
Keyword(s):  
Secondary School ◽  
Music Education ◽  
Secondary School Students ◽  
Attitude Scale ◽  
Control Group ◽  
School Students ◽  
Service Training ◽  
Quasi Experimental ◽  
Attitudes Toward Music ◽  
Experimental Group

Kodály-inspired pedagogy enables students to participate effectively in a music course by engaging in active musical interactions with folk songs and melodies. The purpose of this study was to explore the effects of Kodály-inspired pedagogy on recorder performance and attitudes toward music of secondary school students. A quasi-experimental design was used in the study. The experimental group was taught using Kodály-inspired pedagogy and the control group using the general music teaching methods for 9 weeks. A two-way mixed-design analysis of variance (ANOVA) and content analysis were used to analyze the data. A Recorder Performance Grading Key, music course attitude scale, and open-ended questions were used to collect the data. Consequently, the findings indicated that Kodály-inspired pedagogy had a significant effect on the students’ recorder performance but the researchers could not find a significant effect on students’ attitudes toward the music course. Moreover, students in the experimental group reported improvement in their recorder performance and attitudes toward music education. The researchers recommended including information about the implementation of Kodály-inspired pedagogy in music teacher textbooks, providing in-service training for teachers to enable them to use Kodály-inspired pedagogy.

scholarly journals The hospice as a learning space: a death education intervention with a group of adolescents

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Ines Testoni ◽  
Lorenza Palazzo ◽  
Lucia Ronconi ◽  
Stefania Donna ◽  
Paolo Francesco Cottone ◽  
...  
Keyword(s):  
Thematic Analysis ◽  
Death And Dying ◽  
Western Society ◽  
Control Group ◽  
Education Intervention ◽  
Death Education ◽  
Negative Effects ◽  
School Students ◽  
Learning Space ◽  
Experimental Group

Abstract Background The denial of death in Western society deprives young people of the tools to derive meaning from experiences of death and dying. Literature shows that death education may allow them to become familiar with this topic without causing negative effects. This article describes the effects of a death education course with adolescents, wherein participants were given the opportunity to meet palliative doctors and palliative psychologists at school and in a hospice, where they were able to converse with the families of the dying. Methods This study used mixed methods and included an evaluation of a death education intervention with longitudinal follow-up of outcomes. The course involved 87 secondary school students (experimental group) aged between 16 and 20 years. We also recruited a control group of 76 similarly-aged students to observe differences. The variables we examined were: alexithymia, representation of death, value attributed to life and spirituality. These were measured with the following instruments: the Toronto Alexithymia Scale-20, the Testoni Death Representation Scale, the Personal Meaning Profile and the Spiritual Orientation Inventory, respectively. To better understand how the students perceived the experience, we asked the experimental group to answer some open-ended questions. Their answers were analysed through thematic analysis. Results The study showed that death education and the hospice experience did not produce negative effects, but rather allowed students to decrease alexithymia, improving their ability to recognise and express emotions. Thematic analysis revealed that all participants perceived the experience as very positive. Conclusions Our findings affirm that death education programs can be successfully implemented in high schools, and that they can usefully involve local hospices and palliative care professionals, especially physicians and psychologists.

scholarly journals Attention Multi-Scale Network for Automatic Layer Extraction of Ice Radar Topological Sequences

2021 ◽  
Vol 13 (12) ◽  
pp. 2425
Author(s):  
Yiheng Cai ◽  
Dan Liu ◽  
Jin Xie ◽  
Jingxian Yang ◽  
Xiangbin Cui ◽  
...  
Keyword(s):  
Deep Learning ◽  
Global Climate ◽  
Ice Sheets ◽  
Ice Sheet ◽  
Sheet Thickness ◽  
Learning Methods ◽  
Convolutional Network ◽  
Multi Scale ◽  
Ice Surface ◽  
Layer Extraction

Analyzing the surface and bedrock locations in radar imagery enables the computation of ice sheet thickness, which is important for the study of ice sheets, their volume and how they may contribute to global climate change. However, the traditional handcrafted methods cannot quickly provide quantitative, objective and reliable extraction of information from radargrams. Most traditional handcrafted methods, designed to detect ice-surface and ice-bed layers from ice sheet radargrams, require complex human involvement and are difficult to apply to large datasets, while deep learning methods can obtain better results in a generalized way. In this study, an end-to-end multi-scale attention network (MsANet) is proposed to realize the estimation and reconstruction of layers in sequences of ice sheet radar tomographic images. First, we use an improved 3D convolutional network, C3D-M, whose first full connection layer is replaced by a convolution unit to better maintain the spatial relativity of ice layer features, as the backbone. Then, an adjustable multi-scale module uses different scale filters to learn scale information to enhance the feature extraction capabilities of the network. Finally, an attention module extended to 3D space removes a redundant bottleneck unit to better fuse and refine ice layer features. Radar sequential images collected by the Center of Remote Sensing of Ice Sheets in 2014 are used as training and testing data. Compared with state-of-the-art deep learning methods, the MsANet shows a 10% reduction (2.14 pixels) on the measurement of average mean absolute column-wise error for detecting the ice-surface and ice-bottom layers, runs faster and uses approximately 12 million fewer parameters.

scholarly journals Effectiveness of the reflection-based reciprocal teaching approach for reading comprehension achievement in upper secondary school in Myanmar

2021 ◽  
Author(s):  
Tun Zaw Oo ◽  
Andrea Magyar ◽  
Anita Habók
Keyword(s):  
Reading Comprehension ◽  
Secondary School ◽  
Classroom Environment ◽  
Teaching Method ◽  
Reciprocal Teaching ◽  
Control Group ◽  
Upper Secondary School ◽  
School Students ◽  
Upper Secondary ◽  
Experimental Group

AbstractThis study investigates the effectiveness of the reflection-based reciprocal teaching (RBRT) approach for Myanmar upper secondary school students’ reading comprehension in English. In the RBRT approach, the main frame is based on the reflective teaching model for reading comprehension (Oo and Habók in Int Electron J Elementary Educ 13(1):127–138, 2020), in which the reciprocal teaching method (involving questioning, clarifying, summarizing, and predicting) was applied. This study used cluster randomized trials. Two groups participated in the research: the experimental group, who were taught with the RBRT approach, and the control group, who were taught with traditional methods. Results showed that the RBRT approach has a strong effect on students’ English reading comprehension achievement. The experimental group increased its achievement on the posttest significantly, and the students’ results showed high effect size. It was also found that teachers’ reflection on the instructional context had a considerable impact on raising students’ reading comprehension achievement. The RBRT approach can be successfully applied in the classroom environment to develop students’ reading comprehension in English in Myanmar.

Basic English Speech Support And Pronunciation Skills Of Senior High School Students

2021 ◽  
Vol 8 (3) ◽  
pp. 662-671
Author(s):  
Henry Orbasayan Alperito ◽  
Cristobal Millenes Ambayon
Keyword(s):  
High School ◽  
High School Students ◽  
Senior High School ◽  
Control Group ◽  
School Students ◽  
High School English ◽  
Management Students ◽  
Basic English ◽  
Experimental Group ◽  
Senior High School Students

The Basic English Speech Support is audio with transcription which is composed of the features of pronunciation that is purposely compiled to enhance pronunciation skills specifically, the sounds of English, stress, intonation, and linking. It is applied within the study with the aim of measuring its effectiveness to the pronunciation skills of Senior High School students. The study is designed to evaluate, validate and determine the effectiveness of Basic English Speech Support to the Senior High School, Grade 12, Accountancy, Business and Management students in Libertad National High School. English-teacher Evaluators evaluated the audio and its transcription. The design involved the experimental group and the control group which were carefully selected through the randomization process. The data gathered were analyzed using both descriptive and inferential tools such as mean, standard deviation, and t-test. The results revealed that students from the experimental group got a higher mean gain compared to the control group. It was factually and statistically confirmed that the utilization of Basic English Speech Support served as a significant element in teaching pronunciation and evidently, advances better learning among Senior High School students.

GROUP WORK IN EVALUATION OF PRIMARY SCHOOL STUDENTS’ KNOWLEDGE ABOUT CARBOHYDRATES

2017 ◽  
Author(s):  
Meliha Zejnilagić-Hajrić ◽  
◽  
, Adel Polutak ◽  
Ines Nuić ◽  
◽  
...  
Keyword(s):  
Primary School ◽  
Group Work ◽  
Control Group ◽  
Primary School Students ◽  
School Students ◽  
Evaluation Group ◽  
Paper And Pencil ◽  
Experimental Group ◽  
Test Of Knowledge

In this research two different ways of students' reviewing their knowledge in chemistry about carbohydrates are described: group work and discussion with teacher. In experimental group (EG) students were working in groups on their assignments, while in control group (CG) discussion led by teacher was implemented. Results showed better EG students’ achievements on paper-and-pencil test of knowledge on the following class. Keywords: evaluation, group work, teacher-led discussion, carbohydrates.

The Effect of the Gardens of Ideas on Achievement , the Skills of Information Processing Among Middle Schools Students in Mathematics

2021 ◽  
Vol 26 ◽  
pp. 408-433
Keyword(s):  
High School Students ◽  
Information Processing ◽  
First Graders ◽  
Research Community ◽  
Female Students ◽  
Control Group ◽  
School Students ◽  
Iq Test ◽  
Processing Measure ◽  
Experimental Group

The aim of the research is to investigate the effect of idea gardens on the performance and information processing skills of high school students in mathematics. The research community represents the school's first graders, July 14th for girls. The research sample consisted of (70) male and female students. The number of students in the experimental group was (35) and the number of students in the control group was (35). The researcher found a relationship between the two in variables of IQ test, previous collection and life expectancy, measured in months, in information processing skills of the tribes. The researcher has prepared a collection of tests with (20) paragraphs. After being presented to a group of judges, the validity of the test was verified. The researcher also developed an information processing measure consisting of (20) paragraphs and extracted the obvious honesty by presenting it to a group of reviewers and extracting it in the form way to repeat the test (0.87). The researcher has achieved the following results: 1- There were statistically significant differences in favor of the experimental group, which studied the gardens of ideas, compared with the control group, which studied the conventional collection method. 2- There are statistically significant differences in favor of the experimental group studied using idea gardens versus members of the control group studied using conventional information processing Keywords: Gardens of Ideas, Collection, Mathematics

scholarly journals Effectiveness of Participation in a Blog for Extra-curricular activities for Developing Students’ Critical thinking skills: A Case of Secondary School Students: فاعلية المشاركة في مدونة إلكترونية للأنشطة غير الصفية في تنمية مهارات التفكير الناقد لدى طالبات الصف الثالث الثانوي بمدينة جدة

2020 ◽  
Vol 4 (16) ◽  
Author(s):  
Wafa Abed M Al-Harbi, Sanaa Saleh Askool
Keyword(s):  
Critical Thinking ◽  
Secondary School ◽  
Secondary Students ◽  
Secondary School Students ◽  
Thinking Skills ◽  
Critical Thinking Skills ◽  
Control Group ◽  
School Students ◽  
Extra Curricular Activities ◽  
Experimental Group

This study aims to identify the effectiveness of participation in a blog for extra-curricular activities for developing the critical thinking skills of third secondary students in Jeddah. The sample consisted of (100) students from several schools in Jeddah, Saudi Arabia randomly selected and divided into (50) experimental group, (50) control group. The study used the Semi-experimental method and conducted the Watson and Glaser test for critical thinking. The results of the study showed that there were statistically significant differences (0.05) among the experimental group (individual and cooperative) For the officer in the brother Bar dimensional test critical thinking skills for the benefit of the experimental group because of its effect for the use of a typical blog (single, cooperative).

scholarly journals Improvement of Physical, Honesty, Discipline and Cooperation in Class IV Elementary School Students through Circuit Training Learning Model

2020 ◽  
Vol 3 (1) ◽  
pp. 244-250
Author(s):  
Dean Novianti ◽  
I Made Sriundy Mahardika ◽  
Abdul Rachman Tuasikal
Keyword(s):  
Elementary School ◽  
Physical Fitness ◽  
Learning Model ◽  
Control Group ◽  
Circuit Training ◽  
School Students ◽  
Post Test ◽  
The Difference ◽  
Efficient Learning ◽  
Experimental Group

Physical education program for sport and health allocates four lesson hour of which each hour consists of 35 minutes in one week. It requires an innovative and efficient learning model in order to improve physical fitness, honesty, discipline, and cooperation. The researcher developes a circuit training learning model in the from circuit games which is a modified form of circuit training. The study aim to examine the effectiveness of the circuit training learning model in improving physical fitness, honesty, discipline, and cooperation in students of Elementary School Sidoarjo. The type of research used is quantitative and qualitative by using research and development method, and data analysis using ANOVA. The data collection process is carried out by pre-test and post-test and then the results of the research data are analyzed using SPSS series 2.0. The results of the study shows (1) the sig value of 0,011 smaller than the 0,05 ( p< 0,05 ), meaning that there is the difference in the results of the TKJ I test on groups of students who are not treated compared to the group of students who are given the learning model. (2) the average group of students who are not given the treatment (control group) is 12,50 while for the group of students         given treatment (experimental group) is 15,15, meaning that there is an increase in test results againts the experimental group at 45%, (4) there is an increase in the observations of the discipline attitude from the control group compared to the experimental group at 35 %, (5) there is an increase in the observations of the discipline attitudes of the control group compared to the experimental group at 55%. Based on the above analysis it can be cocluded that the circuit training learning model can improve physical fitness and cultivate honesty, discipline and cooperattion in students of Elementary School.  

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