TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-21

Valéria Švecová

{"title":"Math Anxiety and its Relation to the Success of Mathematical Problems","authors":"Valéria Švecová","doi":"10.18421/tem131-21","DOIUrl":"https://doi.org/10.18421/tem131-21","url":null,"abstract":"ath anxiety is widespread problem described as worry and tension while doing mathematics. The aim of research is to determine whether there is a correlation between math anxiety and the performance of elementary school students in solving mathematical problems at the second level. . The theoretical part of the thesis contains information and empirical findings about math anxiety and solving mathematical problems. The research sample was comprised of 138 (46,38 % girls and 53,62 % boys) 9th grade elementary learners from Slovak republic. The data were collected by the questionnaire of our own design comprising: the modified abbreviated math anxiety scale, the state-trait anxiety inventory, and the math test. Quantitative data analysis methods included descriptive statistics and Spearman coefficient as a measurement of correlation between variables. The results have revealed that mathematics anxiety has significant correlation (R = - 0.401; p = 1,09216.10-6, p < 0.01) with the success of mathematical problems and significant correlation (R = 0.608; p = 2,44249.10-15, p < 0.01) with the mathematics achievement. 36,23 % of the participants reported high math anxiety, and a further 18% were at least somewhat affected by it. The results confirm that the mAMAS questionnaire is an appropriate tool for determining the level of mathematical anxiety among pupils in Slovakia.","PeriodicalId":515899,"journal":{"name":"TEM Journal","volume":"33 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140424587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Application of the Innovative System for е-Health Care and Prevention by the Evaluation and Analysis of ECG Signals 通过评估和分析心电信号，应用创新系统开展е-保健和预防工作

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-13

A. Manukova

引用次数: 0

Design of the New Production Line in the Automotive Company 汽车公司新生产线的设计

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-11

N. Daneshjo, Dušan Sabadka, P. Malega, Lukaš Piatra

{"title":"Design of the New Production Line in the Automotive Company","authors":"N. Daneshjo, Dušan Sabadka, P. Malega, Lukaš Piatra","doi":"10.18421/tem131-11","DOIUrl":"https://doi.org/10.18421/tem131-11","url":null,"abstract":"Innovation is one of the key competitiveness strategies for small, medium, and large companies. Production line innovations using Lean methods are currently one of the most important ways to change the shape of the production line in a positive direction. Emphasis must be placed on the resulting innovation and the form of the production line, which should be as efficient and functional as possible and meet the required parameters of productivity and quality assurance. The primary goal of production line innovations using Lean methods is the elimination of bottlenecks in the production process that do not add value and the balancing of individual assembly stations. The aim of the contribution was to design a semi-automatic line for the completion and testing of seat locks under the name D3P2. The result of the solution is the creation of a robotic workplace that will ensure a higher production capacity and the related packaging of finished products. On the assembly line, an analysis of line balancing was carried out using the Yamazumi graph to eliminate unnecessary assembly process activities, Cycle time and Tact time. An analysis of the measurements of individual production activities and places was carried out on the line, and the proposal for a new production line was subsequently shared. Its main goal was to meet all customer requirements through high flexibility. The result of the analysis and applied measures was a reduction in the cycle time of the new line, balancing of individual posts and economic benefits.","PeriodicalId":515899,"journal":{"name":"TEM Journal","volume":"21 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140424789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimizing Stroke Mortality Prediction: A Comprehensive Study on Risk Factors Analysis and Hyperparameter Tuning Techniques 优化中风死亡率预测：风险因素分析和超参数调整技术的综合研究

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-74

Imam Tahyudin, Ades Tikaningsih, Puji Lestari, Eko Winarto, Nazwan Hassa

{"title":"Optimizing Stroke Mortality Prediction: A Comprehensive Study on Risk Factors Analysis and Hyperparameter Tuning Techniques","authors":"Imam Tahyudin, Ades Tikaningsih, Puji Lestari, Eko Winarto, Nazwan Hassa","doi":"10.18421/tem131-74","DOIUrl":"https://doi.org/10.18421/tem131-74","url":null,"abstract":"Stroke is one of the major killer diseases in the world. Understanding the factors that influence the death of stroke patients is vital to improving patient care and outcomes. In this study, we used stroke patient data and machine learning techniques using a variety of algorithms, including Extreme Gradient Boosting, CatBoost, Extra Tree, Decision Tree, and Random Forest, to predict patient death after stroke. After performing hyperparameter settings, the XGBoost model achieved an accuracy of 86% with an AUC of 87. Significant improvements in the accuracy and predictive capability of this model after hyperparameter settings indicate a strong potential for clinical applications. In addition, our findings suggest that factors such as the patient's age, type of stroke, and blood pressure at the time of hospitalization have a significant impact on stroke patients' deaths. By understanding these factors, healthcare providers can improve patient intervention and management to reduce the risk of death after stroke. This research has made an important contribution to the development of a system for predicting the risk of death of stroke patients, which can help doctors and nurses identify high-risk patients and provide appropriate treatment.","PeriodicalId":515899,"journal":{"name":"TEM Journal","volume":"15 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140425231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Investigating the Acceptance of Kahoot! for Warm-up Activities: A Case Study in Higher Education in Vietnam 调查热身活动对 Kahoot!越南高等教育案例研究

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-29

Anh Tuan Pham, Toan Bao Nguyen

引用次数: 0

Effectiveness of Bilingual Project-Based Materials to Facilitate Literacy and Numeracy Teaching 以项目为基础的双语材料促进识字和算术教学的有效性

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-07

Wahyu Kyestiati Sumarno, P. Riyantoko, A. Shodikin

引用次数: 0

Web-Based Window Shopping: A Learning Model in High School's Mathematics Curriculum 基于网络的橱窗购物：高中数学课程的学习模式

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-22

Mohd. Mahfud Effendi, Alfiani Athma Putri Rosyadi, Shofy Maulidya Fatihah, Heri Purnomo, Abdul Halim Abdullah

引用次数: 0

KurdSet Handwritten Digits Recognition Based on Different Convolutional Neural Networks Models 基于不同卷积神经网络模型的库尔德塞特手写数字识别

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-23

Sardar Hasen Ali, M. Abdulrazzaq

{"title":"KurdSet Handwritten Digits Recognition Based on Different Convolutional Neural Networks Models","authors":"Sardar Hasen Ali, M. Abdulrazzaq","doi":"10.18421/tem131-23","DOIUrl":"https://doi.org/10.18421/tem131-23","url":null,"abstract":"Recognition of handwritten digits has garnered significant interest among researchers in the domain of recognizing pattern. This interest stems from the recognition's relevance in various real-life applications, including reading financial checks and official documents, which has remained a persistent obstacle. To address this challenge, researchers have developed numerous algorithms focusing on recognizing handwritten digits across different human languages. This paper presents a new Kurdish Handwritten dataset, consisting of Kurdish characters, digits, texts, and symbols. The dataset consists of 1560 participants, encompassing a broad and varied group. It serves as the primary dataset for training and evaluating algorithms in Kurdish digit recognition. We used Kurdish dataset named (KurdSet) and Arabic dataset for handwritten recognition, which holds 70,000 images of Arabic digits that were written by 700 various participants. Additionally, various models are utilized in the study, including ResNet50, DenseNet121, MobileNet, and a custom CNN (convolutional neural network). Additionally, the models' effectiveness was assessed through the examination of test accuracy, which measures the percentage of correctly classified digits in the evaluation phase. ResNet50 also performs exceptionally well that achieved test accuracy 99.67%, indicating its All models exhibit good performance, DenseNet121 and the Custom CNN Model demonstrate the highest test accuracy of 99.73%, highlighting their superior performance. capabilities in capturing relevant features. Despite its accuracy, MobileNet still exhibits good recognition capability with a test accuracy 99.54%.","PeriodicalId":515899,"journal":{"name":"TEM Journal","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140427383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Integral Chatbot Solution for Efficient Incident Management and Emergency or Disaster Response: Optimizing Communication and Coordination 用于高效事件管理和应急或灾难响应的综合聊天机器人解决方案：优化沟通与协调

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-05

Oscar Peña-Cáceres, Anthony Tavara-Ramos, Teofilo Correa-Calle, Manuel A. More-More

{"title":"Integral Chatbot Solution for Efficient Incident Management and Emergency or Disaster Response: Optimizing Communication and Coordination","authors":"Oscar Peña-Cáceres, Anthony Tavara-Ramos, Teofilo Correa-Calle, Manuel A. More-More","doi":"10.18421/tem131-05","DOIUrl":"https://doi.org/10.18421/tem131-05","url":null,"abstract":"Climate change, with its unstable and dynamic weather phenomena, has a significant impact on the city of Piura, Peru, making it particularly vulnerable to the El Niño phenomenon. The limited technological infrastructure for communication between local authorities and the community has resulted in decisions that are unacceptable to the population. In order to address this gap and improve coordination during emergency or disaster situations, it is proposed to develop a specialized chatbot that integrates with modern platforms such as WhatsApp, Manychat, and Google Sheets. The solution was evaluated through a questionnaire and an observation guide, addressed to 30 citizens of the districts of Piura, Castilla, and Catacaos, Peru. The degree of satisfaction on the part of the users was 26.38%. In terms of the criterion of clarity, it is 26.44%. While 22.73% said that they needed coherence and fluency in conversation, Lastly, 24.45% corresponded to the level of accuracy in forwarding information and queries. The results of the study highlight the effectiveness of this solution as a digital alternative that not only optimizes incident management but also provides efficient responses and motivates citizens to be prepared through the use of modern technologies.","PeriodicalId":515899,"journal":{"name":"TEM Journal","volume":"59 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140424180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

How do Math Anxiety and Self-Confidence Affect Mathematical Problem Solving? 数学焦虑和自信心如何影响数学问题的解决？

TEM Journal Pub Date : 2024-02-27 DOI: 10.18421/tem131-58

Reny Wahyuni, Dwi Juniati, Pradnyo Wijayanti

引用次数: 0

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