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Comparative Analysis of Community Sentiment Against the Implementation of Booster Vaccination in Indonesia Using the K-Nearest Neighbor and Naïve Bayes Classifier Methods 使用k -最近邻和Naïve贝叶斯分类器方法对印度尼西亚社区反对实施加强疫苗接种的情绪的比较分析
Pub Date : 2023-07-06 DOI: 10.46336/ijeer.v3i3.462
Budiman Budiman, Wulandari Wulandari, Chairul Habibi
Sentiment analysis is a person's opinion or view of a particular object that produces positive, negative, or neutral sentiments. The government's effort during the COVID-19 pandemic is to call for the implementation of a booster vaccination program to the public. Based on this, it produces several public sentiments, some of which are uploaded on the Twitter social media platform, which generate positive and negative sentiments. To find out the classification of public sentiment, the researchers carried out calculations using the K-Nearest Neighbor and Naïve Bayes Classifier methods. Based on the calculation results, it was found that the public sentiment was positive at 98% and negative at 2%. This means that the community is enthusiastic and supports the booster vaccination program. Then the comparison based on the calculation results, namely the K-Nearest Neighbor method with a K value of 3 resulting in an accuracy calculation of 97.33% and using the Naïve Bayes Classifier method, an accuracy calculation of 97.35% can be generated. So it can be seen that using the Naïve Bayes Classifier method has a higher accuracy than the K-Nearest Neighbor method. 
情感分析是一个人对特定对象的看法或看法,会产生积极、消极或中性的情绪。在新冠疫情期间,政府的努力是向公众呼吁实施加强疫苗接种计划。基于此,它产生了一些公众情绪,其中一些被上传到Twitter社交媒体平台上,产生了积极和消极的情绪。为了找出公众情绪的分类,研究人员使用k近邻和Naïve贝叶斯分类器方法进行了计算。根据计算结果,国民的评价为肯定的占98%,否定的占2%。这意味着社区是热情和支持加强疫苗接种计划。然后根据计算结果进行比较,即K值为3的K- nearest Neighbor方法得到的准确率计算值为97.33%,使用Naïve Bayes Classifier方法得到的准确率计算值为97.35%。由此可见,使用Naïve贝叶斯分类器方法比k -最近邻方法具有更高的准确率。
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引用次数: 0
Readiness of Islamic Religious Education Teachers for Digital Learning Post Pandemic Covid 19 新冠疫情后伊斯兰宗教教育教师对数字化学习的准备
Pub Date : 2023-07-06 DOI: 10.46336/ijeer.v3i3.465
Agus Ruswandi, M. Firdaus, Riki Ruswandi
The consequence of the Covid 19 pandemic is an increase in the use of digital-based information technology, which also applies to education. Learning was obligated to use the internet network during the Covid 19 pandemic. Regarding the Covid 19 pandemic, digital-based learning would become a necessity for teachers and students to be able to use digital-based learning devices. Teachers and students must be able to use digital devices for learning process. But the state of the problem is whether Islamic Religious Education teachers are already ready to meet the requirements of digital learning. Therefore, It is necessary to investigate the extent to which Islamic Religious Education teachers are equipped to confront all-digital learning in the future. The purpose of this study was to investigate the preparedness of Islamic Religious Education teachers in Madrasa` for digital-based learning. This study's research method is a descriptive reserach. This study's data source is Islamic Religious Education teachers in the Madrasa` in West Java, with a 15 Madrasa and 42 teachers as source of data. According to the findings of this study, as many as 26.18% of teachers were "very capable" of using computer devices. As many as 21.43% of teachers were "very capable" of using Microsoft office. As many as 4.76% were "very ready" for e-learning on Islamic Religious Education. An average of 9.52 teachers are "very ready" to learn through video conferencing applications. Islamic Religious Education teachers are still unprepared to deal with digital-based learning. This is due to the fact that not all teachers have mastered the software applications used for learning, as well as the limited facilities available in schools to support digital-based learning. The findings of this study suggest that teachers should improve their skills in using software for e-learning and creating digital learning tools, teaching materials, and learning documents. Madrasa provide adequate facilities to support the digital-based learning process to keep up with current technological and information developments.
2019冠状病毒病大流行的后果是数字信息技术的使用增加,这也适用于教育。在2019冠状病毒病大流行期间,学习有义务使用互联网。对于新冠肺炎疫情,数字化学习将成为教师和学生能够使用数字化学习设备的必要条件。教师和学生必须能够使用数字设备进行学习。但问题的状态是伊斯兰宗教教育教师是否已经准备好满足数字化学习的要求。因此,有必要调查伊斯兰宗教教育教师在多大程度上能够面对未来的全数字化学习。本研究的目的是调查伊斯兰学校的伊斯兰宗教教育教师对数字化学习的准备情况。本研究的研究方法是描述性研究。本研究的数据来源是西爪哇一所伊斯兰学校的伊斯兰宗教教育教师,其中有15所伊斯兰学校和42名教师作为数据来源。根据本研究的结果,多达26.18%的教师“非常能”使用电脑设备。高达21.43%的教师“非常会”使用微软办公软件。多达4.76%的人“非常准备”在线学习伊斯兰宗教教育。平均有9.52名教师“非常愿意”通过视频会议应用进行学习。伊斯兰宗教教育的教师还没有准备好应对数字化学习。这是因为并非所有教师都掌握了用于学习的软件应用程序,而且学校支持数字化学习的设施有限。本研究结果建议教师应提高使用电子学习软件和创建数字学习工具、教材和学习文件的技能。伊斯兰学校提供足够的设施来支持数字化学习过程,以跟上当前的技术和信息发展。
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引用次数: 0
Characteristics of Male Sex Men Who Screen for Sexually Transmitted Infections in an Effort to Prevent HIV/AIDS 筛查性传播感染以预防艾滋病毒/艾滋病的男性特征
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.425
Eki Pratidina, Imam Maulana
HIV/AIDS is an infectious disease that is currently happening in Indonesian society. Globally, the number of HIV (Human Immunodeficiency Virus) has tended to increase from 2010-2019 with the spread of the virus in all age groups. The high number of HIV cases in Indonesia is due to free-sex behavior and the low level of public knowledge about risky sexual behavior, prevention of unwanted pregnancies, and sexually transmitted diseases. The total number of people with HIV/AIDS (ODHA) in Indonesia as a whole until March 2021 was recorded at 427,201 people, and AIDS cases were 131,417 people. Data from the Ministry of Health of the Republic of Indonesia, the number of people living with HIV based on risk factors found that 27.2% of homosexuals were 26.3% of the male sex men and 0.9% of drag. One of the high-risk groups is male sex men who have abnormal sexual deviations and have a tendency to lead to sexual crimes. This study aims to obtain an overview of the characteristics of male sex men who carry out screening for Sexually Transmitted Infections to prevent HIV/AIDS. This research method uses a quantitative description method. The population is male sex men as many as 85 people. The sampling technique used purposive sampling, obtained a sample of 46 male sex men. Data collection techniques with questionnaires. Data analysis using univariate analysis. The results showed that the age of the majority (63%) of the respondents was between 21-30 years old, the domicile of the majority (65.2%) of the respondents resided in Bandung, the last education of the majority (56.5%) of the respondents had a senior high school education, almost all respondents (76.1%) as many as 35 people had jobs, history of screening Sexually Transmitted Infections negative and the activity of using condoms during sex, the majority (71.7%) of respondents always use condoms during sex. Productive age is an age that needs to get special attention, especially in risky sexual activity, this can be seen from the use of condoms when male sex men have sexual intercourse. This becomes our joint consideration in efforts to prevent HIV/AIDS in productive age. This study aims to obtain the results of risky sexual behavior in male sex men through screening for Sexually Transmitted Infections to prevent HIV/AIDS
艾滋病毒/艾滋病是目前在印度尼西亚社会发生的一种传染病。在全球范围内,随着艾滋病毒(人类免疫缺陷病毒)在所有年龄组的传播,从2010年到2019年,艾滋病毒(人类免疫缺陷病毒)的数量有增加的趋势。印度尼西亚艾滋病毒病例的高数量是由于自由的性行为和公众对危险的性行为、预防意外怀孕和性传播疾病的知识水平较低。截至2021年3月,印度尼西亚感染艾滋病毒/艾滋病(ODHA)的总人数为427201人,艾滋病病例为131417人。根据印度尼西亚共和国卫生部的数据,根据风险因素,艾滋病毒感染者的人数发现,27.2%的同性恋者是男性的26.3%,而0.9%是男同性恋者。性倾向不正常,容易引发性犯罪的男性是高危人群之一。本研究旨在了解为预防艾滋病毒/艾滋病而进行性传播感染筛查的男性男性的特征。本研究方法采用定量描述法。人口中男性男性多达85人。采用有目的抽样的抽样技术,获得了46名男性别男性的样本。问卷数据收集技术。数据分析采用单变量分析。结果表明,被调查者的年龄多数(63%)在21-30岁之间,住所多数(65.2%)在万隆,最后学历多数(56.5%)为高中学历,几乎所有(76.1%)多达35人有工作,性传播感染筛查史阴性,性行为中使用安全套的行为。大多数(71.7%)受访者在性交时总是使用避孕套。生育年龄是一个需要得到特别关注的年龄,特别是在危险性活动中,这可以从男性性行为时使用避孕套的男性性交中看出。这成为我们在预防生育年龄艾滋病毒/艾滋病的努力中的共同考虑。本研究旨在通过性传播感染筛查,了解男性高危性行为的结果,以预防HIV/AIDS
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引用次数: 0
The Role of Women's Cooperatives as an Institution to Empower Women in Supporting the Achievement of the SDGs 妇女合作社作为增强妇女权能的机构在支持实现可持续发展目标中的作用
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.418
Gijanto Purbo Suseno, Nataliningsih Nataliningsih
Sustainable Development Goals (SDGs) are international programs that must be supported by other countries, especially developing countries such as Indonesia. The SDGs contain 18 goals and 169 targets that are expected to be achieved by 2030. There are 4 goals that can be directly implemented by women, namely without poverty, without hunger, a healthy and prosperous life, and gender equality. The purpose of this study is to map the extent of the role of the Women's Cooperative as an institution for empowering women in order to achieve a family without poverty, without hunger, in health and prosperity and gender mainstreaming in supporting the achievement of the SDGs by 2030. Women's cooperative (Women’s Co-op) is a group of women who have the same goal. The study was conducted using a descriptive method, with a literature study approach. The results of the study indicate that the empowerment of women's cooperative members that has been carried out by 5 (five) Women's Co-ops, shows progress in entrepreneurship skills, social progress, increased income and the same opportunity. Therefore, to support the SDGs more quickly, it is necessary to develop a model of coaching and training for members of women's cooperatives as well as a model of fostering secondary women's cooperatives for primary women's cooperatives so that poverty, hunger, welfare and gender mainstreaming are evenly distributed throughout Indonesia.
可持续发展目标(SDGs)是必须得到其他国家,特别是印度尼西亚等发展中国家支持的国际项目。可持续发展目标包含18个目标和169个具体目标,预计到2030年将实现。妇女可以直接实现4个目标,即没有贫穷、没有饥饿、健康和繁荣的生活以及性别平等。本研究的目的是确定妇女合作社作为一个赋予妇女权力的机构的作用程度,以便在健康和繁荣方面实现一个没有贫穷、没有饥饿的家庭,并在支持到2030年实现可持续发展目标方面将性别问题纳入主流。妇女合作社(Women 's Co-op)是一群有着共同目标的妇女。本研究采用描述性方法,采用文献研究法。研究结果表明,5(5)个妇女合作社对妇女合作社成员的赋权表明,在创业技能、社会进步、收入增加和机会均等方面取得了进步。因此,为了更快地支持可持续发展目标,有必要制定一种对妇女合作社成员进行指导和培训的模式,以及一种为初级妇女合作社培养二级妇女合作社的模式,以便在印度尼西亚全国均匀分布贫困、饥饿、福利和性别主流化。
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引用次数: 0
I'm Unstoppable : “Academic resilience in overseas students outside Java and non-overseas students” 我是不可阻挡的:“爪哇以外的留学生和非留学生的学业弹性”
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.433
Nubiyan Octa Pramudhita, Pradiptya Septyanti Putri, Cahyaning Widhyastuti
Students are faced with many pressures and difficulties, both from the college where they study, such as academic demands to difficulties in doing assignments. Then pressure from outside, such as demands to share time with work and other reasons such as difficulty adjusting to a new place. This will certainly have an impact on the academic life of students, therefore they need academic resilience in order to survive, rise from adversity, to adapt positively to overcome all the difficulties they experience. This study aims to determine the description of academic resilience in overseas students from outside Java and non-overseas students in Bandung. This study uses quantitative methods with descriptive analysis, The sampling technique used was purposive sampling with a sample of 222 respondents consisting of overseas and non-overseas students in Bandung. Data collection using the academic resilience scale (32 valid items = 0.937) with analysis of research data using IBM SPSS Statistic 25 software for Windows. Based on the results of the processing, it was concluded that between overseas and non-overseas students there was no significant difference, namely, if rounded the results were 52% of respondents had a high level of academic resilience, then 48% of respondents had a low level of academic resilience.
学生们面临着许多压力和困难,无论是来自他们学习的大学,如学术要求,做作业的困难。然后是来自外界的压力,比如要求与工作分享时间,以及其他原因,比如难以适应一个新地方。这肯定会对学生的学术生活产生影响,因此他们需要学术弹性才能生存,从逆境中崛起,积极适应以克服他们所经历的所有困难。本研究旨在确定爪哇以外的留学生和万隆非留学生的学业弹性描述。本研究采用定量方法和描述性分析,抽样方法为目的抽样,共222名万隆留学生和非留学生。数据收集采用学术弹性量表(32个有效项= 0.937),研究数据分析采用IBM SPSS Statistic 25软件。根据处理结果可知,留学生和非留学生之间没有显著差异,即如果四舍五入,52%的被调查者学业弹性水平高,48%的被调查者学业弹性水平低。
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引用次数: 0
Utilization of the Kahoot Games Application for Understanding Economic Learning in High School Students Kahoot游戏应用在理解高中生经济学习中的应用
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.413
Grida Saktian Laksito, R. H. Kankarofi
Learning Economics is one of the lessons that need to be well understood by students. With the existence of the economy, students will have a basis for starting and managing the economy and businesses that will be built. Still, there are problems with students of SMAN 1 Majalaya, where they lack enthusiasm and feel less active in learning economics lessons. There needs to be an improvement in learning methods so that their interest in and understanding of basic economics increases, one of which is by utilizing the Kahoot Games application. This study used a quantitative approach with the method of testing the oneway ANOVA hypothesis with a total of 42 respondents who were students of class XI IPS 3 at SMAN 1 Majalaya. The results of the study explain that the use of the learning activity application using the Kahoot Games application has increased students' understanding of the importance of the economy in the daily lives of students so that participants who are Majalaya 1 Public High School students will easily understand basic economics lessons and begin to manage their finances properly.
学习经济学是学生需要很好地理解的课程之一。随着经济的存在,学生将有一个基础,开始和管理经济和企业将建立。尽管如此,SMAN 1 Majalaya的学生仍然存在一些问题,他们在学习经济学课程方面缺乏热情,感觉不那么积极。学习方法需要改进,这样他们对基础经济学的兴趣和理解就会增加,其中之一就是利用Kahoot Games应用程序。研究结果解释了使用Kahoot游戏应用程序的学习活动应用程序增加了学生对经济在学生日常生活中的重要性的理解,因此参与者是Majalaya 1公立高中的学生将很容易理解基本的经济学课程并开始正确管理他们的财务。
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引用次数: 0
“Indigenous” Cooperatives Supporting SDGs Development in Indigenous Communities: a study of social and communication (Case: The Consumer Cooperative of Warga Sauyunan, Kampung Naga, Regency of Tasikmalaya, West Java, Indonesia) 支持土著社区可持续发展目标发展的“土著”合作社:社会与沟通研究(案例:印度尼西亚西爪哇省Tasikmalaya县Kampung Naga县Warga Sauyunan消费者合作社)
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.427
W. Setiawan, Kikin Hidayatullah, N. Azizah, Fadya Prayusinar
The purpose of this study is to describe the role of  cooperative, namely The Consumer cooperative of Warga Sauyunan, in supporting SDGs development in  indegenous community at Kampung Naga, The Regency of Tasikmalaya, West Java, Indonesia. The kampong consists of 101 house-hold and 300 people. This study was based on the background of poverty issues as the main problem faced in Indonesian socio-economy, especially in rural areas, and the issue of sustainability of community development.  Cooperative  development program could be seen as  one effort to reduce poverty   through community based development (CBD) by paying attention to the SDGs principles . This  study used desciptive method. This research resulted in  some findings: (1) cooperative could support the indegenous community in Kampung Naga by promoting their economy, and by strengthening social  ties and network in the communities, (2) cooperative practice  and principles are in line with the social  values and princples of the community in which they always  keep the harmonious  relationship with the nature, (3) indegenous communication pattern of the community is the local wisdom which support cooperative development in indegenous community and SDGs principle.   This research has implications for policies of developing the cooperative development program for other    indegenous communities  in Indonesia. It also has implication on the adoption of cooperative concept and principles by indegenous  people as a new mind-set for more productive, valuable  and sustainable  development.
本研究的目的是描述合作社的作用,即Warga Sauyunan的消费者合作社,在支持土著社区的可持续发展目标发展,在印度尼西亚西爪哇的Tasikmalaya摄制Kampung Naga,西爪哇。该村由101户人家和300人组成。这项研究的背景是贫穷问题是印度尼西亚社会经济所面临的主要问题,特别是在农村地区,以及社区发展的可持续性问题。合作发展项目可以看作是关注可持续发展目标原则,通过社区发展(CBD)减少贫困的一种努力。本研究采用描述性方法。这项研究得出了以下结论:(1)合作社可以通过促进经济发展和加强社区内的社会联系和网络来支持甘峰那加土著社区;(2)合作社的做法和原则符合社区的社会价值观和原则,即他们始终保持与自然的和谐关系;(3)社区的土著沟通模式是支持土著社区合作发展和可持续发展目标原则的地方智慧。本研究对印尼其他土著社区合作发展项目的政策制定具有启示意义。它还影响到土著人民将合作概念和原则作为一种新的思维方式,以实现更有成效、更有价值和更可持续的发展。
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引用次数: 2
DUMPSTER DIVING THREAT IN PERSONAL DATA LEAKAGE CASE IN INDONESIA 印尼个人资料外泄案中的垃圾箱跳水威胁
Pub Date : 2023-04-14 DOI: 10.46336/ijeer.v3i2.419
Sayid Muhammad Rifki Noval, Soecipto Soecipto, A. Jamaludin, Erna Listiawati
It is a big job for law enforcement to be able to deal with fraud crimes and data leaks that are increasing at this time. Social engineering attacks are considered to be one of the modes used by perpetrators in carrying out their actions. If the current prevention efforts always link social engineering with phishing, an activity that is closely related to technological sophistication, it is necessary to know another form of social engineering that deserves attention, namely dumpster diving. A term that describes the activity of “scavenging” a target's trash in search of valuable information. Dumpster diving is often underestimated because some people think that if the waste that has been disposed of will not be used by others, it will even have a threatening impact. The habit of throwing away records and documents without being destroyed makes it a target for perpetrators to collect information which will then be used in attacking their targets. Several countries have considered regulating the designation of waste that has the potential to be misused, including regarding the security of personal data. Therefore, this article aims to provide an alternative policy for the Indonesian government, in order to consider the issuance of regulations that protect victims who are affected by losses due to the use of waste by perpetrators.
对于执法部门来说,能够处理目前日益增加的欺诈犯罪和数据泄露是一项艰巨的任务。社会工程攻击被认为是犯罪者在实施其行为时使用的模式之一。如果目前的预防工作总是将社会工程与网络钓鱼(phishing)联系在一起,那么有必要了解另一种值得关注的社会工程形式,即“垃圾箱搜索”。一个术语,用来描述“清理”目标的垃圾以寻找有价值的信息的活动。垃圾箱潜水经常被低估,因为有些人认为,如果处理过的垃圾不被别人利用,甚至会产生威胁性的影响。记录和文件不被销毁就扔掉的习惯使它成为犯罪者收集信息的目标,然后用于攻击他们的目标。一些国家已考虑对可能被滥用的废物的指定进行管制,包括对个人数据的安全进行管制。因此,本文旨在为印尼政府提供一种替代政策,以考虑颁布法规,保护因犯罪者使用废物而受到损失的受害者。
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引用次数: 0
Measuring the Effectiveness of Differential Calculus Learning Using Open Ended Based Teaching Materials 利用开放式教材测量微分学学习的有效性
Pub Date : 2022-10-02 DOI: 10.46336/ijeer.v2i4.388
Mariyan Yurechko, Evgen Pryimak
This study aims to produce differential calculus teaching materials using a good (valid, practical and effective) open-ended approach to improve students' critical and creative thinking skills, and compare their effectiveness with teaching materials prepared in the context of implementing the implemented curriculum. This research is research and development (Research and Development). The development models referred to are the modified Dick & Carey and Borg & Gall models. The steps in this development are researching and gathering information, developing teaching, selecting and developing teaching materials, initial trials, revisions, main trials, and final product revisions. Initial trials and main trials are carried out in a university. Product validity is validated by experts. Product practicality is assessed by product users, namely lecturers and students. Product effectiveness was tested using an inferential statistical test by looking at the significant differences in the mean of the pretest and posttest scores in terms of students' critical and creative thinking abilities. Next, the effectiveness will be compared between the control class and the experimental class. The results of the research show that the product developed is in the very valid category according to the experts, practical according to the teacher's assessment, and very practical according to the students. The resulting product is also effective, even more effective when compared to teaching materials in terms of critical and creative thinking skills student.
本研究旨在采用良好(有效、实用和有效)的开放式方法制作微分学教材,以提高学生的批判性和创造性思维技能,并将其与实施实施课程背景下编写的教材的有效性进行比较。这项研究是研究与发展(research and development)。这里提到的开发模型是修改后的Dick & Carey和Borg & Gall模型。这一开发的步骤是研究和收集信息、开发教学、选择和开发教材、初步试验、修订、主要试验和最终产品修订。初步试验和主要试验在一所大学进行。产品有效性由专家验证。产品的实用性是由产品的使用者,即讲师和学生来评估的。通过观察学生批判性和创造性思维能力的测试前和测试后得分的平均值的显著差异,使用推理统计检验来测试产品的有效性。接下来,对比控制班和实验班的效果。研究结果表明,所开发的产品根据专家的评价是非常有效的,根据老师的评价是非常实用的,根据学生的评价是非常实用的。由此产生的产品也很有效,甚至比教学材料更有效,在学生的批判性和创造性思维技能方面。
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引用次数: 0
Improving Students' Learning Achievement Through Cooperative Learning and Padlet Application in Class XI MIPA 3
Pub Date : 2022-10-02 DOI: 10.46336/ijeer.v2i4.355
Nita Rulianah, Agung Cokro Prabowo, S. Sukono
Chemistry learning is still less active which can be seen t students tend to be passive and less enthusiastic in learning. Students participate in learning activities with less enthusiasm and tend to wait for explanations from the teacher. One of the solutions used to overcome this is the cooperative learning model and the use of padlet application media. The purpose of this study was to find out the application of cooperative learning and padlet application media in class XI MIPA 3. The research sample was students in class XI MIPA 3 SMA N 1 Mirit, Kebumen consisting of 36 students. The research was conducted in 3 meetings. This type of research is quantitative research using descriptive analysis. Screening data through pretest and posttest value data. The results showed that learning using cooperative learning and padlet applications increased 30.94% of student achievement in class XI MIPA 3 SMA N 1 Mirit.
化学学习的主动性较低,可见学生的学习态度被动,学习热情较低。学生参与学习活动的热情较低,倾向于等待老师的解释。克服这一问题的解决方案之一是合作学习模式和小块应用媒体的使用。这项研究分三次进行。这类研究是使用描述性分析的定量研究。通过前测和后测值数据筛选数据。
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引用次数: 0
期刊
International Journal of Ethno-Sciences and Education Research
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