Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram最新文献_第8页

Antimicrobial Test of Telang Flower Extract (Clitoria ternatea L.) against the Growth of Candida albicans 特朗花提取物对白色念珠菌生长的抗菌试验

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-30 DOI: 10.33394/j-ps.v11i1.6857

Anas fadli Wijaya, Rian anggia Destiawan, Nosa Ika Cahyariza

{"title":"Antimicrobial Test of Telang Flower Extract (Clitoria ternatea L.) against the Growth of Candida albicans","authors":"Anas fadli Wijaya, Rian anggia Destiawan, Nosa Ika Cahyariza","doi":"10.33394/j-ps.v11i1.6857","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6857","url":null,"abstract":"Candidiasis is an acute and subacute fungal infection caused by the Candida group, especially Candida albicans. Infectious diseases due to microbes can be treated using modern drugs, namely antifungals. In some cases, antimicrobials often develop resistance due to improper administration. The occurrence of such resistance encourages further research on new active ingredients that can be used as antimicrobial alternatives, especially from plant sources containing flavonoids. The purpose of this study is to determine the effect of antimicrobial content of ethanol extract 70% of Telang flowers on the growth of C. albicans. This research is a laboratory experimental research with post test control group design only method. Determination of antimicrobial activity is carried out by the pitting method. Telang flower extract that has been diluted with 10% DMSO, taken as much as 30µl then dripped into the well. Positive control using antimicrobial ketocenazole and negative control using DMSO 10% which was dripped on the well as much as 30µl. Based on the results of observations, the inhibition zone is only formed in positive control with an average of 15.5 + 0.4 mm. The results of ethanol extract of 70% Telang flowers that have been conducted did not show antimicrobial activity against fungal growth C. albicans. The absence of this inhibitory zone is due to the unknown concentration of active compounds of Telang flowers that are responsible as antimicrobials, so it is necessary to conduct research on the search for concentrations of active compounds that have the ability as antimicrobials.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45558226","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

Bibliometric Analysis: Sofware Usage Trends GeoGebra in Mathematics Learning From 2017 - 2022 文献计量分析：2017-2022年GeoGebra在数学学习中的软件使用趋势

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-30 DOI: 10.33394/j-ps.v11i1.6786

Rahmat Kusharyadi, Saffanah Pertiwi, E. Y. S. Siahaan, D. Dasari

{"title":"Bibliometric Analysis: Sofware Usage Trends GeoGebra in Mathematics Learning From 2017 - 2022","authors":"Rahmat Kusharyadi, Saffanah Pertiwi, E. Y. S. Siahaan, D. Dasari","doi":"10.33394/j-ps.v11i1.6786","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6786","url":null,"abstract":"The use of GeoGebra Software in mathematics learning is the application of ICT-based learning that can be done in schools. This is done to make learning interactive. This study aims to determine and analyze trends in article writing with the theme of using GeoGebra software in mathematics learning between 2017-2022, articles, countries of origin, authors, and institutions that have the most citations and link strengths using databases. dimensions. The method used is bibliometric analysis. The sample used is 180 articles that were searched using the database dimensions according to the specified keywords. The data is stored in CSV format to be used in the VOSviewer software to obtain a mapping in search of publication trends. The trend of writing articles with the theme of using GeoGebra software experienced a significant increase between 2017 and 2021 by 279%. Analysis based on software VOSviewer has 5 themes related to the use of GeoGebra software in mathematics learning, namely: “control group”¸“concept”, “medium”, “subject”, “analysis”, and “ article” which is still rarely researched and is a theme in the renewal of research. This theme is used as reference material for further research.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43934734","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: 2

Work Safety Risk Analysis Using Hazard And Operability Study (Hazop) And Job Safety Analysis (Jsa) Methods In Cv. Xyz 运用危害与可操作性研究(Hazop)和工作安全分析(Jsa)方法分析Cv中的安全生产风险。Xyz

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-26 DOI: 10.33394/j-ps.v11i1.6593

Alivia Putri Trisnayanti, Yani Iriani

{"title":"Work Safety Risk Analysis Using Hazard And Operability Study (Hazop) And Job Safety Analysis (Jsa) Methods In Cv. Xyz","authors":"Alivia Putri Trisnayanti, Yani Iriani","doi":"10.33394/j-ps.v11i1.6593","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6593","url":null,"abstract":"CV XYZ is a company engaged in the production of fashion. The problem that occurs in CV XYZ is that there are still several cases of work accidents caused by the attitude of workers, the work environment and the tools used during the production process. The purpose of this study is to analyze the potential hazards and the causes of potential hazards, the risk of injury and even work accidents and provide suggestions for improvements to reduce the risk of work accidents so that control and prevention of hazards that arise in the work area can be carried out. The methods used in this research are Hazard and Operability Study (HAZOP) and Job Safety Analysis (JSA). Hazard and Operability Study (HAZOP) is a hazard identification approach in working environment conditions, existing facilities, equipment operation and overall production. Hazop looks for possible causes of accidents and determines the consequences of deviations that occur when a job is done. Job Safety Analysis (JSA) is the identification of hazards by taking into account unsafe act and unsafe conditions. This hazard identification method is carried out by studying a job to identify hazards and potential incidents associated with each step and used to find solutions and control existing hazards. Based on the results of data processing, it is known that the sources of hazards that exist or have the potential for work accidents are the attitudes of workers and the physical work environment and it is known that there are 30 identified hazards from 16 routine activities and 7 of them have the highest risk of intensity in causing hazards in the work area.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49120306","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

Characteristics of the Labi-labi Habitat (Amyda cartilaginea) in the Tawun Ngawi Tourism Park Tawun Ngawi旅游公园Labi Labi栖息地（Amyda cartilaginea）的特征

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-26 DOI: 10.33394/j-ps.v11i1.6815

Lutfiana Rahma Nurjanah, S. Sukarsono, H. Husamah

{"title":"Characteristics of the Labi-labi Habitat (Amyda cartilaginea) in the Tawun Ngawi Tourism Park","authors":"Lutfiana Rahma Nurjanah, S. Sukarsono, H. Husamah","doi":"10.33394/j-ps.v11i1.6815","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6815","url":null,"abstract":"Labi-labi is a type of soft shell turtle that lives in fresh water. Labi-Labi is also a semi-aquatic animal that often spends its life in the waters. The population of turtles in the wild is widely used by the community for sale or consumption. Therefore, over time, people made conservation efforts to prevent the extinction of the turtles. One of the turtle conservation is the Tawun Ngawi Tourism Park. This tourist park is one of the conservation of the turtles and also the artificial habitat of the turtles. As a place for the conservation of turtles, of course the Tawun Tourism Park must be in accordance with the natural habitat of the turtles. The existence of this study aims to determine the characteristics and suitability level of the artificial habitat in the Tawun Tourism Park area. Then the method of conducting this research was carried out by direct observation by measuring the existing biotic and abiotic parameters and analyzed according to the suitability of their natural habitat. So that the result is that the artificial habitat in the Tawun Ngawi Tourism Park has characteristics that are in accordance with the natural habitat of the turtles. Then the hope for further research needs to be explored further regarding the habitat characteristics of the labi-labi in the wild.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44799921","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

The Effect of Cooking Class on the Cognitive Abilities of Group a Kindergarten Children in Cluster IV Gedangan Sidoarjo District 烹饪班对格当干西多阿若区a组幼儿园儿童认知能力的影响

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-25 DOI: 10.33394/j-ps.v11i1.6714

Syifaul Adhimah, B. Bachri, M. Jannah

{"title":"The Effect of Cooking Class on the Cognitive Abilities of Group a Kindergarten Children in Cluster IV Gedangan Sidoarjo District","authors":"Syifaul Adhimah, B. Bachri, M. Jannah","doi":"10.33394/j-ps.v11i1.6714","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6714","url":null,"abstract":"This study aims to determine the effect of cooking class activities on the cognitive abilities of group A children in Cluster IV, Gedangan Sidoarjo District. This study uses a quasi-experimental design through a quantitative approach. The experimental design used was nonequivalent control group design. The subjects in this study were the children of group A RA Al Islah Karangbong with a total of 51 children as the experimental group and PAUD Tashwirul Afkar Karangbong with a total of 30 children as the control group. Data analysis techniques in this study used non-parametric statistics with the Mann Whitney Test. The results of this study indicate that \"there is an effect of cooking class activities on the cognitive abilities of Group A kindergarten children in Cluster IV Gedangan Sidoarjo District\" with a statistical value of Z = -4.076 with a significance level of 0.000 or less than 5%. This shows that there is an effect of cooking class activities on the cognitive abilities of Group A kindergarten children. Cooking class activities can be used as an interesting and fun learning reference for children in improving children's cognitive abilities because children get direct experience.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46499029","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

“Validasi Data Kependudukan” Apps as A Representation of Sustainable Public Governance “验证数据”应用程序作为可持续公共治理的代表

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-25 DOI: 10.33394/j-ps.v11i1.6592

S. A. Nulhaqim, N. A. Deliarnoor, Taqiya Arini Putri

{"title":"“Validasi Data Kependudukan” Apps as A Representation of Sustainable Public Governance","authors":"S. A. Nulhaqim, N. A. Deliarnoor, Taqiya Arini Putri","doi":"10.33394/j-ps.v11i1.6592","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6592","url":null,"abstract":"The era of digitalization has brought improvement and progress in various facets of public life, particularly in the aspect of public governance sustainability. However, as a social phenomenon, digitization in the governance process is inseparable from the population and civil registry conflicts which are intertwined. As a narrow practical example, the implementation of Validasi Data Kependudukan Apps in the Nanggerang Village of Sumedang Regency represents the empirical occurrence that digitalization represented by the Apps in the realm of public governance does not operate as expected, on the other hand, population and civil registry conflicts arise over the presence of the application implementation and its policies. This study aims to examine the application of “Validasi Data Kependudukan” in Nanggerang Village, Sumedang Regency as a social phenomenon representing sustainable public governance. A qualitative descriptive method with interview and empirical observation are conducted as analytical tool. In a conclusion, this study reveals that the existence of a Validasi Data Kependudukan Apps is the impact of the digitalization process in the government and is a derivative of the application that has been implemented in Sumedang Regency. Throughout the implementation process, there are problems with public awareness related to the existence of this application, causing conflicts between the government and the community itself in terms of managing population documents. Accommodation is an obstacle to existing awareness problems and has an impact on the ideals of sustainable public governance.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41446246","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

Utilization of Microsoft Power Point Applications as Physics Learning Media Interactive On Diode Material 利用Microsoft Power Point应用程序作为物理学习媒体在二极管材料上的互动

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-21 DOI: 10.33394/j-ps.v11i1.6605

A. Abdin, K. Kasman, Asrun Safiuddin, L. Rusman

{"title":"Utilization of Microsoft Power Point Applications as Physics Learning Media Interactive On Diode Material","authors":"A. Abdin, K. Kasman, Asrun Safiuddin, L. Rusman","doi":"10.33394/j-ps.v11i1.6605","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6605","url":null,"abstract":"This study aims to provide new innovations in the use of Microsoft Power Point applications as interactive physics learning media on diode material. In addition, it motivates physics teachers to use technology in the implementation of learning in class. The target of this research is in the form of products resulting from the use of the Microsoft PowerPoint application as an interactive physics learning medium on diode material. This research method is research and development using a development model consisting of five stages, namely: (1) preliminary investigation; (2) design (3) realization/construction (realization/construction); (4) test, evaluation, and revision (test, evaluation, and revision); (5) implementation (implementation). The results of this study are the creation of interactive physics learning media through power point applications with the plomp model known as 5 stages, namely the initial investigation stage, design, realization/construction, test evaluation and revision and implementation. Power point interactive learning media is generally declared feasible to use after going through several trials carried out with material expert tests, media expert tests by looking at the results of the assessment of the two validators with a value obtained of 77.50 including the valid category for material experts and media experts obtaining a score of 78.46 is included in the valid category. It can also be seen that the effectiveness of learning media through the ability of student learning outcomes with a pretest score of 64.00 and a posttest score of 84.00 shows a significant increase in student learning outcomes.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44530218","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

Development of Impulse and Momentum Teaching Materials Using the Inquiry-Discovery Learning Model to Train Students' Creativity 运用探究-发现学习模式开发《冲动与动力》教材培养学生的创造力

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-21 DOI: 10.33394/j-ps.v11i1.6606

Siti Rahmah, M. Mastuang, D. Dewantara

{"title":"Development of Impulse and Momentum Teaching Materials Using the Inquiry-Discovery Learning Model to Train Students' Creativity","authors":"Siti Rahmah, M. Mastuang, D. Dewantara","doi":"10.33394/j-ps.v11i1.6606","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6606","url":null,"abstract":"This research is motivated by the importance of creativity abilities based on the objectives of the 2013 Curriculum. Therefore, the purpose of this study is to describe the feasibility of impulse and momentum teaching materials using the inquiry-based discovery learning model to train students' creativity. This type of research is research and development with the ADDIE model. Data were obtained through an instrument validation sheet, a lesson plan implementation sheet, and THB. Data were analyzed descriptively qualitatively, averagely, and N-gain. The results showed: (1) teaching materials were valid because the validity of the lesson plans was 3.44; teaching materials of 3.46; LKPD of 3.45; and THB of 3.42 in the very valid category, (2) teaching materials including practical because the RPP component can be implemented in a very practical category, (3) teaching materials including effective because the N-gain value is 0.69 in the medium category. Thus, the teaching materials of the inquiry-discovery learning model that have been developed are feasible to train students' creativity and can be applied in physics learning.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43177973","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: 1

Teachers' Perceptions about the Implementation of Independent Learning Curriculum in Science Education 教师对科学教育实施自主学习课程的认识

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-21 DOI: 10.33394/j-ps.v11i1.6728

A. Sijabat, Palma Juanta, Revi Gina Gunawan, L. Lufri, A. Asrizal, H. Hardeli

{"title":"Teachers' Perceptions about the Implementation of Independent Learning Curriculum in Science Education","authors":"A. Sijabat, Palma Juanta, Revi Gina Gunawan, L. Lufri, A. Asrizal, H. Hardeli","doi":"10.33394/j-ps.v11i1.6728","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6728","url":null,"abstract":"This study aims to: Describe teachers' perceptions about the implementation of the independent learning curriculum in science education and describe the constraints felt by teachers in implementing the independent learning curriculum as well as solutions to overcome these obstacles. This type of research is a case study. The sample in this study was a science teacher at SMP DR Wahidin Sudirohusodo Medan, who were selected using a purposive sampling technique and developed using a snowball sampling technique. Data collection was carried out through interviews and questionnaires. Data analysis techniques were carried out in an interactive descriptive manner. The results of this study indicate that the teacher's perception is positive because they welcome the implementation of the independent learning curriculum, supported by adequate socialization and training so that they can apply the concept of learning science in accordance with the independent learning curriculum. Constraints experienced by teachers in the form of technical and non-technical constraints. There are several factors that become obstacles, namely, the first is the inadequate quality of the teacher's human resources, the second is that the facilities and learning resources are minimal or the infrastructure is inadequate and the teacher is clueless, the third teacher is comfortable with the old standard and has no experience in learning independent study.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45280153","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: 1

Optimization of Support Vector Machine Algorithm Using Stunting Data Classification 基于惊人数据分类的支持向量机算法优化

Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Pub Date : 2023-01-20 DOI: 10.33394/j-ps.v11i1.6619

Saraswati Yoga Andriyani, M. S. Lydia, S. Efendi

{"title":"Optimization of Support Vector Machine Algorithm Using Stunting Data Classification","authors":"Saraswati Yoga Andriyani, M. S. Lydia, S. Efendi","doi":"10.33394/j-ps.v11i1.6619","DOIUrl":"https://doi.org/10.33394/j-ps.v11i1.6619","url":null,"abstract":"Several studies from Indonesia reveal that malnutrition and stunting are still severe concerns to be addressed in the future. The complexity of the problem of stunting or nutritional status requires the responsibility of all parties, including science and technology. The issue of monitoring and data collection related to stunting or the nutritional status of children in Indonesia, especially Medan City, North Sumatra Province, is an essential factor in determining the calculations carried out by each Community Health Center with many attributes. Currently, the Support Vector Machine method is a solution to increase government intervention's effectiveness in classifying malnutrition and stunting. However, the Support Vector Machine algorithm still needs to improve, namely the difficulty of selecting the right and optimal features for the attribute weights, causing a low prediction accuracy. Therefore, researchers aim to optimize the Support Vector Machine Algorithm with Particle Swarm Optimization using Linear, Polynomial, Sigmoid, and Radial Basic Function kernels. The results were obtained from research utilizing nutritional status data, that performance in improving the Support Vector Machine algorithm based on Particle Swarm Optimization using four kernel tests, namely Linear, Polynomial, Sigmoid, and Radial Basic Function obtained different results, not all kernels in this study can improve accuracy well. The best performance is using the Radial Basic Function kernel with an Accuracy value of 78%, Precision of 89%, Recall of 66%, and F1-Score of 72%, so it is feasible for accurate information regarding the classification of nutritional status.","PeriodicalId":33562,"journal":{"name":"Prisma Sains Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48090315","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: 1