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Huswatun Hasanah; Sugiman Sugiman

International Journal of Educational Development 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study aims to identify students' learning obstacles in the process of understanding one-variable linear equations in grade VII, develop an appropriate learning trajectory using a Realistic Mathematical Education (RME) approach, and produce an effective learning design to reduce these obstacles through generative models. The research adopts a design research methodology consisting of three main stages. The first stage, preparation for the experiment, includes a literature review and analysis of teachers’ instructional practices to develop a Hypothetical Learning Trajectory (HLT) for one-variable linear equations. The second stage, design experiment, involves testing the designed learning activities through a pilot experiment and teaching experiment. The third stage, retrospective analysis, compares actual classroom observations with the initial HLT to refine and validate the learning trajectory. The research subjects include seven grade VII students in the pilot experiment and 44 students from SMP Negeri 2 Mataram in the teaching experiment. Data collection methods include tests, observations, interviews, and documentation, with retrospective analysis used to generate a validated Local Learning Trajectory (LLT). The findings reveal several epistemological obstacles experienced by students, such as difficulties in applying fundamental arithmetic concepts (addition, subtraction, multiplication, division) within the context of linear equations. Students also struggled with concept recognition, representation, and interpretation of linear equations in various forms. The developed LLT proved effective, as students demonstrated improved understanding and were able to follow the learning sequence meaningfully. Retrospective analysis confirmed that the LLT successfully addressed and reduced students’ learning obstacles in mastering one-variable linear equations.

Selpi Selpi; Nunung Suryana Jamin; Sulastya Ningsih

Inovasi Pendidikan dan Anak Usia Dini 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The problem in this study is to determine what is the effect of the number tube game on the symbolic thinking ability of 4-5 year olds. The aim is to reveal whether there is a number tube game on the symbolic thinking ability of 4-5 year old children at Menara Laut State Kindergarten, Leato Utara Village, Dumbo Raya District, Gorontalo City. The type of research used is a quantitative experiment. The subject of this study is how to determine the effect of the number tube game. The method used in this study is the observation and documentation method. Based on the results of the observation, it was found that the symbolic thinking ability in recognizing numbers in children has not developed optimally. Although teachers have tried to introduce numbers, most children still have difficulty in naming, ordering, and writing numbers. Children also need teacher assistance to understand numbers 1-10 and distinguish between certain numbers such as 6 and 9. Therefore, a more effective and fun learning strategy is needed to help children understand the concept of numbers symbolically. In this case, it can be concluded that improvements through the application of the number tube game. This game was chosen because it is simple, easy to use, and in accordance with the characteristics of early childhood. Through a play-while-learning approach, children are expected to be able to recognize numbers more easily.

Nabila Nurfuaida Yahya; Muhammad Suwignyo Prayogo; Anissa Putri Ramadhania

Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study investigates the effect of added sugar on the stability of soap bubbles through a hands-on science activity titled “Magic Bubbles” conducted with third-grade students at SDN 1 Karangrejo. The activity was implemented collaboratively, where students observed, experimented, and drew conclusions together under teacher guidance, without the use of individual worksheets. Using a participatory observation method, the research described students’ engagement, reactions, and learning behavior during the process. Findings revealed that soap bubbles containing added sugar demonstrated greater stability and a longer lifespan compared to those without sugar. Students showed high levels of enthusiasm, curiosity, and active participation throughout the experiment. The activity not only fostered engagement but also enhanced students’ gross motor coordination, observation skills, and early scientific reasoning. Furthermore, it encouraged cooperative learning and communication among peers. The results highlight the effectiveness of simple laboratory-based learning as a medium to introduce scientific inquiry at the elementary level. The “Magic Bubbles” activity aligns with the inquiry-based learning approach in science education, emphasizing direct experience, experimentation, and concept discovery through observation and guided reflection. This study demonstrates that contextual, play-based science activities can meaningfully improve motivation and conceptual understanding among young learners.

Amir Hamzah; Jamilatul Badriyah

Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study compares the performance of two deep learning models, namely Convolutional Long Short-Term Memory (ConvLSTM) and Long-term Recurrent Convolutional Network (LRCN), in the task of recognizing human activity from videos. Human activity recognition is an important field in computer vision with many applications, such as security monitoring, human-computer interaction, and social media-based video analysis. ConvLSTM is a model that combines convolution operations with long-term memory LSTM, thus capable of capturing spatial and temporal information simultaneously. This approach is ideal for processing video data sequences that have spatial and temporal dimensions. On the other hand, LRCN combines the power of spatial feature extraction from Convolutional Neural Network (CNN) and temporal sequence modeling through Recurrent Neural Network (RNN), specifically LSTM, to understand movement patterns in videos. The study used the UCF50 dataset consisting of 50 activity classes, but was limited to five classes for the focus of the experiment. The dataset was divided into 80% for training and 20% for testing, and the model was drilled for 50 epochs using early stopping to prevent overfitting. The results show that both models have high training performance. ConvLSTM achieved a training accuracy of around 98% and a validation accuracy of 90%, while LRCN achieved a training accuracy of 99.5% and a validation accuracy of 88%. Although ConvLSTM demonstrated good stability on the validation data, further testing using TikTok videos as real-world data showed that LRCN had a higher confidence level in recognizing activities, with most predictions achieving confidence scores above 80%. This difference in performance indicates that while ConvLSTM excels in generalizing on training data, LRCN is more robust to real-world data variations.

Yulia Sukmiyanti; Suryani Suryani; Mia Audina Musyadad

Jurnal Pendidikan Dirgantara 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The rare of English in Indonesia in communicating in everyday life one of the reasons students have difficulty in memorizing and understanding English. Because of this, the author made a study that aims ti find out how much influence the Total Physical Response (TPR) learning method hason the learning outcomes of fourth grade elementary school students at SDN Lemah Duhur III. This research uses a quantitative approach with a pretest-posttest experiment. Giving pretest ang posttest question, student interviews and observations during learning took place as a source of data that researchers obtained. A total of 10 fourth grade students who participated in English learning activities in memorizing and understanding Engtlish using the TPR method became research subjects. The research show the results of significant increase between before using the TPR methode and after using TPR method.

Putri Amelia; Yudi Wijanarko; Sabilal Rasyad

Jurnal Riset Rumpun Ilmu Teknik 2025 Pusat riset dan Inovasi Nasional

This research aims to monitor the performance of a 2x100Wp Solar Power Plant (PLTS) using the parameters of current, power, and solar intensity. The monitoring system is designed to record and analyze the electrical output of the solar panel in real-time. The experimental method is used by collecting data directly through current and voltage sensors, as well as light sensors connected to a microcontroller. Data was collected to see the relationship between solar intensity and electrical power generated. The test results show that the intensity of the sun greatly affects the amount of current and power generated by the solar panel. This monitoring system can be a tool for learning and analyzing the performance of small-scale solar power systems in a laboratory environment.

Noeroel Arham; Erna Fitria; Adella Safitry; Rismaliza Rismaliza; Hizqia Azzura +3 more

Jurnal Pengabdian Kepada Masyarakat 2025 Pusat Riset dan Inovasi Nasional

This report aims to identify and address the problem of stunting in prospective brides and grooms in the Piyeung Health Center area, Aceh Besar. Stunting is a serious health problem that can affect the growth and development of children. Through the counseling activities carried out, the author seeks to increase the knowledge and awareness of prospective brides and grooms regarding the importance of good nutrition before and during pregnancy to prevent stunting. The methodology used in this report is Quasy Experiment. The results of this activity indicate an increase in understanding of nutrition and reproductive health among prospective brides and grooms. The conclusion of this report emphasizes the importance of appropriate and sustainable nutritional interventions to prevent stunting, as well as the need for support from various parties to improve the quality of public health. It is hoped that this report can be a reference for related parties in efforts to prevent stunting in the future.

Rizka Fadhilah Daulay; Mira Yanti Lubis; Hopman Daulay

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The aim of this research is to determine: (1) the social development of children in PAUD Prima Pertiwi using bullying educational videos, (2) the influence of bullying educational videos on the social development of early childhood in PAUD Prima Pertiwi, Sayur Mahincat village. This research uses a quantitative approach with an experimental type of research. The research design used a one-group pretest-posttest type pre-experiment. The instruments used consisted of observations, interviews and tests. The data analysis technique uses descriptive statistics and carries out conditional tests, namely the normality test and homogeneity test. Test the hypothesis using the "t" test. The results of the research show that: (1) The social development of early childhood in PAUD Prima Pertiwi, Sayur Mahincat village is going well, this can be seen from the results of observations in the pretest and posttest. The pretest obtained an average of 11.9, while the posttest obtained an average of 19.8. From these results, there was a very significant increase from the pretest observation results to the posttest observation results. (2) The results of the "t" test calculation obtained tcount = 7.97 when compared with ttable at a 95% confidence level or 5% error rate with degrees of freedom (db) = N – k = 20 – 2 = 18 obtained ttable 2.10 . If the value of tcount = 7.97 is compared with ttable = 2.106 then it is known that tcount is greater than ttable, (7.97 > 2.106). This means that the proposed hypothesis is accepted as true. This means that there is an influence between bullying educational videos on the social development of early childhood at Prima Pertiwi PAUD Sayur Mahincat village.

Aswar Aswar; Ali Mahmudi

International Journal of Educational Development 2025 Asosiasi Periset Bahasa Sastra Indonesia

This study was aimed to describe: (1) the effectiveness of learning with a blended learning model using scientific (2) the effectiveness of scientific approach; and (3) the difference in the effectiveness of learning with a blended learning model using scientific approach and learning using scientific approach in terms of critical thinking, and learning independence of mathematics students in high school. The research type is quasi-experiment. The population was all 11th grade students of SMA in semester II of 2024/2025. The sample was established randomly consisting of class XI MIA 2 as the experiment class and XI MIA 1 as the control class. The data collection method uses research instruments in the form of a Learning Independence Test of 15 multiple choice questions, a Critical Thinking Test of 4 descriptive questions, and a Learning Independence Questionnaire of 20 statement, administered as pretests and posttests. To assess the effectiveness of blended learning with a scientific approach and the scientific approach alone, a one-sample mean vector test was conducted, followed by a one-sample t-test. Differences in effectiveness were analyzed using an independent two-sample mean vector test (T² Hotelling). If analysis revealed significant differences between the two classes, an independent sample t-test for comparison was conducted. The results showed that: (1) learning with blended learning model using scientific approach is effective in terms of critical thinking, and independence of learning mathematics of high school students; (2) learning using scientific approach is effective in terms of critical thinking, and independence of learning mathematics of high school students; and (3) learning with blended learning model using scientific approach is more effective than learning using scientific approach in terms of critical thinking, and independence of learning mathematics of high school students.

Gusti Hadiatus Solehah

Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa 2024 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study aims to examine the understanding of students at Madrasah Ibtidaiyah Ihya Ulumiddin Banjarmasin regarding acid-base reactions through experiments using simple materials, namely vinegar and baking soda. The method used is qualitative research with a case study approach, where data is collected through observation, interviews, and documentation during the experiment. This research involves a number of fourth-grade students as research subjects. The results show that most students understand the basic concepts of acid-base reactions, such as color changes and gas bubble formation, although there are still some difficulties in explaining the relationship between reactants scientifically. This study provides an overview of the potential and challenges in teaching basic chemistry concepts at the Madrasah Ibtidaiyah level, and suggests a more interactive learning approach to enhance student understanding.

Kadhim Al-Abboodi, Mohammed; Fakhfakh, Mondher

International Journal of Economics, Management and Accounting 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The research aims to measure the effectiveness of a training program according to the dimensions of professional motivation for accountants and its impact on improving job satisfaction by verifying the validity of the following null hypothesis: "There is no statistically significant difference at a significance level of (0.05) between the average scores of the experimental group who will undergo training in the program prepared according to the dimensions of professional motivation, and the average scores of the control group who will not undergo training in the training program in job satisfaction." To achieve the objectives of the research, the researchers used the experimental design with two equivalent groups (experimental and control), as (42) accountants were selected randomly (by lottery) as a sample for the research from the accountants affiliated with the General Directorate of Education in Qadisiyah for the academic year (2024 - 2025), with (21) accountants for the experimental group and (21) accountants for the control group. The training program was built according to three stages (planning, design, evaluation), and then the accountants of the experimental group were trained for (11) days with two sessions per day using the training program according to the dimensions of professional motivation. The researcher also prepared a scale for technical enlightenment of the multiple-choice type (40 paragraphs), and their validity and stability were verified, as the stability coefficient for the scale test reached (0.91) and the stability coefficient for the observation card reached (0.87), for the scale test (0.89) and they were applied after the end of the experiment. The researcher used the statistical program SPSS. The accountants of the experimental group outperformed the accountants of the control group in the job satisfaction scale test, and in light of the research results, the researcher recommended the possibility of adopting the training program prepared according to the dimensions of professional motivation.

Kadhim Al-Abboodi, Mohammed; Fakhfakh, Mondher

International Journal of Economics and Accounting 2024 International Forum of Researchers and Lecturers

The research aims to build a training programme according to the dimensions of the professional motivation of accountants and its impact on the development of technical Literacy by verifying the validity of the following null hypothesis: "There is no statistically significant difference at the level of significance (0.05) between the average scores of accountants of the experimental group and those who will subject accountants to the training programme based on the dimensions of professional motivation and the average scores of accountants for the control group who will not subject accountants to training in the training programme in technical Literacy.To achieve the objectives of the research, the researchers used the experimental design with two equivalent groups (experimental and control), as 42 accountants were randomly selected (by lot) as a sample for research from the accountants of the General Directorate of Education of Qadisiyah for the academic year 2024-2025, by 21 accountants for the experimental group and 21 accountants for the control group.The training programme was built according to three stages (planning, design, evaluation), and then trained accountants of the experimental group for a period of (11) days by two sessions per day using the training programme according to the dimensions of professional motivation, and the researcher prepared a scale for technical Literacy of the type of multiple choice (40 items), and their sincerity and stability were verified, as the stability coefficient for testing the scale reached (90, 0) and the stability coefficient of the observation card was (0.86), for the scale test (0.89) and they were applied after the end of the experiment. And the researcher used the statistical programme SPSS.The accountants of the experimental group outperformed the accountants of the control group in the scale test, and in light of the results of the research, the researcher recommended the possibility of adopting the training programme prepared according to the dimensions of professional motivation.

Cut Nadia Muji Rahmah; Aisyah Inka Putri Lubis; Tengku Syarfina; Rahmadsyah Rangkuti

Publikasi Para ahli Bahasa dan Sastra Inggris 2024 Asosiasi Periset Bahasa Sastra Indonesia

Intonation is one of the acoustic features that is highly emphasised by English learners worldwide, including Chinese EFL and Indonesian EFL speakers. The primary focus of the research is to compare variations in intonation between Chinese EFL and Indonesian EFL speakers while at the same time observing the other two acoustic features, which are intensity and duration. To make this research more comprehensive, a native English speaker’s pronunciation was also included to set the standard of English pronunciation. The data was visualised using the phonetic software PRAAT following the experiment. The findings indicate that Indonesian EFL speakers exhibit intonation patterns more similar to native English speakers compared to Chinese EFL speakers, although the specific intonation differences from native speakers remain evident. Learning about phonetic theory and adjusting intonation with the help of visual phonetic software are both effective ways to address this issue.

Ayu Gandari Sipayung; Sandy Ariawan; Grecetinovitria Butarbutar

Tri Tunggal: Jurnal Pendidikan Kristen dan Katolik 2024 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Based on the observation, a problem was found regarding the lack of interest in learning Christian Religious Education and Character Education in class V of SD Negeri 174552 Tambunan. This is due to the difficulty of students in understanding the learning material. This study aims to determine the effectiveness of learning using visual media compared to learning using conventional media. The type of experimental research used is Quasi Experiment. Class V-A is the experimental class and class V-B is the control class. The dependent variable in this study is the interest in learning Christian Religious Education and Character Education and the independent variable is visual media. The data collection technique used a questionnaire. The results of the study used data from the initial test scores (Pretest) and the final test (Posttest). The results of the study showed that the use of visual media in the experimental class was more effective than the use of conventional learning media in the control class. The results of the t-test in the experimental class showed tcount (7.74) > ttable (2.01) H0 was rejected. The results of the t-test in the control class showed tcount (0.52) < ttable (2.01) H0 was accepted. Then N-Gain obtained the average N-Gain in the experimental class 0.37, in the control class the average N-Gain 0.03. The results of the N-Gain t-test of the experimental and control classes showed t count (10.29) > t table (2.01) H0 was rejected. The conclusion of this study is that learning using visual media is more effective than learning using conventional media.    

Prisca Aglisia Christy; Syadzadhiya Qothrunada Zakiyayasin Nisa

Venus: Jurnal Publikasi Rumpun Ilmu Teknik 2024 Asosiasi Riset Ilmu Teknik Indonesia

IPAL sludge in the Industrial Estate until now has not been able to be utilized properly, the utilization of IPAL sludge into flower pots is one of the efforts to overcome the problem of IPAL sludge waste. The purpose of this study was to determine the variations in each experiment, the characteristics of flower pots from IPAL sludge in each experiment, and the difference in ratios in each experiment. The method used is the solidification methods, which is the process of adding materials that can solidify waste to form a solid waste mass. Experiments were conducted with different mixtures of old newspapers, water, and cement to produce optimal flower pots. Of the three experiments that have been carried out, all experiments were carried out successfully and obtained the same ratio results, but have different characteristics. The implementation of this method is expected to be an example of sustainable waste management and provide benefits to the environment and society, and has the potential to support farming activities and can be a superior product in the handicraft business.  

Agus Susanti; Anggraini Oktapia; Sofia Daniati

Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode 2024 Akademi Kesejahteraan Sosial Ibu Kartini Semarang

Korespondensi: susanti@aksibukartini.ac.id Abstract. A hairclip is a hair extension that is later woven or clamped into real hair. Hairclips give a thick effect to hair. Hair clips are made from synthetic materials, one of which uses organic materials from pineapple leaf fiber waste. The aims of this research are: 1) to know the process of making hairclips using pineapple leaf fiber 2) to know and validate hairclip products using pineapple leaf fiber 3) to know the public's acceptance of hairclips using pineapple leaf fiber. The methods in this research are observation, literature, experiments, documentation, interviews and questionnaires. The experiment was carried out at Ds. Jangkungharjo RT.01 RW.01 Kec. Brati District. Grobogan, Central Java. The experiment was carried out three times, namely by coloring 1) Staining Pineapple Leaf Fibers Using Clothes Dye 2) Staining Pineapple Leaf Fibers Using Color Spray 3) Staining Pineapple Leaf Fibers Using Hair Dye. Product validation is carried out by three validators through sensory tests. The product validation results are the products in the first experiment. The results of the public test conducted on 60 respondents were that the public's level of liking for the product was 3.32, they were interested in the color of the hairclip, the level of liking for the texture was 3.17, the level of ease of use was 3.45 and the level of liking for the aroma of  the hairclip was 3.12. The conclusion is that overall public acceptance is 3.26 with the description category like score. Repairs need to be made so that the hair remains strong and does not break or fall out easily and tools are needed to make the fiber making process easier..    

Ayu Halimatus Sakdiyah; Dita Yuliastrid; Noortje Anita K; Indra Himawan Susanto

Jurnal Inovasi Riset Ilmu Kesehatan 2024 Pusat Riset dan Inovasi Nasional

Gross motor skills are the ability to move the body using large muscles, most or all of the body's gross motor skills are needed by children to sit, kick, run, go up and down stairs. The aim of this research is to determine the effect of walking on a boardwalk on gross motor development in children aged 5-6 years. The method used in this research is quasi-experiment. The design of this research is pretest and posttest (the one group pretest posttest design). This research was conducted at the Asfiyah Lidah Wetan Islamic Kindergarten, Lakarsantri District, Surabaya, East Java. The practice time in the field is 7 weeks with a training duration of 2 times per week. The population in this study were all students at Asfiyah Islamic Kindergarten who were active in walking on the boardwalk with a total of 45 students. The sampling technique in this research is total sampling, namely a sampling technique with the number of samples equal to the population. The research instruments that I carried out were using tests of walking forward with arms outstretched, walking sideways with arms outstretched, walking forward with hands on the waist, walking forward with hands folded in front of the chest, and standing on one leg in an airplane stance. The collection technique in this study used Wilcoxon. The conclusion in this study shows that there is a significant Sig (2-tailed) influence of the activity of walking on the boardwalk on the gross motor development of children aged 5-6 years at the Asfiyah Lidah Wetan Islamic Kindergarten using the outstretched hands forward walking test, walking sidewaysarms outstretched, walking forward with hands on your waist, walking forward with your hands folded in front of your chest, and standing on one leg in an airplane stance. It is proven that the Sig value. (2-tailed) of the five indicators < 0.05.    

Wibowo, Tony; Hardiwinata, Harley

JURNAL ILMIAH KOMPUTER GRAFIS 2023 UNIVERSITAS STEKOM

The Video Game Industry is a subsidiary of the entertainment industry that is still growing. Video Games come in different genres and have unique experiences for every player. One of those unique games is the souls-like genre. The souls-like genre is games designed with a high difficulty level, with a dedicated fanbase that loves games with these genres. In this research, we would like to conduct research about Challenging Gameplay and Its Impact on Player Motivation in Gaming. In this research we used the experimental method to observe players’ reaction during the experiment and followed up with an interview. This experiment's result shows that participants who experience setbacks & defeat multiple times still show interest towards playing a game that has challenging gameplay outside of this experiment.

Cindy Edyningrum Akbar; Any Sutiadiningsih; Lilis Sulandari; Ila Huda Puspita Dewi

Journal of Creative Student Research 2023 Pusat Riset dan Inovasi Nasional

Mung bean and sago composite flour cookies are cookies made from the main raw material of wheat flour which is composited with mung bean and sago flour to reduce the use of wheat flour and to increase nutritional content. This experiment aims to determine 1) the sensory quality of mung bean and sago composite flour cookies including shape, color, aroma, crispness, crumb, and taste 2) chemical properties based on laboratory tests which include carbohydrates, protein, fat, ash, and fiber 3) the cost of raw materials for mung bean and sago composite flour cookies. This type of research is a factorial experiment. The independent variable was the proportion of mung bean composite flour (35%, 25%, and 15%) and sago (15%, 25%, and 35%) that had gone through the starch calculation stage. The dependent variable is sensory quality which includes shape, color, aroma, crispness, crumb, and taste. The control variables of this study include the type of materials and equipment. Observation data collection technique by means of sensory quality test conducted by 35 panelists. Data analysis used single anova test and continued with Duncan test.  The results showed 1) there was an influence on the sensory quality of composite flour cookies which included aroma, crispness, crumb, and taste 2) there was no influence on sensory quality in shape and color 3) the best product had a raw material cost of Rp 8,473/250 grams.    

Muhammad Fikri Bachruddin Patty; Any Sutiadiningsih; Niken Purwidiani; Mauren Gita Miranti

Journal of Creative Student Research 2023 Pusat Riset dan Inovasi Nasional

This research is about fish meatballs using the main raw material of tuna which is proportioned with shrimp to help give more taste and be able to increase the nutritional quality content of the product and the addition of clover puree is expected to be able to increase the nutritional content and also be able to increase the potential for rare local ingredients. used. The purpose of this study was to determine 1) the sensory quality of fish balls with the proportion of tuna and shrimp and the addition of cloverleaf puree 2) the nutritional and non-nutritional content based on laboratory tests including protein, carbohydrates, fat, water, ash, calcium and potassium 3) cost raw material for fish balls. This type of research is an experiment. Observation data collection techniques by means of sensory quality tests were carried out by 35 panelists. The independent variables in the study were the proportions of tuna and shrimp (80%:20%), (70%:30%) and 60%:40%) and clover puree (5% and 10%). The dependent variable of the research is sensory quality including shape, color, texture, elasticity, aroma, and taste. The control variables in this study include the types of materials, equipment and processing techniques. Data analysis used double anova test and Duncan's further test. The results showed 1) there was an effect on the sensory quality of making fish balls with the proportion of tuna and shrimp with the addition of cloverleaf puree including color, aroma and taste. 2) there is no effect on the sensory quality of shape, texture, and elasticity of the meatballs. 3) the selected product contains nutrition equal to or greater according to SNI 2017 including protein content 8.11%/100gr, fat 3.86%/100gr, water 36.58%/100gr, carbohydrates 49.88%/100gr, ash 1 .24%/100gr, calcium 75.80 mg/100 gr, potassium 86.90 mg/100 gr 4) the best product has a raw material cost of IDR 56,450.