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Implementasi Algoritma Machine Learning dalam Kompresi Citra Foto Sumbu Filosofi Yogyakarta: Implementation of Machine Learning Algorithm in Axis Photo Image Compression Yogyakarta Philosophy Sahria, Yoga; Pasa, Ike Yunia; Sudira, Putu
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 5 No. 1 (2025): MALCOM January 2025
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/malcom.v5i1.1615

Abstract

Proses kompresi citra merupakan salah satu teknik yang esensial dalam mengelola data visual, terutama dalam konteks pelestarian dan digitalisasi warisan budaya. Penelitian ini membahas penerapan algoritma K-means dalam kompresi citra foto Sumbu Filosofi Yogyakarta, yang meliputi kawasan-kawasan bersejarah dan simbolis dari Kraton Yogyakarta hingga Panggung Krapyak. Algoritma K-means digunakan untuk mengurangi jumlah warna dalam citra, yang bertujuan untuk mengurangi ukuran file tanpa mengorbankan kualitas visual yang signifikan. Hasil penelitian menunjukkan bahwa algoritma K-means efektif dalam kompresi citra dengan menghasilkan ukuran file yang lebih kecil dan tetap mempertahankan detail penting dari objek bersejarah. Studi ini juga menyoroti keuntungan dan keterbatasan dari metode kompresi ini dalam konteks pelestarian digital dan penyebaran informasi budaya. Dengan demikian, penggunaan algoritma K-means dapat menjadi solusi yang efisien untuk manajemen data visual dalam upaya konservasi dan promosi warisan budaya Yogyakarta.
Generic green skills: maturity level of vocational education teachers and students in Indonesia Mutohhari, Farid; Sudira, Putu; Pardjono, Pardjono; Suyitno, Suyitno; Warju, Warju; Isnantyo, Fajar Danur; Majid, Nuur Wachid Abdul
International Journal of Evaluation and Research in Education (IJERE) Vol 14, No 1: February 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijere.v14i1.29191

Abstract

Vocational education (VE) is one of the institutions that must answer environmental problems by providing green job skills to its students. However, VE in Indonesia still experience various obstacles in providing this provision, so the aim of this research aims to analyze the extent of the level of green skills (GS) in teachers and students in this country, which includes the dimensions of cognitive, interpersonal and intrapersonal competence as an illustration for developing a priority scale for improvement. In addition, examining the differences and correlations between dimensions and the contribution of dimensions to GS as a whole is an additional goal. The survey method was carried out using a generic GS questionnaire instrument in VE that have Adiwiyata status. Data were analyzed using three stages: descriptive analysis, ANOVA-post hoc Tukey test, and path analysis. As a result, students’ GS still show a low category, while teachers get a high category. Between dimensions show no significant differences. Finally, all competencies have a significant relationship and can construct overall GS. These results indicate that there is still a need to strengthen teacher competencies in GS-based learning management and strengthen collaboration with all levels of society.
The Role of Teacher in Industry 5.0, Technology, and Social Capital in for Vocational High School Graduates in School-to-Work Transitions Utami, Pipit; Fajaryati, Nuryake; Sudira, Putu; Ismail, Mohd Erfy; Maneetien, Nopadon; Felestin, Felestin
Elinvo (Electronics, Informatics, and Vocational Education) Vol. 9 No. 1 (2024): Mei 2024
Publisher : Department of Electronic and Informatic Engineering Education, Faculty of Engineering, UNY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/elinvo.v9i1.72485

Abstract

The large number of graduates who lack the skills needed for the workplace makes it difficult for them to find employment. This study aims to analyze the influence of teachers, technology, and social capital in preparing vocational school graduates for their first jobs. Participants came from five districts in Yogyakarta, including state and private VHS with engineering expertise, including 25 teachers and 99 students. The research steps involve conducting literature reviews, focus group discussions, and data collection via questionnaires. The results show that: (1) the stability of choosing a career that is in line with their education for graduates who study further is better than graduates who work or are entrepreneurs; (2) the measurement model showed valid and reliable results: outer loading (0.702 -0.967), AVE ³ 0.5, Cronbach's alpha ³ 0.7, Fornell-Larcker criterion, and HTMT ratio. The structural model using the SRMR is 0.078 (good fit); (3) With p-value 0.000 (sig < 0.05), there is direct significant influence between TCR -> TGR (f2 0.897), TCR -> SCR (f2 0.638) with large effect, and TCR -> STWT (f2 0.310), TGR -> STWT (f2 0.189), SCR -> STWT (f2 0.267) with medium effect and the indirect influence (TCR -> STWT), which is mediated by TGR and SCR. The role of the teacher (TCR) has a significant impact on optimizing the role of technology (TGR) and social capital (SCR) in the STWT effectivity. The role of teachers, technology, and social capital all have significant and medium effects on the STWT smoothness. This is in line with the concept of Industry 5.0, specifically integration. Education in the Industry 5.0 era is dependent not just on the contributors' roles but also on integration.  
Comparison of Student Learning Outcomes in Terms of ‘Digital Immigrant-Native’ Teachers Learning Methods Taku Neno, Khatrin Juliani; Sudira, Putu; Daryono, Rihab Wit
Journal of Education Reseach and Evaluation Vol 6 No 1 (2022): February
Publisher : LPPM Undiksha

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (553.121 KB) | DOI: 10.23887/jere.v6i1.37759

Abstract

As technology continues to evolve, the gap between those who have grown up with technology (digital natives) and those who have not (digital immigrants) continues to widen. Therefore, this research aims to analyze the comparison of students learning outcomes taught by two different groups of teachers from different generation (digital native and digital immigrant). The subjects of this research were 10th-grade students in the Department of Computer and Network Engineering at Vocational High School. The total of the research respondents were 60 students. This research was using a quantitative approach with a comparative method. The data collected was the form of a questionnaire and a summary of the scores in the last semester. The results of the independent sample t-test obtained a Sig. (2-tailed) value of 0.065 > 0.05, so the decision making in the Independent Sample t-test, concluded that the null hypothesis (Ha) was accepted and the alternative hypothesis (Ha) rejected. Ho is a hypothesis which states that there is no correlation or influence between variables and other variables, while Ha is a hypothesis which states that there is a correlation or influence between variables and other variables. Based on the research result, it means that there is no difference in learning outcomes between students taught by digital immigrant teacher and digital native teacher. This research proves that digital native teachers and digital immigrant teachers are equally qualified.
The Perceptions of Vocational School Students of Video Animation-Based Learning Media to Operate Lathes in Distance Learning Kusuma, Wahyu Mustafa; Sudira, Putu; Hasibuan, Mhd Akbar; Daryono, Rihab Wit
Journal of Education Technology Vol. 5 No. 2 (2021): May
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v5i2.33139

Abstract

SMK has the challenge of implementing meaningful distance learning using animated video media according to student perceptions. However, students' perceptions about the use of animated video media in distance learning are not yet known. This study aims to measure the perceptions of Mechanical Engineering Vocational School students about the use of animated video media for the development of skills to operate a lathe in distance learning. The research subjects consisted of 73 students of Mechanical Engineering Vocational Schools. The data collection technique used a questionnaire. The media feasibility test was carried out by two material and media experts. This study used quantitative descriptive statistical analysis methods, t-test, and One-Way ANOVA with post-hoc advanced tests, namely the Dunnett C and Tukey test to determine differences in students' perceptions of assessment. The results of the media feasibility validation by material experts were 81.875% and media experts 90.625% were in the very feasible category. The assessment of the feasibility of the media by students was 83.714% in the very feasible category. So, that there was no significant difference between male and female students in the assessment of distance learning animated video media.
Automotive Engineering Drawing Learning: Effective Online Learning Using Autocad Application Mutohhari, Farid; Sudira, Putu; Nurtanto, Muhammad
Journal of Education Technology Vol. 5 No. 2 (2021): May
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v5i2.33197

Abstract

Learning outcomes are not satisfactory and student learning motivation is low. As a result, students cannot fully master the competency of automotive engineering drawings which are learning outcomes.. This study aims to analyze the effect of using autocad software to improve students' online learning outcomes of automotive engineering drawings. This quasi-experimental study used a pretest-posttest design and a control group. All class X students of the engineering and motorcycle business expertise program in two vocational schools became the population in this study. The sample used in this study amounted to 112 students who were divided into 4 classes in two vocational schools. The data collection technique was carried out using tests with multiple choice objective test instruments and drawing worksheets. The collected data were analyzed using descriptive statistics and inferential statistics with t test. The results of the t test obtained tcount = 9.703 with ttable at a significance level of 5% = 1.986. These results show the value of tcount> ttable, so that it accepts Ha and rejects H0. Thus it is concluded that the use of autocad software in online learning automotive engineering drawings has a significant effect on improving student online learning outcomes.
The Role of LSP P3 Junior SPA Therapist Competency Certification on Work Readiness and Absorption of the Tourism Industry Nawanksari, Septiari; Sudira, Putu; Mutohhari, Farid
Journal of Education Technology Vol. 5 No. 3 (2021): August
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v5i3.35298

Abstract

The fundamental problem in business is the low readiness of occupational therapists as experts. In addition, the low job readiness of therapists is exacerbated by the low absorption of prospective therapists. LSP P3 competency certification is an essential program for improving spa therapists' work readiness and labour absorption in the tourism industry. This study aims to analyze how much influence the competence of the LSP P3 Junior Spa certification on Asesi's work readiness and Asesi's absorption in the spa tourism industry. Ex-post facto research with a quantitative approach. A total of 66 respondents of spa therapist assessment were included in this study as a sample. Data were collected through a questionnaire with a 4 Likert scale questionnaire instrument. Data analysis was performed using regression analysis and SEM analysis. The results showed that the LSP P3 Junior Spa Therapist competency certification had a significant effect on Asesi's work readiness and Asesi's absorption in the tourism industry in the spa sector. The certification program must improve the quality of its implementation. Educational and training institutions must organize various competency certification programs that are even more optimal, especially when competency testing must be carried out in-depth material by the perceptions of the spa therapist workforce.
Use of -Based Interactive Learning Media Visuals in Science Learning Hasanah, Uswatun; Sudira, Putu
Journal of Education Technology Vol. 5 No. 4 (2021): November
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v5i4.35364

Abstract

The fundamental problem in implementing education at the education level is that the learning process is generally too oriented to mastery of subject matter, not to the substance, meaning, or value it contains. This study aims to analyze the success of using visual-based interactive media or image media in science learning. This type of research is an actual experiment with a quantitative approach. The subjects in this study were 50 students consisting of 2 separate classes, the number of female students was 30, and the number of male students was 20. The method of data collection in this study used student learning outcomes pre-test and post-test. The instrument used is a test of learning outcomes and student response questionnaires. The technique used to analyze the data is the descriptive qualitative and quantitative analysis and inferential statistics. The results showed that the average score of learning science after using visual-based interactive learning media was 75.93, with a standard deviation of 16.19. The lowest score for students is 40, and the highest score is 99. Visual-based interactive media is effectively used to improve student learning outcomes in science. The research implication is that visual-based interactive media can be used by teachers in teaching so that they can help students learn. 
Online Project-Based Learning (O-PjBL): Effectiveness in Teachers Training and Coaching in Vocational Education Sudira, Putu; Nurtanto, Muhammad; Masrifah, Nani; Nurdianah, Evi; Mutohhari, Farid
Journal of Education Technology Vol. 6 No. 2 (2022): May
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v6i2.41195

Abstract

Vocational teachers need effective and interactive classroom management during online learning. This study aims to describe the concept of training, measure the perception of vocational teachers, and measure effectiveness during training and coaching of vocational teachers in online learning using project-based learning (O-PJBL). This study applies a combined evaluative method with the Plan-DO-Check-Evaluation (PDCA) stage to explore the concept of training and coaching, then test the perception and effectiveness of applying the quasi-experimental method. A total of 70 vocational teachers were involved in the study. Data were collected using observation sheets, online questionnaires with a scale of 1-4, and pretest-posttest questions. The data were analyzed based on the activities of vocational teachers and inferential statistical analysis. The results of the research are (1) the implementation of vocational teacher training and development with the PDCE approach resulting in project-based online learning based on the characteristics of the subject; (2) the perception of vocational teachers on aspects of content relevance, content suitability, presentation quality, content mastery, and time allocation is very good with a significance value based on gender is 0.892, employment status is 0.456, and age range is 0.142; and (3) there was a positive increase in the understanding of the material and the quality of learning tools. The quality of future vocational learning is determined by teachers who are up to date with changes.
Mobile-Based Application to Integrate Vocational Learning and Career Learning in Mechatronics Engineering Vocational High School Nurdianah, Evi; Sudira, Putu; Daryono, Rihab Wit
Journal of Education Technology Vol. 6 No. 3 (2022): August
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jet.v6i3.43669

Abstract

A new learning paradigm is needed by Vocational High Schools (SMK) to adapt vocational learning to the needs of the world of work in the era of industrial revolution 4.0. Changes in the structure of employment patterns due to the loss of existing jobs and the emergence of new job opportunities required the need to strengthen vocational schools as education for occupation and also as education for career development. Especially in mechatronics engineering vocational high school, which was closely related to industrial technology 4.0. This study aims to produce a mobile-based application to support the integration of vocational learning and career learning activities in mechatronic engineering vocational high schools. Product development used the research and development methods with the development stages was adapting the Holistic 4D model, namely the Define, Design, and Develop stages. Data was collected using observation sheets and questionnaires that had been validated by experts. The data analysis method used is quantitative data analysis. The results of expert reviews and operational trials showed that the learning media application developed was in the very feasible category with an average assessment score of 3.55. This result showed that the mobile-based application developed was feasible and can be used for the career development of vocational students with mechatronic engineering competence. Mobile-based application developed can be used to facilitate learner-centred projects, such as self-directed learning, collaborative learning, and project management.
Co-Authors Abdulloh Hamid Abdurahman Abdurrahman Achmad Samsudin Agung Widiyantoro Ahmad Fathoni Alias Masek Anja Wulan Sari Anwar, Choyrul Arga, Hardhika Nur Ayu Niza Machfauzia Chamdan Nor Ihwan Tsauri Daryono, Rihab Wit Dedi Setiawan Dedi setiawan Dedy Irvandy Desmira Desmira Dinar Westri Andini Dwiki Muda Yulanto Eka Tuah, Yayan Adrianova Endang Triastuti Fathoni, Ahmad Faya Izma Alayda Felestin Felestin, Felestin Fitriani, Winda Sari Fu'adi, Fu'adi Hafiidhiya Janata Areisy Hakiki, Muhammad Hartati Hasibuan, Mhd Akbar Hedi Agfiria Carlusiaputri I Gusti Kade Siladana Ike Yunia Pasa Irwanto Irwanto Iskandar, Ranu Ismail, Mohd Erfy Isnaini Febriarini, Nurul Isnantyo, Fajar Danur Juliandarini Juliandarini Kun Setyaning Astuti Kusuma, Wahyu Mustafa Larosa, Esta Lestari Rochmatun Choirunnisya' Linda Setiawati Lucky Al Hafzy Maneetien, Nopadon Martias Martias Masrifah, Nani Maulina Idami Alim Mochamad Bruri Triyono Mochammad Baharudin Siddiq Mohamad Hidir Mhd Salim Mohamad Hidir Mhd Salim Mohammad Naufal Fahmi Muhamad Aqil Rizqillah Muhamad Arpan Muhammad Irfan Luthfi Muhammad Nurtanto Mustofa Abi Hamid Mutiara Nugraheni Mutohhari, Farid Nopriyanti Nopriyanti Nugraha, Ariadie Chandra Nur Faizal Adkha Nur Kholifah Nurdianah, Evi Nuryake Fajaryati Nuryake Fajaryati Nuur Wachid Abdul Majid Pardjono, P. Paterson Nji Mbakwa Pipit Uami Pipit Utami Pramu Pramu Pramudya Dwi Aristya Prihandini, Tinesa Fara Prihandini, Tinesa Fara Priyanto Priyanto, Priyanto Rabiman, Rabiman Rahayu Fuji Astuti Rahmani AR, Muhammad Bayu Rahmiati Ruwaida Rijalul Haq Riyawan Susanto rizal, yosi Rizbudiani, Adilla Desy Robertus Vembry Mahartantyo Rochmad Novian Inderanata Saifurrahman, Muhammad Satriyo Agung Dewanto Sendi Tiyas Aryani Septian Rahman Hakim Septian Rahman Hakim Septiari Nawanksari Septiono Eko Bawono Septiono Eko Bawono Setuju Setuju Shabrina Syntha Dewi Sinaga, Enny Keristiana Siti Mazizatuz Zahroh Siti Nurul Aini Siti Wakijah Sitorus, Heri Franata Slamet Widodo Soeharto Soeharto Soenarto Soenarto Stevanus Widuri Nursusanto Stevanus Widuri Nursusanto Sudji Munadi Suyitno Suyitno Taku Neno, Khatrin Juliani Tamil Selvan Subramaniam Thomas Sukardi Tinesa Fara Prihandini Titi Sumarni Tuah, Yayan Adrianova Eka Umi Rochayati Uswatun Hasanah Wagiran Wahyu Mustafa Kusuma Wahyu Noviansyah Wan Mat, Wan Ameran bin Wardan Suyanto WARJU Widayanto, Luthfi Dhimas Widiyantoro, Agung Widodo Widodo Widodo, Widodo Winna Dharmayanti Yayan Adrianova Eka Tuah Yoga Sahria Yoga Sahria Yowanita Dwi Irwanti Yukinta Nasya Berty Yuniar Indrihapsari Z. Zamroni Zainal Arifin