Jurnal Pendidikan Teknologi Kejuruan
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Talk show segmentation system based on Twitter using K-medoids clustering algorithm
Full text linkInnovations on a talk show on television can be a threat. Audience will be divided into groups so that it can make a downgrade rating program. Program ratings affect companies that will use advertising services. Television companies will go bankrupt. The biggest source of income is sales of advertising services. One way to overcome them can be analyzed in public opinion. The results of the analysis can provide information about the attractiveness of the community towards the program. But the analysis process takes a long time and can be done only by a competent person so another process is needed to get the results of the analysis that is fast and can be done by anyone. In this study using K-Medoids Clustering in the process of identifying public opinion. The clustering process known as unsupervised learning will be combined with the labeling process. The previous episode\u27s tweet data will be labeled and then used to obtain the predicted labels from other cluster members. Before going through the clustering stage, the tweet data will go through the text preprocessing stage then transformed into a numeric form based on the appearance of the word. Transformation data will be clustered by calculating proximity using Cosine Similarity. Labels from the Medoids cluster will be used on unlabeled tweet data. The cluster results were tested using the Silhouette Coefficient method to get 0.19 results. However, this method successfully predicted public opinion and achieved an accuracy of 80%
The effect of learning outcomes on subject of creative product and entrepreneurship, family support to entrepreneurial interest in students of fashion management SMKN 6 Padang
Full text linkoai:ojs.teknomekanik.ppj.unp.ac.id:article/2This research aims to show the effect of learning outcomes on subject of creative product and entrepreneurship, family support to entrepreneurial interest in students of Fashion Management SMKN 6 Padang. This research used quantitative research method with a correlational approach. The population of this research was all students of class XII of the Fashion Management SMKN 6 Padang with total of 122 students with the sample was 92 students which was taken on proportional random sampling. Data collection technique used a research questionnaire. The questionnaire try out was tested on 30 students of the population who were not included in the sample, then conducted a validity and reliability test. Testing of the data analysis requirement and hypotheses with the normality test, linearity test, multicollinearity test and regression analysis. The result of the analysis obtained the learning outcomes of creative product and entrepreneurship (X1) had an effect on Entrepreneurial Interest (Y), with a significance value of 0.007<0.05, Fcalculate> Ftable (10.753>2.000) and an effect contribution of 53,1%. Family support (X2) had an effect on Entrepreneurial Interest (Y), with a significance value of 0,000<0.05, Fcalculate> Ftable (10.385> 2.000) and effect contribution of 64.5%. Learning Outcomes on Subject for Creative Product and Entrepreneurship (X1), Family Support (X2) had a positive and significant effect respectively on Entrepreneurial Interest (Y) students of the Fashion Management SMKN 6 Padang, with a significance value of 0.000 < 0.05 and Fcalculate> Ftable (42,662 > 4.04) with an effect contribution of 62.7%
Concept of curriculum evaluation in Education Program of Electrical Engineering using AUN-QA as benchmarking
Full text linkQualified graduates is supported by an efficient process of education, improvement of competence on an ongoing basis, and appropriate curriculum. The curriculum becomes an important part in education. Each educational institution graduates expect superior quality, good morals, knowledge and competence of skilled labor. Quality of qualified graduates will increase the demand of stakeholders to recruit workers in the industry related. It is necessary to implement a quality program in an effort to provide the best service for educational activities. This study discusses the program carried out by educational and vocational study program in electrical engineering (EEVE) achieve the goal to do assessment by AUN-QA (ASEAN University Network-Quality Assurance) in evaluating the curriculum. AUN-QA aims to conduct quality assurance of courses that a member of AUN, as well as guiding and guide the university to improve and maintain the quality of the university. Researchers use qualitative research using the comparative method of ex-postfacto with the kind of correlational study. The study was conducted with data collection, such as observation, interviews, field observation and documentation study. This research resulted in the development of curriculum in vocational and educational courses in electrical engineering (EEVE), in terms of meeting the basic needs for qualified graduates, competent and professional in accordance with the standards of the AUN-QA. Through this research is expected to be a pattern for other courses to evaluate the curriculum for graduates scored an excellent, competent and qualifie
PENGEMBANGAN PERANGKAT PEMBELAJARAN BERBASIS PROJECT BASED LEARNING DALAM MENINGKATKAN KETERAMPILAN DASAR BOGA SISWA SMKN 6 MAKASSAR
No full textThis study aims to develop learning tools based on project based learning in improving the basic skills of catering for students of SMKN 6 in Makassar. This type of research is the development of learning tools in the form of research and development. The tools developed include the syllabus, job sheets and student books. The development model used is a 4-D model with stages of define, design, develop and disseminate. Based on the results of the analysis conducted, the development of learning tools with the PjBL model is declared valid, practical and effective so that it is feasible to use, so it is necessary to consider criteria that include; (1) the results of the validity of PjBL-based learning tools after being evaluated and examined by experts produce valid categories for lesson plans and job sheets, while for student books in the category are very valid (very good); (2) student activities receive classical completeness in the category of very valid (very good), while for cognitive, affective and psychomotor learning outcomes students are in the valid category; and (3) student responses and management of learning in the classroom categories are very valid. The suggestions made in this study are (1) to fellow teachers to use the PjBL model as an alternative used in the learning process; (2) learning materials developed after improvements and revisions can be tested in several other schools based on the problem characteristics of each school
Analysis of factors forming the students’ business interests at Vocational High School 2 Payakumbuh
Full text linkThis study aims to ascertain the Forming Factors of Business Interest of Students in the Department of Light Vehicle Engineering at Vocational High School 2 Payakumbuh based on the internal factors: (1) Education, (2) Personality, (3) Motivation, (4) Experience, (5) Knowledge, (6) Opportunities, (7) Commitment, (8) Discipline, and (9) Leadership. This type of study was quantitative descriptive. The study population was all TKR Department students in the academic year 2019/2020 consisting of 110 students. Then, there were 85 students as samples, using the Slovin formula with a precision of 5%. Data analysis techniques are descriptive analysis and confirmatory analysis for hypothesis testing. Confirmatory analysis there are 9 independent variables analyzed through Anti Image Matrix Analysis, from the results of the research trial there are 2 variables: Education and Knowledge have MSA scores that do not meet the requirements: 0.338 <0.500 and 0.353 <0.500 so only 7 variables for further analysis. In the analysis of communilities there are 3 variables which have values below 0.500, namely Personality: 0.477, Experience: 0.306 and Commitment: 0.475, then this variable is discarded. The results of the analysis of the research trials formed a factor group of 3.128 which means that the factor was able to explain 78.2% of the 4 variables, and 21.8% of the other variables. It can be concluded that there are 4 variables: motivation, opportunity, discipline, and leadership which are the most dominant factors
Needs analysis: An interactive e-assessment for basic design graphic course
Full text linkThis research aims to describe the results of the needs analysis in the process of developing e-assessment media on the basic graphic design course. This research was a qualitative descriptive research by using survey methods in identifying the needs of students and teachers in learning assessment. In this research, the needs analysis related to the achievement of the student learning outcomes, the problems faced by the students and the media needed by students in the learning assessment process. This research used a questionnaire given to 32 students of grade X and 2 teachers of the basic graphic design subject. The results showed that: 1) there was still lack of assessment media that can be used as an independent assessment for students; 2) android-based interactive assessment media was needed on the basic graphic design subject. Based on these findings, it can be concluded that students need an interactive assessment media that can be used as an independent assessment media. In addition, these findings will be used in designing interactive e-assessments in basic graphic design subject
The development of power electronics training kits for electrical engineering students: A validity test analysis
Full text linkThis study discusses one of the stages of the research in the development of the Power Electronics Training Kits in the learning process of the Power Electronics Practicum for Electrical Engineering students, namely the validity test analysis. The validity of the Power Electronics Training Kits is divided into three aspects, namely design, media/laboratory equipment, and materials aspects. Each of these aspects was validated each by two validators who had expertise in these aspects. The instrument used in testing this validity was a validated questionnaire that had gone through the previous instrument validation process. The analysis was carried out using Aikens V Analysis. Validity analysis results are interpreted with the product development validity interpretation table by Aiken\u27s to obtain the validity category. The results showed the Training Kits is valid in all aspects both aspects of design, media/laboratory equipment, and materials. The design aspect gained a value of V = 0.89 with a valid category, the media/laboratory equipment aspect gained a value of V = 0.88 which means valid, and the material aspect gained a value of V = 0.94 with a valid category. Thus, it can be concluded that the Power Electronics Training Kits developed for the learning process of the Power Electronics Practicum for Electrical Engineering students is valid in the aspects of design, media/laboratory equipment, and materials
Student perspectives toward pre-service teachers competencies
Full text linkThis study aims to determine how students\u27 perceptions of the competence of prospective teachers in the PPLK program at SMK Negeri 1 Padang. Aspects that are observed in basic educational competencies are pedagogic, personality, professional, and social. This research is descriptive research. Observations were made for three years. The population in the study were all class X students of SMK Negeri 1 Padang. Sampling was done using random sampling technique using Slovin\u27s formula. The findings of the study showed that the average competency of prospective teachers in the PPLK program at SMK Negeri 1 Padang for three years of observation was in a good category. The research findings recommend that there is a need for improvement in the pedagogical and social fields of prospective teachers. Teacher readiness to teach will affect the achievement of learning objectives. In addition, social competence is needed to establish communication and interaction between prospective teachers and teachers in schools and students. There needs to be an improvement in learning related to teaching preparation for prospective teachers specifically to emphasize pedagogic and social competencie
PENGELOLAAN KELAS INDUSTRI DI SEKOLAH MENENGAH KEJURUAN
No full textThis study aims to describe the management of industrial classes in SMK Muhammadiyah 2 Ajibarang. This research uses a qualitative type with a case study approach. Research subjects were the deputy head of public relations, the deputy head of the curriculum, the head of the engineering engineering program, the head of the light vehicle engineering program and the head of the motorcycle engineering expertise program. Place of research at SMK Muhammadiyah 2 Ajibarang. Data collection techniques using interviews, observation, and documentation. The collected data were analyzed with the model of Miles, Hubermen, and Saldana. Research data 1) Industrial class planning includes aspects of students carried out by industry and schools as the organizer. The human resource aspect is carried out by means of instructor training organized by industry to increase knowledge about the industry. The curriculum aspect is carried out by synchronizing the school curriculum with the industrial curriculum, then the aspect of infrastructure facilities is carried out by industry and schools with industrial involvement in the form of setting industry class standards and procuring infrastructure and forms of school involvement in the form of procurement. 2) The implementation of industrial classes includes learning that is adjusted to the established curriculum and the internship carried out in the industry. 3) evaluation which includes evaluating student learning outcomes, in the form of students getting certificates from the industry and evaluating the implementation of industrial classes in the form of internal meetings and visits made by schools to industry and industry to school
Mobile Learning Design for Basic Programming Independent Learning
Full text linkThis study discusses about design of the self-learning mobile learning basic programming based on Android. Designed mobile learning material contains an abstract discussion of programming that is not visible invisible. This material was translated by concrete and to be more easily understood by students. The method used in the design of self-learning mobile learning is SDLC (System Development Life Cycle) waterfall, and use the process of UML (unified modeling language) with the use case diagram and flowchart. The results of this study indicate that the self-learning mobile learning basic programming is easy to use for students and teachers as instruction learning.This study discusses about design of the self-learning mobile learning basic programming based on Android. Designed mobile learning material contains an abstract discussion of programming that is not visible invisible. This material was translated by concrete and to be more easily understood by students. The method used in the design of self-learning mobile learning is SDLC (System Development Life Cycle) waterfall, and use the process of UML (unified modeling language) with the use case diagram and flowchart. The results of this study indicate that the self-learning mobile learning basic programming is easy to use for students and teachers as instruction learning