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FUZZY VECTOR AUTOREGRESSION FOR FORECASTING FARMER EXCHANGE RATE IN CENTRAL JAVA PROVINCE Nurhayadi Nurhayadi
MEDIA STATISTIKA Vol 15, No 1 (2022): Media Statistika
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/medstat.15.1.94-103

Abstract

Computer technology has developed to a very advanced measure. Calculations using complex formulas are no longer an obstacle for industry and researchers. Along with advances in computing technology, the development of fuzzy system models is also experiencing rapid progress. This paper proposes a fuzzy model combined with Vector Autoregression. The fuzzy membership function is built by selecting the median of each set to be the center of the fuzzy set. The function chosen as the membership function is Gaussian. The fuzzy Vector Autoregression model obtained was applied to the Farmer's Exchange Rate in Central Java Province. The accuracy of the model is measured based on the Mean Absolute Percentage Error. The results of model trials on FER Central Java in 2014-2020, show a pretty good forecast, namely forecasting with MAPE around 5%, and not exceeding 10%.
Profil Kemampuan Koneksi Matematis Siswa SMK dalam Memecahkan Masalah Berdasarkan Polya Ditinjau dari Gender Riska Riski; Sukayasa Sukayasa; Nurhayadi Nurhayadi
Jurnal Kreatif Online Vol. 10 No. 3 (2022): Jurnal Kreatif Online
Publisher : Universitas Tadulako

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (483.783 KB) | DOI: 10.22487/jko.v10i3.2308

Abstract

The purpose of this study was to describe the profile of the mathematical connection abilities of vocational high school students in solving mathematical problems based on Polya's steps in terms of gender. This study uses a qualitative descriptive approach that is in accordance with Polya's steps. The results showed that the profiles of male and female students' mathematical connection abilities in solving mathematical problems based on Polya's steps, namely (1) the stage of understanding the problem, students understand and identify facts, concepts by associating available information such as things that are known and asked about problems in other fields of study as well as writing down the information known and asked in full in the form of sentences, pictures and mathematical symbols; (2) the stage of making plans, students reveal about the steps of solving the problem of system of linear equation with two variables that will be used to solve problems regularly and precisely, using one method in solving problems; (3) the stage of carrying out the plan, students use the relationship between facts, concepts, mathematical principles on problems that will be solved properly; and (4) the re-examining stage, students recalculate the results obtained so that the test results obtained are the same as the results obtained at the beginning.
PELATIHAN PEMBUATAN SOAL DENGAN MEDIA APLIKASI KAHOOT DAN QUIZIZZ BAGI GURU MGMP MATEMATIKA SMA DI KOTA PALU Welli Meinarni; Dasa Ismaimuza; Mustamin Idris; Bakri M; Nurhayadi Nurhayadi; Rita Lefrida
DedikasiMU : Journal of Community Service Vol 5 No 1 (2023): DedikasiMU Maret 2023
Publisher : Universitas Muhammadiyah Gresik

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30587/dedikasimu.v5i1.4843

Abstract

Pemanfaatan teknologi informasi dalam pelaksanaan pembelajaran sebagai aktivitas evaluasi pembelajaran. Guru dapat memanfaatkan kemajuan teknologi untuk merancang soal berbasis aplikasi yang bisa dijadikan media untuk pelaksanaan penilaian. Penggunaan penilaian yang berbasis aplikasi merupakan salah satu alternatif untuk mengatasi kelemahan penggunaan penilaian tradisional yang sifatnya offline. Terdapat berbagai aplikasi yang dapat digunakan untuk mendukung kesuksesan proses penilaian di masa pandemic covid-19 seperti Kahoot dan Quizizz. Permasalahan mitra adalah: a) Guru belum optimal dalam memahami makna, manfaat, dan cara penggunaan teknologi informasi dalam kegiatan pembelajaran, b) Pengetahuan tentang teknologi informasi yang belum memadai menjadikan kemampuan guru dalam mengembangkan soal berbasis teknologi untuk kepentingan evaluasi pembelajaran perlu ditingkatkan, c) Pihak sekolah belum menyediakan media atau software komputer yang mendukung dalam pembuatan soal dengan aplikasi Kahoot dan Quizizz, d) Kurangnya narasumber yang bisa ditempati bertanya jika guru mengalami kesulitan untuk membuat soal dengan aplikasi Kahoot dan Quizizz. Berdasarkan analisis situasi yang terjadi pada saat pelaksanaan kegiatan pengabdian, tim pengabdi dapat menyimpulkan bahwa secara umum kegiatan pengabdian ini berjalan lancar dan baik. Namun tak dapat dipungkiri, ada beberapa kondisi yang menyebabkan hasil yang dicapai belum optimal. Hal tersebut disebabkan oleh waktu pelaksanaan pengabdian yang singkat serta kemampuan beberapa guru yang memang masih perlu bimbingan intensif. Selain itu kendala juga terdapat pada jaringan internet yang kurang stabil. Hal ini menyebabkan banyak waktu yang digunakan untuk menunggu proses selanjutnya. Kata Kunci: Kahoot; Quizizz; Pelatihan; Teknologi; Matematika
Profil Pemecahan Masalah Bentuk Aljabar Siswa Kelas VII C SMP Negeri 1 Toribulu Ditinjau dari Gaya Belajar Welli Meinarni; Dewi Ulfiana; I Nyoman Murdiana; Nurhayadi Nurhayadi
HISTOGRAM: Jurnal Pendidikan Matematika Vol 7, No 1 (2023): Histogram
Publisher : STKIP Andi Matappa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31100/histogram.v7i1.2582

Abstract

Pemecahan masalah siswa perlu diprofilkan agar guru dapat memperoleh gambaran tentang proses yang dilakukan siswa dalam memecahkan masalah. Penelitian ini bertujuan untuk mendeskripsikan profil pemecahan masalah bentuk aljabar siswa kelas VII C  SMP Negeri 1 Toribulu ditinjau dari gaya belajar. Data tentang gaya belajar siswa diperoleh dengan memberikan angket gaya belajar, sedangkan data tentang pemecahan masalah matematika siswa diperoleh dengan tugas tertulis dan wawancara. Hasil penelitian ini menunjukkan bahwa (1) Profil pemecahan masalah matematika subjek dengan gaya belajar visual yaitu SV memahami masalah dengan menuliskan hal yang diketahui dan ditanyakan dari soal secara rapi dan teratur dan dapat menjelaskan informasi yang diketahui dan ditanyakan dari soal secara lengkap, merencanakan penyelesaian dengan tepat, melaksanakan rencana penyelesaian dan memeriksa kembali jawaban yang telah dilakukan. (2) Profil pemecahan masalah matematika subjek dengan gaya belajar auditorial yaitu SA memahami masalah dengan membaca keras, menuliskan hal yang diketahui tetapi tidak menuliskan hal yang ditanyakan, merencanakan penyelesaian dengan tepat, melaksanakan rencana penyelesaian dan melakukan langkah memeriksa kembali. (3) Profil pemecahan masalah matematika subjek dengan gaya belajar kinestetik yaitu SK memahami masalah dengan membaca menggunakan petunjuk jari, menyusun rencana penyelesaian dengan tepat, melaksanakan rencana penyelesaian dengan baik dan benar serta memeriksa kembali jawaban yang dilakukan. Student problem solving needs to be profiled so that teachers can get an idea of the process students are doing in solving problems. This study aims to describe the problem solving profile of algebraic forms of grade VII C students of SMP Negeri 1 Toribulu in terms of learning style. Data on students' learning styles are obtained by providing learning style questionnaires, while data on solving students' mathematical problems are obtained by written assignments and interviews. The results of this study show that (1) The profile of solving mathematical problems of subjects with a visual learning style, namely SV, understands problems by writing down known and asked things from the questions neatly and regularly and can explain the information known and asked from the questions in full, plan solutions appropriately, carry out completion plans and re-examine the answers that have been done. (2) The subject's mathematical problem-solving profile with an auditorial learning style is that SA understands the problem by reading aloud, writes down the known but does not write down the question, plans the solution appropriately, implements the completion plan and performs the steps of re-examining. (3) The profile of solving mathematical problems of the subject with a kinesthetic learning style, namely SK understands the problem by reading using finger instructions, drawing up a settlement plan appropriately, implementing the completion plan properly and correctly and re-examining the answers made.
EFEKTIFITAS PENDEKATAN PEMBELAJARAN MATEMATIKA REALISTIK DAN MOTIVASI BELAJAR SISWA TERHADAP HASIL BELAJAR DI SMKN 2 KOTA PALU Maryam; Dasa Ismaimuza; Pathuddin; Nurhayadi
Aksioma Vol. 12 No. 1 (2023)
Publisher : Universitas Tadulako

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini bertujuan untuk mengetahui efektifitas pembelajaran dengan pendekatan matematika realistik terhadap hasil belajar matematika ditinjau dari motivasi belajar matematika peserta didik. Jenis penelitian ini adalah penelitian Eksperimen semu atau eksperimen quasi, yakni jenis penelitian eksperimen dimana peneliti tidak mampu mengontrol semua variabel yang diteliti. Rancangan yang digunakan adalah rancangan faktorial 2×2 dilaksanakan pada siswa SMK Negeri 2 Palu Kelas X BDP 3 dan BDP 2. Hasil penelitian menunjukkan bahwa pada peserta didik yang diajar menggunakan pendekatan RME, memiliki prestasi belajar yang lebih tinggi dari pada siswa yang diajar menggunakan pendekatan konvensional. Di samping itu, pada kedua pendekatan pembelajaran, siswa dengan motivasi tinggi memiliki prestasi yang lebih baik daripada siswa yang memiliki motivasi rendah. Hasil penelitian menunjukkan bahwa terdapat interaksi antara pendekatan pembelajaran dan motivasi belajar siswa, dan terlihat bahwa pendekatan pembelajaran RME sangat cocok diterapkan pada siswa dengan motivasi belajar yang rendah
STUDENT'S THINKING PROCESS IN SOLVING PROBLEMS IN TERM OF GUARDIAN AND IDEALIST PERSONALITY TYPES Nur Islamiah; Rita Lefrida; Nurhayadi Nurhayadi; Sutji Rochaminah
JME (Journal of Mathematics Education) Vol 9, No 1 (2024): JME
Publisher : Universitas Sembilanbelas November Kolaka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31327/jme.v9i1.2104

Abstract

This study aims to describe the thought process of students in solving problems in terms of personality types guardian and idealist in class XI SMA Negeri 5 Palu. This research is a qualitative descriptive research. The main instrument in this research is the researcher himself and the supporting instruments are The Keirsey Temperament Sorter (KTS), math problems, and interviews. The results of this study show that guardian students and idealist students are able to perform all stages of the thinking process in solving math problems, namely receiving information, processing information, and forming conclusions. Guardian and idealist students at the stage of receiving information read the problem well. Guardian students read enough once to understand the problem, while idealist students read repeatedly to understand the problem. At the information processing stage, guardian students can explain the problem solving plan while idealist students have difficulty explaining the solution plan. At the conclusion formation stage, guardian students consistently solve the problem according to what was previously planned. idealist students at the conclusion formation stage can solve the problem even though at the information processing stage they cannot explain the solution plan.
Application of the Realistic Mathematical Education (RME) Approach to the Operational Material of Addition of Fractions to Increase Activities and Learning Outcomes of Elementary School Students Arni, Arni; Nurhayadi, Nurhayadi; Ismaimuza, Dasa
Jurnal Riset Pendidikan MIPA Vol. 7 No. 1 (2023)
Publisher : Universitas Tadulako

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22487/j25490192.2023.v7.i1.pp1-13

Abstract

This study aims to describe the application of the RME approach in increasing student activity and learning outcomes in the material for adding fractions for class V SD Inpres 3 Birobuli. This research uses classroom action research (PTK) which refers to Kemmis and Mc.Taggart Data collection techniques used were tests, observations, interviews, and field notes. The results showed that the application of the RME approach could increase student learning activities and results in the material for addition operations for class V SD Inpres 3 Birobuli by following the steps of the RME approach; (1) understand contextual problems, (2) explain contextual problems, (3) solve contextual problems, (4) compare and discuss student answers, and (5) conclude problems. This research was conducted in two cycles. The results showed that there was an increase in activity and learning outcomes which were seen in the observation of teacher activity in the very good category, student activity in the very good category, student activity in the very active category, and student affective learning outcomes were good. habits, and psychomotor learning outcomes of highly skilled students in cycle II. Likewise, the results of students' final tests with a percentage of learning completeness of 85% in cycle II.
TROUBLESHOOTING PROFILE SOLVING CLASS STUDENTS VII SMPN 4 PALU IN TERMS OF LEARNING STYLE Hikmah, Nurul; Nurhayadi, Nurhayadi; Rizal, Muh.; Idris, Mustamin
Prima: Jurnal Pendidikan Matematika Vol 8, No 3 (2024): PRIMA : Jurnal Pendidikan Matematika
Publisher : FKIP Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/prima.v8i3.11317

Abstract

The purpose of this research is to describe the student's problem-solving profile on the reviewed fragmentary material of the learning style. The data collection techniques used are troubleshooting tests and interviews. The results of this study are: (1) the stage of understanding the visual subject's problem is able to understand the subject well and identify the subject by rotating the important thing on the subject. The auditory subject can capture the meaning of the subject so that it can determine the sufficient condition and the necessary condition of the matter by listening to his friend at the time of reading the subject, as well as the kinesthetic subject understands the issue by turning the pencil so that he can catch the significance of the issue and can tell back the information known and asked. (2) the stage making the plan of the visual subject is able to make a plan with the information already known by describing the steps of completion on another sheet, whereas the auditory subject pronounces the strategy well with a loud voice as well as with the kinesthetic subject can make plans with the already known information but make different completion steps. (3) the stage implementing the visual, auditory and kinesthetic subject plan can complete the completion in accordance with the known information and the planned strategy, even though there are errors in the steps on the kinetical subject but the subject is capable of determining completion according to the plan. 
ANALYSIS OF MATHEMATICAL PROBLEM SOLVING SKILLS ON THE RELATIONSHIP AND FUNCTION MATERIAL OF GRADE VIII STUDENTS OF SMPN 6 PALU Rahim, Nur Mei Sakin; Nurhayadi, Nurhayadi; Rizal, Muh; Idris, Mustamin
Prima: Jurnal Pendidikan Matematika Vol 8, No 2 (2024): PRIMA : Jurnal Pendidikan Matematika
Publisher : FKIP Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/prima.v8i2.11136

Abstract

This research aims to describe the mathematical problem solving abilities in relation and function material for class VIII students at SMP Negeri 6 Palu. This type of research is qualitative research. The research subjects were three students from 32 class VIII F students. Students were grouped into three categories, namely high ability students, medium ability students and low ability students. Each category is represented by one student. The results of this research are (1) Subjects with high abilities can understand problems, plan solutions, solve problems but the subjects do not carry out re-examination. (2) Subjects with moderate abilities can understand the problem, are still lacking in planning solutions, cannot solve the problem and the subject cannot carry out re-examination. (3) Subjects with low abilities cannot fulfill all the problem solving indicators used in the research.
Analisis Kemampuan Pemecahan Masalah Siswa pada Materi Bentuk Aljabar Ditinjau dari Minat Belajar Nurmala, Nurmala; Nurhayadi, Nurhayadi; Idris, Mustamin; Rizal, Muh.
Jurnal Pendidikan Matematika : Judika Education Vol 7 No 2 (2024): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v7i2.11788

Abstract

This research aims to describe the problem solving abilities of students at SMP Negeri 12 Palu in algebraic material in terms of learning interest. The method used in this research is a qualitative method. The results of this research show that; (1) At the stage of understanding the problem, all subjects were able to understand the problem, but subjects with moderate interest in learning did not write down their understanding. (2) In the stage of making a problem solving plan (MS), all subjects are able to make a problem solving plan. (3) The stage of implementing the problem solving plan, all subjects are able to carry out the problem solving plan (4) The stage of re-examining subjects with high learning interest (MT), and subjects with moderate learning interest (MS) re-examining their work. Meanwhile, subjects with low interest in learning (MR) did not re-examine the results of their work. The conclusion of this research is that MT subjects have high abilities in problem solving because they are able to fulfill all stages well. The MS subject is at a medium level of ability because even though he is able to complete each stage, he is not yet optimal. The MR subject is included in low ability because it is only able to complete several stages of problem solving without completing everything. Keywords: Algebra Form, Problem Solving Ability, Interest in Learning