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All Journal Muamalah Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Kesehatan Manarang Jurnal Ilmiah Keperawatan (Scientific Journal of Nursing) Jurnal Teknologi Pendidikan Jurnal Pemberdayaan: Publikasi Hasil Pengabdian Kepada Masyarakat Jurnal EDUCATIO: Jurnal Pendidikan Indonesia Jurnal Mantik bit-Tech Jurnal Absis : Jurnal Pendidikan Matematika dan Matematika Jurnal Ilmiah Kesehatan Diagnosis Pharma Xplore : Jurnal Sains dan Ilmu Farmasi JRAK (Jurnal Riset Akuntansi dan Bisnis) (e-Journal) Borneo Journal Of Pharmascientech Jurnal Manajemen Pendidikan dan Ilmu Sosial (JMPIS) El-kahfi : Journal of Islamic economics Ilomata International Journal of Social Science Jurnal Buana Farma ARRUS Journal of Mathematics and Applied Science Nursing Care and Health Technology Journal (NCHAT) Jurnal Instruktional Almufi Jurnal Pendidikan PHARMACOLOGY, MEDICAL REPORTS, ORTHOPEDIC, AND ILLNESS DETAILS (COMORBID) Brilliance: Research of Artificial Intelligence International Journal Education and Computer Studies Banco: Jurnal Manajemen dan Perbankan Syariah Indonesian Journal of Teaching and Teacher Education Jurnal Ilmiah Teknik (JUIT) Digital Transformation Technology (Digitech) Counselia: Jurnal Bimbingan Konseling Pendidikan Islam Journal of Innovation and Sustainable Empowerment Jurnal Ilmiah Bashrah Abdi Implementasi Pancasila: Jurnal Pengabdian kepada Masyarakat Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Spiritualita : Journal of Ethics and Spirituality Al Mitsali : Jurnal Penelitian dan Pendidikan Bahasa Arab Information Technology Education Journal TONGKONAN: Jurnal Pengabdian Masyarakat Central Publisher RJOCS (Riau Journal of Computer Science) Jurnal Pendidikan Profesi Guru Bekasi Development Innovation Journal (BDI) Jurnal Ilmiah Farmasi Simplisia Jurnal Pendidikan Guru Sekolah Dasar Neraca Manajemen, Akuntansi, dan Ekonomi JUMBA Jurnal Manajemen, Bisnis, dan Akuntansi Tashdiq: Jurnal Kajian Agama dan Dakwah Al-Qalam: Jurnal Ilmiah Pendidikan Islam Jurnal Pengabdian Masyarakat dan Riset Pendidikan Nutrition Science and Health Research Jurnal Sains dan Kesehatan Darussalam Jurnal Pengabdian Kepada Masyarakat Meambo Jurnal Pengabdian Masyarakat Indonesia (JPMI) Journal of Data Analytics, Information, and Computer Science (JDAICS) Jurnal Pengabdian Masyarakat Ilmu Komputer Kartika : Jurnal Ilmiah Farmasi Jurnal Abdimas Kesehatan Jurnal Sains & Kesehatan Darussalam Journal of multidisipline and Equality Journal Of Computer Engineering And Information Technology Scinary : Science of Information and Library Al-Qawānīn: Jurnal Ilmu Hukum, Syariah, dan Pengkajian Islam Ambacang: Jurnal Inovasi Pengabdian Masyarakat DEEP LEARNING: Journal of Educational Research Jurnal Pengabdian dan Pemberdayaan Masyarakat (ABDI DAYA KU) Journal of Digital Technology and Computer Science
Fauziah
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Journal : ARRUS Journal of Mathematics and Applied Science

 1 
Students’ mathematical reasoning ability in solving TIMSS cognitive domain on Algebraic based on students’ thinking style Fauziah; Minggi, Ilham; Talib, Ahmad
ARRUS Journal of Mathematics and Applied Science Vol. 1 No. 1 (2021)
Publisher : Lembaga Penelitian dan Pengembangan Teknologi dan Rekayasa, Yayasan Ahmar Cendekia Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/mathscience553

Abstract

This study aims to describe the students' mathematical reasoning abilities in solving TIMSS cognitive domain reasoning problems in algebraic content in terms of the student’s thinking style of the students. The type of research is a qualitative research study with a descriptive approach. The subjects of this research consisted of one student who representing each of the concrete sequential thinking styles. The instrument of this research used consisted of thinking style questionnaires, mathematical reasoning ability test questions, and interview guidelines. The results of this study indicate that: SK thinking style subjects are able to meet four indicators of mathematical reasoning ability, namely: a) the ability to make guesses, b) the ability to draw conclusions, arrange evidence, provide reasons or evidence for the truth of the solution, c) the ability to draw the validity of an argumen, and d) the ability to find patterns or the nature of mathematical symptoms to make generalizations.
Comparison of k-Nearest Neighbor (k-NN) and Support Vector Machine (SVM) Methods for Classification of Poverty Data in Papua Fauziah; Tiro, Muhammad Arif; Ruliana
ARRUS Journal of Mathematics and Applied Science Vol. 2 No. 2 (2022)
Publisher : Lembaga Penelitian dan Pengembangan Teknologi dan Rekayasa, Yayasan Ahmar Cendekia Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/mathscience741

Abstract

Classification is a job of assessing data objects to include them in a particular class from a number of available classes. The classification method used is the k-Nearest Neighbor (k-NN) and Support Vector Machine (SVM) methods. The data used in this study is data on poverty in Papua with the category of the number of low/high level poor people. Of the 29 regencies/cities that were sampled, 15 regencies/cities represent the number of low-level poor people and 14 districts/cities are the number of high-level poor people. The results of the analysis obtained are the k-Nearest Neighbor (k-NN) method with a value of k=15 producing an accuracy of 58.62%, while the Support Vector Machine (SVM) method with Parameter cost = 1 using the RBF kernel produces an accuracy value. by 93.1%. The classification criteria to find the best method is to look at the Root Mean Square Error (RMSE) which states that the Support Vector Machine (SVM) method is better than the k-Nearest Neighbor (k-NN) method.
Co-Authors Aah Sumiah Abdul Aziz Alfarizy Adhisty, Weny Anggraini Adriani, Azmalina Agus Ria Kumara Agusten, Dina Agustin, Riris Ahista Rifhal Ahmad Suryadi, Ahmad Ahmad Talib Akbar, Sulistia Akhmad Fajar Prasetya Aldisa , Rima Tamara Alice Salendu Alif Muarifah Alizaldi, Annisa Nadialifuzana Alwi, Nur Amahar Riadi Amalia Amanda Putri Lestari Amelia Sari Amelia Sari, Amelia Anggi Maulana Nasution Anisa, Darania Apriyanto Ardhana, I Putu Primanda Dodi Arie Gunawan Arlin, Delia Ayu Anora Azfat, Fatmawati Cahya Nur Hidayat Candra, Dori Gusti Alex Chaidir Cut Mutia Cut Mutia, Cut Dasril David Panjaitan Dea Damarista Tarigan Dede Irawan Desmana, Satriawan Desti Nurhayati Devina Maharani Dhini Mufti Dian Fidya Dina Agusten Dinda Dwi Puspita Dody Hartanto Drianto Eci, Retchi Efridani Lubis Elfariyanti, Elfariyanti Erni Astuti evawaty Evi Nurlaela Evita Fitri Anggraini Fadila Husnul Khatimah Fadli, Muh Farihen Fatika, Amelia Nur Febi Andani Fenti Rahmadan Fery Salman Fitra Yuda Fitri Ramadhani Pane Fitri Yanti Fitriani Fitriani, Ilma Fitriyani, Gita Gista Nur Mauliddya Gusmaini Hamsiah, Andi Hana Pertiwi Hardi Santosa hardiana Hardiana Hardiana Harli, Kurnia Hartono, Rudi Harun Assidik Helda, Hidayani Heri Iswandi Heryadi, Adie Hesti Yulianti Hindarto, Djarot Ilham Minggi Immawanti Indah K, Khamdiyah Indah Monalisa Intihani, Siti Nur Ismail Jack Sumampouw, Ruland Willy Jasruddin Daud Malago Jayawarsa, A.A. Ketut Kamaruddin, Muhammad Junaid Kartika, Gunisya Kasma, Andi Sri Rahayu Kasma, Andi Yulia Kasmudi kasmudi Kifyah, Siti Mujaifatul Kurniasih, Khamdiyah Indah Kushartanto, Ahmad Ilham Lidia Maghfirah Lubis, Ramiah M. A. Martawijaya M. Hanafi M. Rasyid Mailisa Maisura Malina, Tanzilal Mariza Wijayanti Marwan Ramdhany Edy Maulana, Iska Mayangsari, Riska Ma’rifatul Hikmah Meiditra, Irzon Meta Meysawati Meysawati, Meta Miftahul Zannah Miftakhul Jannah Mochamad Afroni Muhamad Irfan Affandi Muhammad Arif Tiro, Muhammad Arif Muhammad Asyraf Yazin Muhammad Ilham Suherman Muhammad Wisnu Khumaidi Muhammad Yunus Muslim Yusuf Muya Barida Nala Rachmatal Azza Nawangsari, Desy Nelsiani, Linda Nilakanti, Dwi Putri Novita Nurhidayah Nur Azizah Nur Habibah Nur Hayati Nur Hayati Nur Rahmah Nurbaya Nurmalia Zakaria Nurwahita Panji Novantara Panuntun, Muhammad Suryo Pipit Septi Fitriyanti Pratama. E, M. Arya Puspita, Retchi Putra, Yadi Rahmaniah ramadhani, Febrina Restu Selvanda, Alifia rinaldi Rinaldi Rini Afrianti Risha Febrianti Rita Desfitri, Rita Rizky Afnan Fadillah Roberto Kaban Robiatul Adawiyah Rangkuti Rohani Lubis Ronaldo, Leo Roslinawati Ruliana Sabir, Arisman Sahara Lubis, Siti Sari Ningsih Setia Budi Shehah Safitri Sihombing, Dewi Khairani Simatupang, Jihan Nadirah Sinta Elviyanti Siregar, Siti Rahmi Siti Partini Suardiman Siti Umi Kulsum Slamet Riyanto Sri Maya Indira Nst Sri Ria Ranti St Muriati, St sukmaranti, galuh Supriyadi, Muhammada Edy Surizar Rahmi Danur Surya Wijaya Susi Herawati Syahriah Madjid Syam, Salmaini Syamsul Bahri Syukriadi Syukron Ma’mun Trisudarmo, Ragel Wafa, Khoirul Wahyu Nanda Eka Saputra Wisnu Khumaidi, Muhammad Wulandari Hasibuan, Lumita Yanti Murni Yoesuf, Juliani Paramitha Yuda, Fitra Yudha, Fitra Yulianto, Lili Dwi Yuliastuti, Nunung Yuni Dewi Safrida Yusri Wahyuni Zarwinda, Irma Zipan Zulfikar