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All Journal Jurnal Ilmiah Informatika Komputer Al-Ijtima`i: International Journal of Government and Social Science El-Mashlahah Muamalah Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal SOLMA Jurnal Kesehatan Manarang Jurnal Ilmiah Keperawatan (Scientific Journal of Nursing) Jurnal Teknologi Pendidikan Jurnal Pemberdayaan: Publikasi Hasil Pengabdian Kepada Masyarakat Dialogia: Jurnal Studi Islam dan Sosial Jurnal EDUCATIO: Jurnal Pendidikan Indonesia Viva Medika: Jurnal Kesehatan, Kebidanan dan Keperawatan Jurnal Mantik Jurnal Absis : Jurnal Pendidikan Matematika dan Matematika Diagnosis: Jurnal Ilmiah Kesehatan 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) G-Couns: Jurnal Bimbingan dan Konseling Caring : Indonesian Journal of Nursing Science El-kahfi : Journal of Islamic economics International Journal of English Linguistics, Literature, and Education (IJELLE) Jurnal Ilmiah Ekonomi Manajemen : Jurnal Ilmiah Multi Science Ilomata International Journal of Social Science Jurnal Ekonomi Bisnis, Manajemen dan Akuntansi (JEBMA) Jurnal Buana Farma Indonesian Community Empowerment Journal ARRUS Journal of Mathematics and Applied Science Nursing Care and Health Technology Journal (NCHAT) Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) Jurnal Instruksional 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) Outline Journal of Education Digital Transformation Technology (Digitech) Counselia: Jurnal Bimbingan Konseling Pendidikan Islam Tamaddun Ummah (JTU) JURNAL MUARA PENDIDIKAN Journal of Innovation and Sustainable Empowerment Jurnal Ilmiah Bashrah Journal of Industrial System Engineering and Management ARMADA : Jurnal Penelitian Multidisiplin Abdi Implementasi Pancasila: Jurnal Pengabdian kepada Masyarakat Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Spiritualita : Journal of Ethics and Spirituality Paradoks : Jurnal Ilmu Ekonomi Al Mitsali : Jurnal Penelitian dan Pendidikan Bahasa Arab 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 Andromeda : Jurnal Manajemen dan Bisnis Syariah 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 Prosiding Seminar Nasional Fakultas Tarbiyah dan Ilmu Keguruan UIAD Kartika : Jurnal Ilmiah Farmasi Indonesian Journal of Education and Social Humanities Jurnal Pendidikan IPA Indonesia Jurnal Abdimas Kesehatan Multidisciplinary Indonesian Center Journal Jurnal Sains & Kesehatan Darussalam Journal of multidisipline and Equality Journal Of Computer Engineering And Information Technology Equity Al-Qawānīn: Jurnal Ilmu Hukum, Syariah, dan Pengkajian Islam Ambacang: Jurnal Inovasi Pengabdian Masyarakat DEEP LEARNING: Journal of Educational Research Jurnal Kesehatan Farmasi Manajemen Nusantara Innovation Journal Darussalam Indonesian Journal of Nursing and Midwifery Jurnal DIskresi Jurnal Pengabdian dan Pemberdayaan Masyarakat (ABDI DAYA KU) SiRad: Pelita Wawasan Jurnal Kajian Ekonomi dan Perbankan Syariah Jurnal Akuntansi dan Perpajakan (JUPAK) 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.
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 : PT ARRUS Intelektual 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 AD. Basniwati Adhisty, Weny Anggraini Aditya Rizky Fajriansyah Adriani, Azmalina Agus Ria Kumara Agusten, Dina Ahista Rifhal Ahmad Ridoh Ahmad Suryadi, Ahmad Ahmad Talib Akbar, Sulistia Akhmad Fajar Prasetya Alam Pangestu, Shakti Aldisa , Rima Tamara Alice Salendu Alif Muarifah Alizaldi, Annisa Nadialifuzana Alvin Ulinnuha Alwi, Nur Amahar Riadi Amal Hayati, Amal Amalia Amanda Putri Lestari Amelia Sari Amelia Sari, Amelia Andika, Ayu Annastasya Andromeda Anggi Maulana Nasution Anisa, Darania Apriyanto Ardhana, I Putu Primanda Dodi Ardhy, Andi Anugrah Surya Arie Gunawan Arlin, Delia Asmauli, Siti Ayu Anora Azfat, Fatmawati Baharuddin Cahya Nur Hidayat Cecep Yoto Haryoto Chaidir Cut Mutia, Cut Dani Maholi Mehanggo Tumanggor Dasril David Panjaitan Dea Damarista Tarigan Dede Irawan Desmana, Satriawan Desti Nurhayati Dhini Mufti Diah Nur Qoniah Dian Fidya Dina Agusten Dinda Dwi Puspita Dody Hartanto Drianto Durratulhikmah Eci, Retchi Efridani Lubis Eka Octavian Pranata Elfariyanti, Elfariyanti Elistus Liwaherilla, Niki Erlinda Simbolon Erni Astuti evawaty Evi Nurlaela Fadhilah, Nabila Fadli, Muh Farha, Nabilla Fitri Assy Farhah, Nabilla Fitri Assy Farihen Fatika, Amelia Nur Fazlylawati, Ellyza Febi Andani Febrila, Putty Zinda Fenti Rahmadan Fery Salman Firidameka Koswara Firman Firman Fitri Ramadhani Pane Fitri Yanti Fitriani Fitriani, Ilma Fitriyani, Gita Galuh Sukmaranti Gista Nur Mauliddya Gusmaini Guspatni Gustiana, Dita Halim, Muh.Bhilal Halimatu Sa’diah Hamsiah, Andi Hana Pertiwi Hardi Santosa hardiana Hardiana Hardiana Harisuddin Harli, Kurnia HARMILAWATI Hartono, Rudi Harun Al Jafar Harun Assidik Hasan Muchtar, Ibnu Helda, Hidayani Helni Atillah Heri Iswandi Heryadi, Adie Hesti Yulianti Hindarto, Djarot Hotmarida Silalahi Husni Thamrin Ilham Minggi Immawanti Indah K, Khamdiyah Indah Monalisa Intan Wiji Setyaningsih Intihani, Siti Nur Ishak, Andi ISKANDAR Ismail Isnainatul Bayinah ISNAWATI Izatul Aspia Jack Sumampouw, Ruland Willy Jatmiko, Novi Satria Jayawarsa, A.A. Ketut Jubir Kamaruddin, Muhammad Junaid Kartika, Gunisya Kasma, Andi Sri Rahayu Kasma, Andi Yulia kasmudi Kasmudi Kifyah, Siti Mujaifatul Kurniasih, Khamdiyah Indah Kushartanto, Ahmad Ilham Larisman, Larisman Lidia Maghfirah Listyawati, Andayani Lubis, Ramiah M. Hanafi M. Rasyid Maharani, Dewi Mailisa Maisura Makrooni, Golaleh Malina, Tanzilal Mariza Wijayanti Mariza Wijayanti MASRIL Maulana, Iska Mayangsari, Riska Ma’rifatul Hikmah Meiditra, Irzon Meta Meysawati Meysawati, Meta Miftahul Zannah Miftakhul Jannah Mochamad Afroni Muh. Haslan Muhamad Irfan Affandi Muhammad Arif Tiro, Muhammad Arif Muhammad Asyraf Yazin Muhammad Iqbal S Muhammad Kahfi Aulia Muhammad Wisnu Khumaidi Muhammad Yunus Muhammad Zaki Muya Barida Nala Rachmatal Azza Nawangsari, Desy Nelsiani, Linda Nilakanti, Dwi Putri NILAWATI Norven Togatorop Nur Azizah Nur Hayati Nur Hayati Nur Rahmah Nurbaya Nurmalia Zakaria Nurul Amna Nurul Mutmainnah Nurwahita Panuntun, Muhammad Suryo Pipit Septi Fitriyanti Piranti, Siti Syafira Prasetyo, Dodi Eko Pratama. E, M. Arya Puspita, Retchi Putra, Thomas Adrino Putra, Yadi Rahmaniah Rajagukguk, Thetty Surienty Rasyid, Aru Chevy Restu Selvanda, Alifia Riana, Riska Iva Rifqatussa Diyah Rinaldi rinaldi Rini Afrianti Rita Desfitri, Rita Riyadi, Hidayat Sugeng Rizky Afnan Fadillah Roberto Kaban Robiatul Adawiyah Rangkuti Rohani Lubis Ronaldo, Leo Roskianiadin, Roskianiadin Roslinawati Ruliana Sabir, Arisman Salmin Wanimbo Sappeami, Sappeami Sari Ningsih Sari Wiyanti Setia Budi Setiajie Anugrah, Iwan Sharfina, Dirayati Shehah Safitri Sihombing, Dewi Khairani Silma Kaaffah Simatupang, Ervina Simatupang, Jihan Nadirah Sinaga, Andre Frianto Sinta Elviyanti Siregar, Siti Rahmi Siswahyudianto Siti Partini Suardiman Siti Umi Kulsum Sofwan Sofwan Sri Maya Indira Nst Sri Rahayu Puspita Sari Sri Ria Ranti St Muriati, St Suhanah sukmaranti, galuh Supriyadi, Muhammada Edy Surizar Rahmi Danur Surya Wijaya Susi Herawati Syahrani Syahriah Madjid Syam, Salmaini Syamsiar, Syamsiar Syamsul Bahri Syarifah Masthura Syukriadi Syukron Ma’mun Utaminingsih, Eka Wafa, Khoirul Wahyu Nanda Eka Saputra Wisnu Khumaidi, Muhammad Wulandari Hasibuan, Lumita Wulandari, Gita Ayu Andhiani Yandy, Eza Yanti Murni Yerimadesi Yoesuf, Juliani Paramitha Yola Febriani Br Purba Yuda, Fitra Yudha, Fitra Yuli Fitriyani Yuli Fitriyani yulia Yulianto, Lili Dwi Yuliastuti, Nunung Yuni Dewi Safrida Yunisa, Hermy Yusri Wahyuni Zahra, Nabila Zarwinda, Irma Zipan Zulfikar Zumratul Meini Zuraidah