Toto Nusantara

@um.ac.id

Department of Mathematics, FMIPA
Universitas Negeri Malang

EDUCATION

Graduated IKIP Malang, Math. Education
Magister ITB, Math. Analysis
Doctor ITB, Applied Math.

RESEARCH INTERESTS

Applied Mathematics, Fuzzy Graph Theory, Mathematics Education

116

Scopus Publications

2167

Scholar Citations

25

Scholar h-index

74

Scholar i10-index

Scopus Publications

  • Prediction Ability of College Students in Solving Graph Problems


  • Analysis of mathematics students' problem-solving skills in making prediction mathematical representations
    Lathifaturrahmah Lathifaturrahmah, Toto Nusantara, Subanji Subanji, and Makbul Muksar

    AIP Publishing


  • M - Magic graph path anti fuzzy labeling
    Yeni Rahma Oktaviani, Toto Nusantara, and Santi Irawati

    AIP Publishing

  • Spatial durbin error model (SDEM) panel data simultaneous equation analysis using generalized method of moment (GMM) for GRDP and unemployment in East Java
    Dyah Laillyzatul Afifah, Swasono Rahardjo, Vita Kusumasari, Purwanto, Toto Nusantara, Nur Atikah, and Nadia Kholifia

    AIP Publishing

  • An edge coloring of anti fuzzy graph
    Moh. Nasih Aminulloh, Toto Nusantara, Mochammad Hafiizh, and Desi Rahmadani

    AIP Publishing

  • Transitional-Apprehending Mental Model for Junior High School Students in Understanding the Concept of Integers
    Sukiyanto Sukiyanto, Toto Nusantara, Sudirman Sudirman, and I Made Sulandra

    Galoa Events Proceedings
    Background: A concept that exists in students' minds and is used to describe and explain a phenomenon is called a mental model. Objective: This study aims to describe the transition-apprehending mental model of students in understanding the concept of integers. Design: This study used a qualitative approach and the type of research conducted was descriptive. Setting and participants: The subjects of this study were 35 students in grade VII Junior High School. Subjects were given a test to determine their understanding of the concept of integers. Data collection and analysis: data collection in this study, using test questions and interviews. Data analysis used five steps, namely 1) data transcoding; 2) reviewing data; 3) data reduction; 4) presenting data; 5) analyze the process of forming mental models; and 6) verifying the findings. Results: showed that grade VII students were at the transition-Apprehending level, as evidenced by students being able to compare negative integers and positive integers with the same magnitude symbol. Conclusion: based on the results of research that has been found, students already understand positive integers and negative integers using a number line .


  • The Model of Geometry Learning With Spatial Skills Features: Is It Possible?
    Indah Setyo Wardhani, Toto Nusantara, I Nengah Parta, and Hendro Permadi

    North American Business Press
    Integrating spatial skills into the model of geometry learning has become a major concern because of its role in solving geometric problems. Therefore, the present study endeavors to design syntax, social systems, reaction principles, support systems, and learning impact. To achieve this goal, a literature review was conducted, involving 58 scholarly articles and 11 literary books to inform the design of the learning model based on key constructs such as learning theory, spatial skills, and model development. The research culminated in articulating a rigorous theoretical rationale and an underlying framework that informs the learning model’s conceptualization.


  • Exploring Students' Work in Solving Mathematics Problem through Problem-Solving Phases


  • Student Commognitive Analysis in Solving Algebraic Problems


  • How Do Assimilation and Accommodation Occur in The Translation Process of Representation?
    Galuh SWASTİKA, Toto NUSANTARA, Subanji SUBANJİ, and Santi IRAWATİ

    Participatory Educational Research (Per)
    This study aims to describe the translation process of representation in mathematics education students’ solving of mathematical problems in the form of graphs. The translation process involves four activities: unpacking the source, preliminary coordination, constructing the target, and determining equivalence. The study was conducted on 65 students who took Calculus at three different universities in East Java Province, Indonesia. Research data in the form of answers to mathematical problems, video recordings, and interviews were analyzed based on the activity of the translation process within the accommodation and assimilation framework. Based on data analysis, the characteristics of the representation translation process are obtained in three categories, namely the symbolic-algebraic translation process (SA), the verbal translation process (V), and the symbolic-conceptual translation process (SC). When “unpacking the source” and “preliminary coordination,” SA looks difficult, so it changes the equations and graphs for completion several times. V verbally smoothly performs four translational process activities. However, subject V has doubts about the graph made after reading the question back. SC uses graph equations until it finds a solution in the form of a graph. However, after reflection, SC resolves the problem with the theory of monotony. It is important for the future teacher to understand the translation process of representation, especially given the difficulty students have solving mathematical problems. Prospective teachers are expected to be able to develop meaningful learning with various forms of representation so that students can connect their concepts to problem solving.


  • Student’s creative model in solving mathematics controversial problems
    Subanji Subanji, Toto Nusantara, Sukoriyanto Sukoriyanto, and Satriya Adika Arif Atmaja

    Universitas Negeri Yogyakarta
    For students to compete with the rapid advancement in science, technology, and the arts, creativity must be more than just a necessary skill. This study of levels of creativity performed when addressing statistical issues is a follow-up to earlier studies. To create a distinctive model, a controversial aspect was used. The study revealed that there were five levels of creative models, in addition to the three levels of the earlier research: pre-imitation, imitation, modification, combination, and construction. The pre-imitation stage is defined by the subject's limited capacity for imitation. The level of imitation is determined by the act of copying methods even when one does not actually understand them. The modification level is essentially defined by the process of altering a procedure so that it can be applied to solve an issue. The process for merging several settings or problem-solving strategies also serves to define the level of combination. The construction level is determined by the process of developing new methods to handle problems.

  • Predictive reasoning of senior high school students in handling COVID-19 data
    Lathifaturrahmah Lathifaturrahmah, Toto Nusantara, Subanji Subanji, and Makbul Muksar

    Modestum Ltd
    The purpose of this study is to describe the characteristics of predictive reasoning made by students in solving graph-related problems, particularly related to COVID-19. This is a descriptive qualitative study with data collected from a sample size of 25 senior high school students and analyzed using the <i>generalization-prediction task</i>. The result revealed that there are three types of students’ predictive reasoning made based on (1) data observation, (2) data observation coupled with prior experience, and (3) data observation coupled with prior experience or knowledge. The experience used to make a prediction is obtained from personal life, classroom, and general knowledge about COVID-19. In conclusion, this study improves students’ understanding and ability to reason with graphs and future studies can be conducted with different prediction tasks.

  • The Effectiveness of Infusion Learning Model in Linear Algebra Course
    Lia Budi Tristanti and Toto Nusantara

    Hindawi Limited
    This study aims to determine the effectiveness of applying the learning model in linear algebra at a university in the city of Jombang, Indonesia, which is indicated by looking at student learning outcomes, student learning activities, and the ability of lecturers to manage to learn. The quasi-experimental research method was carried out for 3 months involving two classes of students consisting of an experimental class (infusion learning model) and a control class (conventional learning). Data were collected through test sheets (pretest and posttest), student activity observation sheets, and lecturers’ ability observation sheets in managing to learn. Data were analyzed using two techniques, namely, inferential statistical analysis and descriptive statistical analysis. Based on inferential statistical analysis, it shows differences in students’ argumentation abilities between the control and experimental groups. In addition, based on the results of the descriptive analysis, student learning outcomes in the infusion learning model obtained more than the minimum standard value, students were active in learning activities, and lecturers’ abilities were good and very good in managing to learn. Thus, the infusion learning model effectively learns linear algebra with vector subspace topics. These findings indicate that students are enthusiastic about solving problems, building arguments not in dialog and arguments in dialog, and actively discussing with other students in class. We suggest that lecturers apply infusion learning to other math topics so that students can be enthusiastic about learning mathematics in class. Alternatively, lecturers can use the infusion learning model with technology-assisted learning to make learning more interesting for students.

  • How Are Students' Prior Knowledge Differentiate Analytical Thinking Process in Identifying the Convergence of Real Number Sequences?
    Agung Putra Wijaya, , Toto Nusantara, Sudirman Sudirman, Erry Hidayanto, , , and

    Modestum Ltd

  • On the Coloring of Anti Fuzzy Graph Direct Product
    Mohammad Nasih Aminulloh, Toto Nusantara, and Mochammad Hafiizh

    AIP Publishing


  • Rainbow Connection Number on Amalgamation of Tadpole Graphs and Amalgamation of Sun Graphs
    Ainin Yusri Saputri, Toto Nusantara, and Desi Rahmadani

    AIP Publishing

  • Teachers' communication in mathematics learning based on zone of promote action
    Siti Faizah, Toto Nusantara, Sudirman, Rustanto Rahardi, Susiswo, Subanji, and Ria Kamilah Agustina

    AIP Publishing



  • Investigating Functional Thinking Processes that Impact on Function Composition Problems in Indonesia
    Suci Yuniati, Toto Nusantara, Imade Sulandra, and Suparjono Suparjono

    Galoa Events Proceedings
    Background : Every student has the ability to think, especially the ability to think when solving mathematical problems. The teacher must explore this ability to determine student understanding of the material being taught. Functions are essential because they are the basis for understanding algebra. The way of thinking about function is called functional thinking. Objective : This study aims to investigate the functional thinking process of students in solving mathematical problems based on the APOS theory. Design : This type of research is qualitative through an exploratory, descriptive approach. Setting and participants : Two out of 44 university students that can communicate fluently when working on questions using the think-aloud and interview methods. Data analysis : Analysis of students’ functional thinking processes using the triangulation method, namely comparing think-aloud data, student answer sheets, and interview results. Results : This study found two ways of student functional thinking processes, namely semi-compositional functional thinking processes and compositional functional thinking processes, where students can generalise the relationship between quantity variations in the form of a composition function. Conclusion : This study investigates the functional thinking process of students in exploring the understanding of the concept of function so that students are expected to be able to represent and generalise function forms. de quantidade na forma de uma função de composição. Conclusão : Este estudo investiga o processo de pensamento funcional dos alunos ao explorar a compreensão do conceito de função, de modo que se espera que os alunos sejam capazes de representar e generalizar funcionais.

RECENT SCHOLAR PUBLICATIONS

  • How mathematics teachers' special knowledge changing: A case study in the professional teacher education program
    C Matitaputty, T Nusantara, E Hidayanto
    Journal on Mathematics Education 15 (2), 545-574 2024

  • m–Magic graph path anti fuzzy labeling
    YR Oktaviani, T Nusantara, S Irawati
    AIP Conference Proceedings 3049 (1) 2024

  • Differentiated Instructional Strategies Through Teacher Teaching Modules Based on Students' Learning Readiness Characteristics
    A Qolfathiriyus, T Nusantara, R Rahardi, H Susanto
    Migration Letters 21 (4), 308-318 2024

  • Analysis of mathematics students’ problem-solving skills in making prediction mathematical representations
    L Lathifaturrahmah, T Nusantara, S Subanji, M Muksar
    AIP Conference Proceedings 3049 (1) 2024

  • Exploring mathematical knowledge for teaching of in-service teacher in teaching practice: A case of teaching permutation and combination
    C Matitaputty, T Nusantara, E Hidayanto, S Sukoriyanto
    AIP Conference Proceedings 3049 (1) 2024

  • An edge coloring of anti fuzzy graph
    M Aminulloh, T Nusantara, M Hafiizh, D Rahmadani
    AIP Conference Proceedings 3049 (1) 2024

  • Spatial durbin error model (SDEM) panel data simultaneous equation analysis using generalized method of moment (GMM) for GRDP and unemployment in East Java
    DL Afifah, S Rahardjo, V Kusumasari, P Purwanto, T Nusantara, N Atikah, ...
    AIP Conference Proceedings 3049 (1) 2024

  • Effect of recitation method on mathematical reasoning ability and student self confidence
    MD Sundawan, T Nusantara, S Subanji, E Hidayanto
    Premiere Educandum: Jurnal Pendidikan Dasar dan Pembelajaran 13 (1), 75-95 2024

  • Implementation of Inquiry Learning Model in Collaboration with PBL to Improve Student Understanding in Number Theory Course
    LB Tristanti, T Nusantara, S Maf’ulah
    JTAM (Jurnal Teori dan Aplikasi Matematika) 8 (1), 150-163 2024

  • Key Research Ideas of Artificial Intelligence in Higher Education: Bibliometric Analysis and Information Mapping.
    A Aziz, T Nusantara, A Qohar, S Irawati
    Journal of Higher Education Theory & Practice 24 (2) 2024

  • Prediction Ability of College Students in Solving Graph Problems
    L Lathifaturahmah, T Nusantara, S Subanji, M Muksar
    2024

  • Transitional-Apprehending Mental Model for Junior High School Students in Understanding the Concept of Integers
    S Sukiyanto, T Nusantara, S Sudirman, IM Sulandra
    Acta Scientiae 25 (6), 484-514 2023

  • PENINGKATAN MINAT DAN HASIL BELAJAR MATEMATIKA PESERTA DIDIK KELAS VII I UPT SMP NEGERI 1 SELOREJO DENGAN MODEL PJBL
    S Susanti, T Nusantara
    Proceedings of Life and Applied Sciences 1 2023

  • Students’ mathematical argumentation ability based on mathematical material and semiotic approach
    LB Tristanti, T Nusantara
    AIP Conference Proceedings 2886 (1) 2023

  • -Magic Labeling on Anti Fuzzy Path Graph
    YR Oktaviani, T Nusantara, S Irawati
    arXiv preprint arXiv:2310.01462 2023

  • -Magic Labeling on Anti Fuzzy Path Graph
    Y Rahma Oktaviani, T Nusantara, S Irawati
    arXiv e-prints, arXiv: 2310.01462 2023

  • The Model of Geometry Learning With Spatial Skills Features: Is It Possible?
    IS Wardhani, T Nusantara, IN Parta, H Permadi
    Journal of Higher Education Theory & Practice 23 (14) 2023

  • Students’ reasoning about variability when comparing two sets of data from the perspective of commognitive
    D Rahmatina, T Nusantara, IN Parta, H Susanto
    International Journal of Instruction 16 (4), 1081-1098 2023

  • BERPIKIR RELASIONAL MAHASISWA PADA MATERI FUNGSI POLINOMIAL
    SA Nahdawiyah, T Nusantara, R Rahardi
    AKSIOMA: Jurnal Program Studi Pendidikan Matematika 12 (3), 3246-3258 2023

  • Bead Maze Media Semiotics Objects: A Study of Mathematics Teaching for Autism Students in Elementary School
    OP Wati, DW Ekowati, T Nusantara, M Muksar, DA Sudjimat
    Jurnal Ilmiah Sekolah Dasar 7 (3) 2023

MOST CITED SCHOLAR PUBLICATIONS

  • Problem solving in the context of computational thinking
    S Maharani, MN Kholid, LN Pradana, T Nusantara
    Infinity Journal 8 (2), 109-116 2019
    Citations: 70

  • Students' Errors in Solving the Permutation and Combination Problems Based on Problem Solving Steps of Polya.
    T Nusantara, TD Chandra
    International Education Studies 9 (2), 11-16 2016
    Citations: 66

  • An application of flipped classroom in mathematics teacher education programme
    K Umam, T Nusantara, I Parta, E Hidayanto, H Mulyono
    International Association of Online Engineering 2019
    Citations: 56

  • Analisis kesalahan penyelesaian soal prosedural bentuk pangkat bulat dan scaffoldingnya
    NM Khanifah
    Universitas Negeri Malang 2013
    Citations: 53

  • Critical Thinking Disposition: Students Skeptic in Dealing with Ill-Logical Mathematics Problem.
    PB Nugroho, T Nusantara, AR As' ari, E Hidayanto
    International Journal of Instruction 11 (3), 635-648 2018
    Citations: 49

  • Thinking Process of Pseudo Construction in Mathematics Concepts.
    T Nusantara
    International Education Studies 9 (2), 17-31 2016
    Citations: 41

  • A commognitive framework: The process of solving mathematical problems of middle school students
    M Zayyadi, T Nusantara, S Subanji, E Hidayanto, IM Sulandra
    International Journal of Learning, Teaching and Educational Research 18 (2 2019
    Citations: 39

  • Deskripsi Kesalahan Siswa pada Penyelesaian Masalah sistem persamaan linear tiga variabel (SPLTV)
    Y Kuswanti, S Sudirman, T Nusantara
    Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan 3 (7), 865-872 2018
    Citations: 39

  • How Do the Undergraduate Students Use an Example in Mathematical Proof Construction: A Study Based on Argumentation and Proving Activity.
    CM Laamena, T Nusantara, EB Irawan, M Muksar
    International Electronic Journal of Mathematics Education 13 (3), 185-198 2018
    Citations: 38

  • The Characteristic of the Process of Students' Metacognition in Solving Calculus Problems.
    D Purnomo, T Nusantara, S Rahardjo
    International Education Studies 10 (5), 13-25 2017
    Citations: 37

  • Content and pedagogical knowledge of prospective teachers in mathematics learning: commognitive framework
    M Zayyadi, T Nusantara, E Hidayanto, IM Sulandra, C Sa'dıjah
    Journal for the Education of Gifted Young Scientists 8 (1), 515-532 2020
    Citations: 35

  • Society 5.0 dan riset perguruan tinggi indonesia
    T Nusantara
    Prosiding Seminar Nasional Penguatan Riset Dan Luarannya Sebagai Budaya 2020
    Citations: 35

  • Kesalahan siswa dalam menyelesaikan permasalahan perbandingan senilai dan berbalik nilai
    M Raharjanti, T Nusantara, S Mulyati
    Universitas Muhammadiyah Surakarta 2016
    Citations: 35

  • Computational thinking pemecahan masalah di abad ke-21
    S Maharani, T Nusantara, AR As’ari, A Qohar
    Madiun: Perpustakan Nasional: Katalog Dalam Terbitan (KDT) 2020
    Citations: 34

  • Constructive Metacognitive Activity Shift in Mathematical Problem Solving.
    ID Hastuti, T Nusantara, H Susanto
    Educational Research and Reviews 11 (8), 656-667 2016
    Citations: 33

  • Exploring local plausible reasoning: the case of inequality tasks
    I Rofiki, T Nusantara, TD Chandra
    Journal of Physics: Conference Series 943 (1), 012002 2017
    Citations: 32

  • Changing in mathematical identity of elementary school students through group learning activities
    LR Hima, T Nusantara, E Hidayanto, S Rahardjo
    International Electronic Journal of Elementary Education 11 (5), 461-469 2019
    Citations: 31

  • Ethnomathematics In Arfak (West Papua-Indonesia): Numeracy Of Arfak
    TN Haryanto, SR Subanji
    International Journal of Scientific & Technology Research 6 (9), 325-327 2017
    Citations: 31

  • Susiswo, & Nusantara, T.(2016). Analisis Kemampuan Berpikir Kritis Siswa Kelas Viii-D SMP Negeri 1 Gambut

    2016
    Citations: 31

  • Structuring students’ analogical reasoning in solving algebra problem
    S Lailiyah, T Nusantara, C Sa’Dijah, EB Irawan, AH Asyhar
    IOP Conference Series: Materials Science and Engineering 296 (1), 012029 2018
    Citations: 29