14 results
Search Results
2. Visualization of students' performance from digital learning media using Self-Organizing Map (SOM).
- Author
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Tibyani, Tibyani, Anam, Syaiful, Wardhani, Ni Wayan Surya, and Hartono, Pitoyo
- Subjects
- *
DIGITAL learning , *SELF-organizing maps , *DIGITAL storytelling , *COGNITIVE styles , *DIGITAL technology , *ONLINE education , *MATHEMATICS - Abstract
In recent years, with the increase of online learning platforms, obtaining learning behavior data from students, are becoming easy. However, analyzing the data to extract meaningful information remains challenging due to the data volume and complexity. Here, we apply Self-organizing Maps (SOM) to visualize the learning characteristics of many elementary students over many online assignments in mathematics class. As a case study, this research used the data log of MONSAKUN, a digital learning environment that focuses on exercising arithmetic using story-based questions by using a problem-posing approach with the integration of mathematical sentences. Our primary objective is to give intuitive understanding to the teachers regarding the students' performance that subsequently allows the teachers to generate meaningful advices. Here, SOM generates a two-dimensional map that preserved the topological order of high-dimensional learning characteristics data, in which students with similar learning characteristics are located close to each other, while students with significantly different characteristics are distanced from each other. We are interested especially in locating low-performing students, as they are the most important to be given advice by the teachers. By locating the low-performing students and other students in their vicinity on the map, the teacher may be able to use other students as references for improving the low-performing students' performances. The idea is to mimic the learning characteristics of the students designated as references. Due to the learning characteristics similarity, the low-performing students do not need to make drastic changes in their learning styles. It can be expected that by iterating this process over many assignments, the students' performances will gradually be improved. In this paper, we utilized a digital learning platform MONSAKUN, for learning arithmetic used in Japan. In this paper, we present our preliminary results in the form a learning-visualization of characteristics students of analytical and advisory tools and described our future goals for building a more flexible and general tool that can be deployed in Indonesia. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Global Error Bounds for the Extended Vertical Linear Complementarity Problems of CKV-Type Matrices and CKV-Type B-Matrices.
- Author
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Gao, Lei, Jia, Xiudan, Jing, Xia, and Liu, Yi
- Subjects
- *
MATHEMATICS - Abstract
Some global error bounds with undetermined parameters, which are not always valid, for the extended vertical linear complementarity problems (LCP) of CKV-type matrices and CKV-type B -matrices, are presented by Yan and Wang (Jpn. J. Ind. Appl. Math. 41:129–150, 2024). In this paper, new global error bounds for the extended vertical LCP of CKV-type matrices and CKV-type B -matrices are given, which depend only on the entries of the involved matrices. Numerical examples show that the new bounds are better than those provided in Zhang et al. (Comput. Optim. Appl. 42(3):335–352, 2009) and Wang et al. (Comput. Appl. Math. 40:148, 2021) in some cases. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Teacher orchestration of student responses to rich mathematics tasks in the US and Japanese classrooms.
- Author
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Xu, Lihua and Mesiti, Carmel
- Subjects
MATHEMATICS teachers ,CLASSROOM activities ,MATHEMATICS ,CLASSROOMS ,MATHEMATICS education ,ACCOUNTING methods - Abstract
The growing interest in classroom discourse reflects a wide recognition within the mathematics education community of the critical role of social interactions in the joint construction of mathematics knowledge. An extensive body of empirical and theoretical work has been undertaken in the last two decades to characterise the types of classroom talk that are conducive to learning. Yet, a key challenge remains for mathematics teachers to orchestrate whole-class discussions so that student responses to instructional tasks can be utilised to advance the disciplinary understanding of the entire class. This is especially the case when the mathematics task in focus is both open and cognitively challenging. Drawing upon a complementary accounts methodology, we analysed the Learner's Perspective Study (LPS) classroom and interview data from two classrooms in the United States and Japan to explore teacher orchestration of student responses to rich mathematics tasks. Significantly influenced by a body of literature on classroom microculture in mathematics education, this paper employed two complementary conceptual tools, coherence and meta-discursive rules, to develop an analytical framework for the purpose of exploring epistemic coherence of classroom discourse across diverse settings. The findings demonstrated that both teachers' orchestration of whole-class discussion supported the macro-structuring of students' experience at the level of topic coherence and contextual, organisational and conceptual connectedness, whilst the meta-narratives allowed the teacher to connect their goals for mathematics teaching and learning with the ongoing classroom activities and interactions. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
5. A review of lesson study in mathematics education from 2015 to 2022: implementation and impact.
- Author
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Ding, Meixia, Huang, Rongjin, Pressimone Beckowski, Catherine, Li, Xiaobao, and Li, Yeping
- Subjects
MATHEMATICS education ,CAREER development ,RESEARCH questions ,MATHEMATICS ,EDUCATIONAL outcomes ,LEARNING communities - Abstract
Lesson study (LS), a teacher-oriented, student-focused professional development (PD) approach that originated in Japan, has spread globally. However, existing literature on the implementation of LS and its effectiveness provides inconsistent results, suggesting a need to review current research on LS. With a focus on LS in mathematics education, we examined 75 recent LS studies using Lewis's (ZDM Mathematics Education 48:571–580, 2016. https://doi.org/10.1007/s11858-016-0792-x) framework to understand how LS is implemented and the pathways by which LS can impact teaching practice and student learning. We found that new developments have taken place in LS implementation, although challenges persist throughout its process. Regarding the implementation of LS, even though the examined LS studies generally contained four phases (study, plan, teach, and reflect), we found many LS lacked a research question, and the study of teaching materials was sometimes invisible. Across phases, studies shared a consensus that it is most critical to focus on students' thinking and learning, yet reported challenges in maintaining this focus. In addition, the role of knowledgeable others (KOs) was recognized but inconsistently understood. Collaboration was also widely reported as a challenge. Finally, there were large variations in LS duration, with some LS implementing overly brief cycles. Regarding LS impact, the literature has more frequently reported changes in teachers' knowledge and beliefs and less frequently in curriculum, learning community/professional norms, teaching practice, and student learning outcomes. The above challenges reflect a need for culturally relevant systemic support for developing sustainable and large-scale LS. We suggest future directions for continued research and practice improvement. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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6. Relationship between mathematical pedagogical content knowledge, beliefs, and motivation of elementary school teachers.
- Author
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Tatsushi Fukaya, Mari Fukuda, and Masayuki Suzuki
- Subjects
ELEMENTARY school teachers ,PEDAGOGICAL content knowledge ,PSYCHOLOGY of teachers ,APATHY ,TEACHER effectiveness ,MULTIPLE regression analysis - Abstract
Pedagogical content knowledge (PCK) is one form of teachers' professional knowledge in subject teaching, and teachers' rich PCK enables effective instruction and improves students' academic performance. However, there has been limited research on the relationships of individual difference characteristics of teachers to PCK among in-service elementary school teachers. Therefore, in addition to the demographic variables (gender and years of teaching experience) and psychological variables (beliefs about teaching and learning and teacher efficacy) examined in previous studies, this study attempted to clarify whether motivation for teaching is related to PCK. We conducted a web survey of inservice elementary school teachers in Japan (n D 267). The results showed that the traditional beliefs that students are to be controlled by their teachers and indifference, which describes a state of lack of motivation to prepare for class, were negatively associated with two elements of mathematical PCK (knowledge of learners and knowledge of instruction). Furthermore, multiple regression analysis revealed that traditional beliefs about teaching and learning were negatively associated with the knowledge of learners and indifference to subject instruction with knowledge of instruction. This suggests that teachers' motivation for teaching is related to PCK, in addition to the variables that have been previously examined. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. On commuting automorphisms of finite p-groups of co-class 3, when p > 2.
- Author
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GARG, Rohit and SINGH, Mandeep
- Subjects
AUTOMORPHISMS ,MATHEMATICS ,CLASS groups (Mathematics) - Abstract
Let G be a group. An automorphism α of G is called a commuting automorphism if [α(g), g] = 1 for all g ∈ G. Let A(G) denote the set of all commuting automorphisms of G. A group G is said to be an A(G)-group if A(G) forms a subgroup of Aut(G), where Aut(G) denotes the group of all automorphisms of G. In [Proc. Japan Acad. Ser. A Math. Sci. 91 (2015), no. 5, 57-60] Rai proved that a finite p-group G of co-class 2 for an odd prime p is an A(G)-group. We prove that a finite p-group G of co-class 3 for an odd prime p, under some conditions, is an A(G)-group. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Facilitating Preschool Children's Mathematics Development in China, Japan, and the United States: Is the Classroom Library Considered?
- Author
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Stites, Michele L., Sonnenschein, Susan, Chen, Yongxiang, Imai-Matsumura, Kyoko, and Gürsoy, Hatice
- Subjects
CLASSROOMS ,PRESCHOOL children ,LIBRARY services for children ,CHINESE people ,GROUP work in education ,SEMI-structured interviews ,SCHOOL children ,MATHEMATICS - Abstract
The two studies examined in this paper compare the different mathematical opportunities provided in preschool classrooms in China, Japan, and the United States, with an emphasis on mathematical-themed books in classroom libraries. Study one presents the results of an online survey to examining the content of preschool classroom libraries in China (N = 134), Japan (N = 168), and the United States (N = 291). Study two presents data obtained from semi-structured interviews of teachers in China (N = 8), Japan (N = 8), and the United States (N = 8). The interviews examined teacher perceptions of how they teach mathematics, the importance of teaching mathematics, and the use of the classroom library as a venue for mathematics. Study one results indicated that teachers from all three countries encourage classroom library use; however, teachers from China reported more mathematics storybooks than their Japanese or United States counterparts. Study two results indicated that teachers from all three countries viewed mathematics as important and provided various mathematics learning opportunities to children throughout the school day. Chinese teachers reported providing the most mathematics learning opportunities using whole group instruction, mathematics centers, and free play. Japanese teachers reported few whole group forms of instruction other than circle time but reported providing opportunities for using mathematics during free play and other embedded activities. United States teachers indicated that mathematics learning occurred using whole group instruction and mathematics centers. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
9. Increasing investment in mathematics in changing times.
- Author
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Wakayama, Masato and Fesenko, Ivan
- Subjects
MATHEMATICS ,PRIVATE sector ,PUBLIC sector ,MATHEMATICIANS ,FUNDRAISING - Abstract
We reflect on our experience in Japan and the UK in raising mathematics funding, from the public and private sectors, and establishing new mathematics institutes. We hope that some of this information and relevant examples will be of use for mathematicians in other countries. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
10. Young children's mathematical activities at preschool and home in Japan.
- Author
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Cave, Peter
- Subjects
MATHEMATICS education ,EDUCATIONAL planning ,EARLY childhood education ,CHILDREN - Abstract
Research indicates that mathematical understanding before formal schooling influences later attainment. This study investigated the mathematical activities of preschool-aged children in Japan, a neglected topic despite the high mathematical attainment of Japanese children. Preschool activities were investigated using surveys, observations, and staff interviews; activities at home and use of non-preschool educational providers were investigated using surveys of parents. The results showed that preschools overwhelmingly followed the government curricula, seeking to develop children's interest in and sense of number, quantity, and shape through activities embedded in play and daily life; more directed teaching using workbooks was rare. Many children frequently engaged in informal mathematics-related activities at home. An unexpectedly high proportion of children engaged with learning materials from non-preschool educational providers. Results were broadly consistent across the two locations studied, despite the contrasting attainment of children in these areas in national mathematics tests. The results demonstrate that preschools in different parts of Japan avoid directed mathematical teaching. Further research is needed into the development of the mathematical understanding of preschool-aged children in Japan, especially in relation to non-preschool educational providers. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
11. Discussing students' thinking and perspectives for improving teaching: An analysis of teachers' reflection in post-lesson discussions in lesson study cycles.
- Author
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Shimizu, Yoshinori and Kang, Hyomin
- Subjects
ELEMENTARY school teachers ,PUBLIC school teachers ,CONCEPT learning ,TEACHERS ,MATHEMATICS - Abstract
Lesson study is a Japanese concept to improve teaching and learning mathematics through a particular form of activity in which a group of teachers works collaboratively to plan, implement, observe, and reflect on the proposed research lessons. Although lesson study is internationally acknowledged as providing key learning opportunities for teachers, there is limited information on post-lesson discussion and its contribution toward teachers' professional growth. This study has the aim of describing the key features of post-lesson discussions. An entire group of teachers at a public elementary school in Japan participated in three lesson study cycles. During the post-lesson discussion in each cycle, the teachers were invited to write down what they believed was significant in the planned lesson and their comments regarding the lessons, for the discussion. The writings and comments were collected and analyzed. This method helped capture teachers' 'voices' better compared to recordings of oral discussion. The results of the analyses of teachers' writings and comments revealed that a major part of post-lesson discussions involved issues related to pedagogies, and teachers' reflections tended to focus more on students' thinking and mathematical topics over time as the cycles of lesson study proceeded. The results suggested that teachers' professional growth can be related to their recognition of the importance of understanding students' thinking and their perspectives on mathematics, in order to improve teaching. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
12. Masculinity in the public image of physics and mathematics: a new model comparing Japan and England.
- Author
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Ikkatai, Yuko, Inoue, Atsushi, Minamizaki, Azusa, Kano, Kei, McKay, Euan, and Yokoyama, Hiromi M.
- Subjects
MATHEMATICAL physics ,WOMEN'S attitudes ,MASCULINITY ,ENGINEERING mathematics ,EDUCATORS - Abstract
Women are a minority in science, technology, engineering and mathematics academic careers. In particular, few women in Japan choose to study physics and mathematics. In this study, we investigated the factors contributing to the masculine image of physics and mathematics based on the framework of our expanded model. We conducted online questionnaire surveys in Japan and England, and found that physics and mathematics occupations, and mathematical stereotypes were both related to a masculine image. Only in Japan were social factors, such as a person's attitude to intellectual women, related to viewing mathematics as 'masculine'. However, the experience of being told or having heard that the choice of a particular course of studies would make someone less attractive to the opposite sex was evident only in England. This finding suggests that social factors affect the masculine image of physics and mathematics, and that this could vary depending on the country. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
13. Analysis of the final comments provided by a knowledgeable other in lesson study.
- Author
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Seino, Tatsuhiko and Foster, Colin
- Subjects
TEACHER development ,TEACHING experience ,MATHEMATICS - Abstract
Lesson study has been implemented in schools around the world as a method of professional development for teachers. Lesson study consists of five steps, among which the "Research Lesson" and "Post-lesson Discussion" are central. During the Post-lesson Discussion, after the teacher has commented on the lesson, all of the observers discuss the lesson, and the "knowledgeable other" (koshi), a specially invited expert, provides final comments. The quality of these final comments is critical to the learning of the lesson-study participants, and, consequently, the koshi plays an extremely important role. However, few studies have examined the nature and structure of the final comments that koshis provide. This study analyzed the final comments made in three elementary-school research lessons in Japan by a highly distinguished university mathematics educator with considerable teaching experience and an outstanding reputation as a koshi. We found that his final comments clustered into seven categories, which we named: (1) considering the didactical value of mathematical content; (2) use of representations; (3) fostering positive attitudes to learning; (4) incorporating students' ideas into whole-class discussions; (5) giving attention to what students write down; (6) giving attention to the content of the board-work; and (7) teacher growth through reflection. These categories provide insight into the nature of final comments that are regarded as being particularly useful and may form the basis for less-experienced koshis to structure their final comments in lesson study. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
14. Characterization of multilinear multipliers in terms of Sobolev space regularity.
- Author
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Grafakos, Loukas and Park, Bae Jun
- Subjects
SOBOLEV spaces ,HARDY spaces ,MULTILINEAR algebra ,MATHEMATICS - Abstract
We provide necessary and sufficient conditions for multilinear multiplier operators with symbols in L
r -based product-type Sobolev spaces uniformly over all annuli to be bounded from products of Hardy spaces to a Lebesgue space. We consider the case 1 < r ≤ 2 and we characterize boundedness in terms of inequalities relating the Lebesgue indices (or Hardy indices), the dimension, and the regularity and integrability indices of the Sobolev space. The case r > 2 cannot be handled by known techniques and remains open. Our result not only extends but also establishes the sharpness of previous results of Miyachi, Nguyen, Tomita, and the first author (see Grafakos, Miyachi, and Tomita [Canad. J. Math. 65 (2013), pp. 299-330]; Grafakos, Miyachi, Nguyen, and Tomita [J. Math. Soc. Japan 69 (2017), pp. 529-562]; Grafakos and Nguyen [Colloq. Math. 144 (2016), pp. 1-30]; and Miyachi and Tomita [Rev. Mat. Iberoamer. 29 (2013), pp. 495-530]), who only considered the case r = 2. [ABSTRACT FROM AUTHOR]- Published
- 2021
- Full Text
- View/download PDF
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