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mshin77/README.md

Hi, I'm Mikyung Shin ๐Ÿ‘‹

Website Email Google Scholar

About Me

I bridge the gap between research, technology, and education to create inclusive learning environments for diverse learners. Bilingual in Korean and English, I bring a global perspective to educational innovation.

What I Do

  • Math EdTech for Diverse Learners - Creating inclusive mathematics learning tools for students with disabilities
  • Evidence-Based Research - Conducting meta-analyses to identify effective instructional strategies
  • AI-Powered Accessibility - Developing adaptive technologies for personalized mathematics education

Research Focus

Publications

  • Mathematics Education for Students with Learning Disabilities
  • Inclusive EdTech Development
  • AI & Adaptive Learning Systems
  • Assistive Technology in Mathematics

Featured Projects

Software

Project Description
Fun Fraction Accessible fraction learning platform designed for students with mathematics difficulties
Math Tutor Voice assistant for fraction word problem solving
COLAB Math Voice assistant for building a math lesson plan
TextAnalysisR R Shiny web app for text mining analysis with quanteda, stm, and network analysis tools
Bayesian Modeling Bayesian multilevel modeling for evaluating intervention effects in a single-case design

Collaboration

Open to collaborations in AI/ML applications in education, data-driven research, Math EdTech development, and cross-cultural studies.

Popular repositories Loading

  1. ksse_ld ksse_ld Public

    https://mshin77.github.io/ksse_ld. A single-case multilevel meta-analysis: Mathematics interventions using virtual manipulatives for students with disabilities (2021 ํ•œ๊ตญํŠน์ˆ˜๊ต์œกํ•™ํšŒ ์ถ”๊ณ„ํ•™์ˆ ๋Œ€ํšŒ)

    JavaScript

  2. mshin77 mshin77 Public

  3. meta-analysis-lecture meta-analysis-lecture Public

  4. math-tech-sped math-tech-sped Public

    https://mshin77.github.io/math-tech-sped. R codes used for "A content analysis of research on technology use for teaching mathematics to students with disabilities: Word networks and topic modeling"

    R

  5. datasets datasets Public

  6. WP-meta-osf WP-meta-osf Public

    R