Kando (感動): A Cognitive-Load-Aware, Multilingual Architecture for Spaced Retrieval and Immersion-Driven Japanese Language Acquisition

Second-language acquisition (SLA) for non-cognate logographic languages—specifically Japanese across JLPT N5 through N1—suffers from historically high learner attrition. Kando Japanese (感動) introduces a full-stack, distributed pedagogical architecture synthesizing Krashen's Comprehensible Input (i+1) with a 250-story tiered Graded Reader (Tadoku), an interactive SVG vector-decomposition Kanji stroke engine (831 Joyo Kanji), a timezone-normalized SuperMemo SM-2 spaced repetition algorithm with intensity scheduling, and a contextual multi-LLM pedagogical companion (Sensei 3D) with deterministic semantic guardrails across 12 UI locales including Tamil and Hindi.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23891581
Primary Topic
Second Language Acquisition and Learning
Type
article
Field-Weighted Citation Impact
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article

Kando (感動): A Cognitive-Load-Aware, Multilingual Architecture for Spaced Retrieval and Immersion-Driven Japanese Language Acquisition

Rohith Ram H
Zenodo (CERN European Organization for Nuclear Research)
Second Language Acquisition and Learning
article

Kando (感動): A Cognitive-Load-Aware, Multilingual Architecture for Spaced Retrieval and Immersion-Driven Japanese Language Acquisition

Rohith Ram H
article en

Abstract

Second-language acquisition (SLA) for non-cognate logographic languages—specifically Japanese across JLPT N5 through N1—suffers from historically high learner attrition. Kando Japanese (感動) introduces a full-stack, distributed pedagogical architecture synthesizing Krashen's Comprehensible Input (i+1) with a 250-story tiered Graded Reader (Tadoku), an interactive SVG vector-decomposition Kanji stroke engine (831 Joyo Kanji), a timezone-normalized SuperMemo SM-2 spaced repetition algorithm with intensity scheduling, and a contextual multi-LLM pedagogical companion (Sensei 3D) with deterministic semantic guardrails across 12 UI locales including Tamil and Hindi.

Zenodo (CERN European Organization for Nuclear Research)
Quality education
Openalex Percentile: Top 9%
Second Language Acquisition and Learning
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