580 likes | 686 Views
Hashigo: A Next-Generation Sketch Interactive System for Japanese Kanji. Innovative Applications of Artificial Intelligence 2009 – Pasadena, CA, USA. (40 years ago) In 1969…. [1963]. (20 years ago) In 1989…. (Present day) In 2009…. Our Solution – Computer aided language instruction using AI .
E N D
Hashigo: A Next-Generation Sketch Interactive System for Japanese Kanji Innovative Applications of Artificial Intelligence 2009 – Pasadena, CA, USA
(40 years ago) In 1969… [1963]
About Japanese Instruction Reading Writing Culture Speaking Listening
Difficulties of Learning Kanji Many strokes Many Symbols Similarities in Kanji Writing Variations
Analogous Example to English w w w a a a t t t e e e r r r
Current Ways of Teaching Kanji Home Repetition Flashcard Memorization Workbook Self-Quizzes In-class Learning
月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月 月
Kanji Assessment (on paper) What was drawn How it was drawn
Real-Time Kanji Assessment?(1-on-1 vs. 1-to-many) What was drawn How it was drawn
Labeling the stroke numbers • not natural • trying to teach natural writing 2 3 1 4
A “Dynamic” Workbook Solution is practical, robust, and cost-effective $ $ $ ★ ★ ★
“Dynamic” Workbook Features • pen input • no drawing location constraints • size independence • visual assessment (what it looks like) • writing assessment (how it was drawn)
Our Hashigo System digital kanji teacher paper
Background on System’s Name Hashigo LAnguage for Describing Drawing, 梯子 Display, and Editing in LADDER Recognition
Utilized Resources 力 Sezgin primitive shape recognizer LADDER sketching language
About LADDER components constraints aliases 十 古 口
About LADDER components constraints aliases
About LADDER 口 components constraints aliases 十 kanji048 horzLine line1 mouth
Shape Description Convention line orientation point orientation shape interaction
Shape Description Convention line orientation point orientation shape interaction center p1 p1 center p2 p2
Shape Description Convention line orientation point orientation shape interaction
Visual Recognition of Kanji 十 • Line • horzLine • Line • vertLine components
Visual Recognition of Kanji • Horizontal • horzLine • Vertical • vertLine line orientation
Visual Recognition of Kanji • LeftOf • horzLine.p1 • horzLine.p2 • Above • vertLine.p1 • vertLine.p2 point orientation
Visual Recognition of Kanji • SameSize • vertLine • horzLine • SameX/Y • horzLine.center • vertLine.center shape interaction
Technique Recognition of Kanji • Line line1 • horzLine • Line line2 • vertLine • Point start1 • vertLine.p1 • Point end1 • vertLine.p2 • Point start2 • horzLine.p1 • Point end2 • vertLine.p2 start2 line1 end1 start1 line2 end2 aliases
Technique Recognition of Kanji start2 Stroke Order? Stroke Direction? line1 line2 start1 start2 line2 start1 end1 line1 end2
Technique Recognition of Kanji start2 Stroke Order? Stroke Direction? line2 line1 start2 start1 line2 start1 end1 line1 end2
Technique Recognition of Kanji start2 Stroke Order? Stroke Direction? line1 line2 end1 start2 line2 line1 start1 end1 end2
Preliminary Studies • Sketch Recognition of Expert Writer’s Handwritten Kanji • Assessment Recognition of Novice Students’ Handwritten Kanji • Novice Students’ Kanji Learning Progress
Preliminary Study #1 古吾冒朋明 唱晶品呂昌 早旭世胃旦 胆亘凹凸
Preliminary Study #1 85% 93% 98% * OCCR: Online Chinese Character Recognizer
Preliminary Study #2 古吾冒朋明 唱晶品呂昌 早旭世胃旦 胆亘凹凸
Preliminary Study #2 100% 99%