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Education๊ณผ Technology๐Ÿ”

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EdTech >> Reference for who are interested in EdTech & Learning Science www.neilheffernan.net/publications Publications WP23 Wilson, K., Xiong, X., Khajah, M., Lindsey, R. V., Zhao, S., Karklin, K., Van Inwegen, E., Han, B., Ekanadham, C., Beck, J., Heffernan, N., & Mozer, M., (2016) Estimating student proficiency: Deep learning is not the panacea. Submission to the NIPS 20 sites.google.com learnlab.org LearnLab – Part of the Simon Initiative learnlab.org www.ucl.ac..
EdTech >> What kind of EdTech should be developed? vod.kbs.co.kr/index.html?source=episode&sname=vod&stype=vod&program_id=PS-2019180902-01-000 ๋‹คํ ์ธ์‚ฌ์ดํŠธ - KBS [์‹ ๋…„๊ธฐํš ๋ณด์ผ๋ง ํฌ์ธํŠธ 1๋ถ€ - ์—ญ์ „๋œ ์„ธ๊ณ„] ์„ธ๊ณ„๊ฐ€ ๊ฐ€์ƒ์„ ํ–ฅํ•ด ๋“์–ด์˜ค๋ฅธ๋‹ค. ์†Œ์…œ๋ฏธ๋””์–ด์˜ ํ™•์‚ฐ, ์ธ๊ณต์ง€๋Šฅ์˜ ํš๊ธฐ์ ์ธ ๋„์•ฝ์ด ํ˜„์‹ค์„ ์—„์ฒญ๋‚œ ์†๋„๋กœ ๋นจ์•„๋“ค์ธ๋‹ค. ๊ฐ€์น˜์˜ ๋Œ€ํ˜ผ๋ž€ ์†์— ์ •์น˜ ๊ฐˆ๋“ฑ vod.kbs.co.kr HCI ์ˆ˜์—…์„ ํ†ตํ•ด์„œ ์ด ๋‹คํ๋ฅผ ๋ณด๊ฒŒ ๋˜์—ˆ๋Š”๋ฐ, ๊ฐœ๋ฐœ์ž์™€ ๊ต์œก๊ฐ€๋กœ์„œ ์ •๋ง ์ค‘์š”ํ•œ ์งˆ๋ฌธ๋“ค์„ ๋˜์ง€๊ณ  ๊ฐ„ ๋‹คํ์˜€๋‹ค. ์ด ๋‹คํ์—์„œ singularity๋ผ๋Š” ๊ฐœ๋…์„ ์–ธ๊ธ‰ํ•œ๋‹ค. ๋ณธ๋ž˜ singularity๋ž€ "๊ธฐ๊ณ„๊ฐ€ ์ง„ํ™”ํ•˜์—ฌ ์ธ๊ฐ„์˜ ์ง€์„ฑ์„ ์ถ”์›”ํ•˜๋Š” ์‹œ์ "์„ ์˜๋ฏธํ•œ๋‹ค. ํ•˜์ง€๋งŒ ์ด ๊ฐ•์˜์—์„œ๋Š” "reverse singula..
์š”์ฆ˜๊ด€์‹ฌ์‚ฌ(AIeD:AI in education) ์ตœ๊ทผ์— ์ฝ์€ ์ฑ…๋“ค, ์•Œ๊ฒŒ ๋œ ๋ถ„์•ผ๋“ค๋กœ ์ธํ•ด์„œ ์ƒ๊ฐ์ด ๋„ˆ~๋ฌด ๋งŽ์•„์ ธ์„œ ํ˜„์žฌ ๋‚ด๊ฐ€ ์–ด๋””์— ๊ด€์‹ฌ์ด ๊ฐ€ ์žˆ๊ณ , ์–ด๋Š ์ชฝ์„ ๋‚˜์˜ ์ „๋ฌธ ๋ถ„์•ผ๋กœ ์‚ผ์„์ง€ ์ •๋ฆฌํ•ด๋ด์•ผ ๊ฒ ๋‹ค. 1. ๊ต์œก ๋จผ์ € ๊ต์œก์— ๊ด€ํ•ด์„œ ๋“  ์ƒ๊ฐ์„ ์ •๋ฆฌํ•ด๋ณด๊ฒ ๋‹ค. ์ตœ๊ทผ์— '์ผ๊ณฑ๊ฐ€์ง€ ๊ต์œก ๋ฏธ์‹ '์ด๋ผ๋Š” ์ฑ…์„ ์ฝ์œผ๋ฉฐ '์—ญ๋Ÿ‰๊ต์œก'๊ณผ '์ง€์‹๊ต์œก'์— ๋Œ€ํ•œ ์ด๋ถ„๋ฒ•์ด ์‚ฌ๋ผ์ง€๊ฒŒ ๋˜์—ˆ๋‹ค. '์—ญ๋Ÿ‰๊ต์œก'๊ณผ '์ง€์‹๊ต์œก' ๋ชจ๋‘ ๋ณ‘ํ–‰๋˜์–ด์•ผ ํ•˜๋ฉฐ ์–ด๋Š ๊ฒƒ๋„ ์ค‘์š”์„ฑ์ด ๊ฐ„๊ณผ ๋˜์–ด์„œ๋Š” ์•ˆ๋œ๋‹ค. 21์„ธ๊ธฐ, 4์ฐจ ์‚ฐ์—…ํ˜๋ช…์— ์‚ด์•„๊ฐ€๋Š” ์•„์ด๋“ค์€ ์–ด๋– ํ•œ ์—ญ๋Ÿ‰์„ ๊ธธ๋Ÿฌ์•ผ ํ•˜๋Š”์ง€๊ฐ€ ์ตœ๊ณ  ํ™”๋‘๊ฐ€ ๋˜์—ˆ๊ณ , ์ด๋ฅผ ์œ„ํ•ด ํ™œ๋™ ์ค‘์‹ฌ์˜ ํ™œ๋™์ด ์ง€์‹๊ต์œก๋ณด๋‹ค ์šฐ์„ ์‹œ๋˜๊ณ  ์žˆ๋‹ค. ํ•˜์ง€๋งŒ ์—ญ๋Ÿ‰, ํ”ํžˆ๋“ค 4C์—ญ๋Ÿ‰์ด๋ผ๊ณ  ํ•˜๋Š”๋ฐ ์ด๋ฅผ ๊ธฐ๋ฅด๊ธฐ ์œ„ํ•ด์„œ๋Š” "ํ’๋ถ€ํ•œ ์‚ฌ์‹ค์  ์ง€์‹"์ด ํ•„์š”ํ•˜๊ณ , ์ด ์ง€์‹๋“ค์€ ์•„์ด๋“ค์˜ ์žฅ๊ธฐ๊ธฐ์–ต์œผ๋กœ ๋ถ€ํ„ฐ ์˜จ..
EduTech >> ๊ต์œก์— AI๋ฅผ ํ™œ์šฉํ•˜๊ณ  ์žˆ๋Š” ํšŒ์‚ฌ๋“ค https://builtin.com/artificial-intelligence/ai-in-education 12 companies using AI in education to enhance the classroom AI and deep learning systems are innovating education. builtin.com
EduTech >> Gamification and e-learning Gamification and e-learning Game์€ interaction component๊ฐ€ ๋  ์ˆ˜ ์žˆ์Œ. Game dynamicsํ•˜๊ณ  game mechanic ๋‘๊ฐ€์ง€์˜ ์นดํ…Œ๊ณ ๋ฆฌ๋กœ ๊ฒŒ์ž„์˜ ์š”์†Œ๋Š” ๋‚˜๋‰  ์ˆ˜ ์žˆ๋Š”๋ฐ, game dynamics๋Š” ํฌ์ธํŠธ, ๋ ˆ๋ฒจ, ๋ฐฐ์ง€, ๊ฐ€์ƒ์˜ ์ƒํ’ˆ, leaderboard, ๊ฐ€์ƒ์˜ ์„ ๋ฌผ ๋“ฑ์ด ๋  ์ˆ˜ ์žˆ๊ณ  game dynamic์€ ๋ณด์ƒ, ๋žญํ‚น, ์„ฑ์ทจ, individuality, ๊ฒฝ์Ÿ, altruism๋“ฑ์„ ํฌํ•จํ•œ๋‹ค. ์ด ํ‘œ์— ๋”ฐ๋ฅด๋ฉด ํ•™์Šตํ™˜๊ฒฝ ๋‚ด์—์„œ ์ด๋Ÿฌํ•œ game mechanic์ด ์‚ฌ์šฉ๋˜๋ฉด, ๊ทธ์— ๋Œ€์‘ํ•˜๋Š” human desire์ด ์–ป์–ด์ง„๋‹ค๊ณ  ํ•œ๋‹ค. ์ฆ‰ game mechanic์„ ์ด์šฉํ•จ์œผ๋กœ์จ ์ข€ ๋” ๋™๊ธฐ๋ถ€์—ฌ์ ์ธ ํ•™์Šตํ™˜๊ฒฝ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋‹ค๋Š” ๋œป. ์ฆ‰ ๊ฒŒ์ž„ ๋ฉ”์นด๋‹‰์„ e-learni..
Education << ์•ž์„œ๊ฐ€๋Š” ์•„์ด๋“ค์€ ์–ด๋–ป๊ฒŒ ๋ฐฐ์šฐ๋Š”๊ฐ€1 ์ด๋ฒˆ ๋ฐฉํ•™์— ๊ต์œกํ˜์‹ ์— ๊ด€ํ•ด์„œ ๋” ์•Œ์•„๊ฐ€๋ณด๊ณ ์ž '์•ž์„œ๊ฐ€๋Š” ์•„์ด๋“ค์€ ์–ด๋–ป๊ฒŒ ๋ฐฐ์šฐ๋Š”๊ฐ€'๋ผ๋Š” ์ฑ…์„ ์ƒ€๋‹ค. ํ‰์†Œ์— ์ฑ…์„ ์ž˜ ์•ˆ์ฝ์–ด์„œ, ์ด๋ฒˆ์—๋Š” ๊ผญ ์™„๋…์„ ํ•˜๊ฒ ๋‹ค๊ณ  ๋งˆ์Œ์œผ๋กœ ๋™๊ธฐ๋ถ€์—ฌ๋ฅผ ์œ„ํ•ด ์˜ค๋Š˜๋ถ€ํ„ฐ ์ฑ…์„ ์ฝ์–ด๊ฐ€๋Š” ๊ณผ์ •์„ ๊ธฐ๋กํ•˜๋ ค๊ณ  ํ•œ๋‹น..ใ…Ž ํ”„๋กค๋กœ๊ทธ๋ฅผ ์ฝ๊ณ  ์ €์ž์˜ '21์„ธ๊ธฐ์˜ ๊ต์œก์€ ์–ด๋– ํ•œ ๋ชจ์Šต์ด์–ด์•ผ ํ•˜๋Š”๊ฐ€'๋ผ๋Š” ๊ถ๊ธˆ์ฆ์— ๋Œ€ํ•ด์„œ ๋‚˜๋„ ๊นŠ์ด ๊ณต๊ฐํ–ˆ๋‹ค. ํ–ฅํ›„ ๋ช‡๋…„ ๋˜๋Š” ๋ช‡์‹ญ๋…„ ์•ˆ์œผ๋กœ ์ธ๊ณต์ง€๋Šฅ์ด ํ˜„์žฌ ์ง์—…์˜ ์ƒ๋‹น๋ถ€๋ถ„์„ ๋Œ€์ฒดํ•  ์‹œ๋Œ€๊ฐ€ ๋‹ค๊ฐ€์˜ค๊ณ  ์žˆ๋Š”๋ฐ, ๋Œ€๋ถ€๋ถ„์˜ ํ•™๊ต์—์„œ๋Š” ์•„์ง๋„ ์ด๋ฅผ ๋Œ€๋น„์‹œํ‚ค์ง€ ์•Š๊ณ  ๊ฐ•์˜์‹ ์ˆ˜์—…๊ณผ ๋ช‡์‹œ๊ฐ„ ํ›„๋ฉด ๋‹ค ์žŠ์„ ๋‹ต์ด ์ •ํ•ด์ง„ ์‹œํ—˜์œผ๋กœ ์ˆœ์œ„๋‚˜ ๋งค๊ธฐ๊ณ  ์žˆ์œผ๋‹ˆ ๋„ˆ๋ฌด ๋‹ต๋‹ตํ•œ ๋งˆ์Œ์ด ๋“ค์—ˆ๋‹ค. ์ด ์ฑ…์—์„œ๋Š” ํ˜„์žฌ ํ•™์Šต ํ˜๋ช…์„ ์ฃผ๋„ํ•ด๋‚˜๊ฐ€๊ณ  ์žˆ๋Š” ์ „์„ธ๊ณ„์˜ ์—ฌ๋Ÿฌ ํ•™๊ต๋“ค์„ ํƒ๋ฐฉํ•œ ๋‚ด์šฉ๋“ค์„ ๋‹ด๊ณ  ์žˆ๋Š”๋ฐ, ์ฒซ๋ฒˆ์งธ ์†Œ๊ฐœ๋œ ..
EduTech >> How Intelligent Tutoring Systems Make Deep Learning Possible How Intelligent Tutoring Systems Make Deep Learning Possible ์ถ”ใ„น์ฒ˜ : https://www.edsurge.com/news/2018-11-26-how-intelligent-tutoring-systems-make-deep-learning-possible How Intelligent Tutoring Systems Make Deep Learning Possible - EdSurge News For 30 years, the Harold W. McGraw, Jr. Prize in Education has been one of the most prestigious awards in the field, honoring outstanding individuals ... ..
EduTech>> Education 2020 ๋„์ ๋„์ ..... ์–ด๋–ค ํ˜•ํƒœ๋“ , Education technology๊ฐ€ ๋ฐœ๋‹ฌํ•˜๋ฉด์„œ ์ƒ๊ฐํ•ด ๋ณผ ์ˆ˜ ์žˆ๋Š” ํฐ ์ด์ ๋“ค์€ ์ ‘๊ทผ์„ฑ์˜ ์ฆ๊ฐ€๋กœ ์งˆ์ข‹์€ ๊ต์œก์„ ์„ธ๊ณ„ ์–ด๋””์—์„œ๋‚˜ ๋ฐ›์„ ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ, intelligent tutoring system์„ ํ†ตํ•œpersonalized learning, ์ฆ‰ ๊ฐœ์ธ ๋งž์ถคํ˜• ํ•™์Šต์ด ๊ฐ€๋Šฅํ•ด์ง์œผ๋กœ์จ ๊ต์‚ฌ๋ฅผ ๋•๊ณ  ๊ทธ๋กœ ์ธํ•ด ํ•™์Šตํšจ๊ณผ๋ฅผ ๋†’์ผ ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ์ด๋‹ค. ๋˜ํ•œ ํŠน์ • ๊ต์œก๋ฒ•์„ ํ™œ์„ฑํ™”์‹œ๊ฑฐ๋‚˜, ํŠน์ • ๊ณผ๋ชฉ ํŠนํžˆ ์ˆ˜ํ•™, ๊ณผํ•™์— ์žˆ์–ด์„œ ํ•™์ƒ๋“ค์˜ ์ดํ•ด๋ฅผ ๋„์šธ ์ˆ˜ ์žˆ๋Š” ๊ฒƒ๋„edutech๊ฐ€ ๊ธฐ์—ฌํ•˜๊ณ  ์žˆ๋Š” ๋ถ€๋ถ„ ์ค‘ ํ•˜๋‚˜์ด๋‹ค. ํ•˜์ง€๋งŒ ๊ฐ€์žฅ ์ค‘์š”ํ•œ ๊ฒƒ์€ ๊ธฐ์ˆ ์˜ ๋„์›€์€ ๋„์›€์ผ ๋ฟ, ๊ต์‚ฌ์˜ ์—ญ๋Ÿ‰์„ ๋ฌด์‹œํ•ด์„œ๋Š” ์•ˆ๋˜๋ฉฐ ์˜คํžˆ๋ ค ๊ต์‚ฌ์˜ ์—ญํ• ์ด ๋” ์ค‘์š”ํ•˜๋‹ค๋Š” ๊ฒƒ์ด๋‹ค.์™œ๋ƒํ•˜๋ฉด ๊ธฐ์ˆ ์„ ์‚ฌ์šฉํ•จ์œผ๋กœ์จ ๋” ๋‚˜์€ ์ˆ˜์—… ๋˜๋Š” ํ•™์—…์„..