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Tobig's Recommender System Seminar, 14-15

AI/๋น…๋ฐ์ดํ„ฐ ์—ฐํ•ฉ๋™์•„๋ฆฌ ํˆฌ๋น…์Šค ์ถ”์ฒœ์‹œ์Šคํ…œ ์„ธ๋ฏธ๋‚˜์ž…๋‹ˆ๋‹ค. ํˆฌ๋น…์Šค 13-15๊ธฐ๊ฐ€ ๋ชจ์—ฌ ์ถ”์ฒœ์‹œ์Šคํ…œ์„ ๊ณต๋ถ€ํ•˜๊ณ  ํ•ด๋‹น ๋‚ด์šฉ์„ ์ •๋ฆฌํ•œ Repository ์ž…๋‹ˆ๋‹ค.

๋ฐœํ‘œ์ž๋ฃŒ์™€ ์ฐธ๊ณ ๋…ผ๋ฌธ ๋ชฉ๋ก์€ ์•„๋ž˜์˜ ๋งํฌ๋ฅผ ํ†ตํ•ด ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ’Ž Curriculum

โœ”๏ธ ๋งค์ฃผ ๋‹ค์–‘ํ•œ ์ถ”์ฒœ์‹œ์Šคํ…œ ๋ถ„์•ผ์— ๋Œ€ํ•œ ๋…ผ๋ฌธ ๋‚ด์šฉ๊ณผ ์ฝ”๋“œ๋ฅผ ๋ฆฌ๋ทฐํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ ์ง„ํ–‰๋ฉ๋‹ˆ๋‹ค.

์ฃผ์ฐจ ๋‚ ์งœ ์ฃผ์ œ ๋ฐœ์ œ์ž
0์ฃผ์ฐจ 21/04/07 CS246 : Chapter 9) Recommender System 1, 2
1์ฃผ์ฐจ 21/04/14 Collaborative Filtering ์ด์›๋„, ์ดํ˜œ๋ฆฐ
2์ฃผ์ฐจ 21/04/28 ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ์ถ”์ฒœ์‹œ์Šคํ…œ ๋ฐ•์ง€์€, ์ด์„ฑ๋ฒ”
3์ฃผ์ฐจ 21/05/05 Neural Collaborative Filtering (1) ๋ฅ˜์ฑ„์€, ์ดํ˜œ๋ฆฐ
Neural Collaborative Filtering (2) ๊ฐ•์ง€์šฐ, ์˜ค์ง„์„
4์ฃผ์ฐจ 21/05/12 Sequential Recommender (1) ๊ณ ์œ ๊ฒฝ, ์ด์˜ˆ์ง€
Sequential Recommender (2) ๊น€ํ˜„์ง€, ๋ฐ•์ง€์€
5์ฃผ์ฐจ 21/05/19 Hybrid Recommender (1) ๊ถŒ์˜คํ˜„, ์ด์›๋„
Hybrid Recommender (2) ์ด์„ฑ๋ฒ”, ์žฅ์•„์—ฐ
6์ฃผ์ฐจ 21/05/26 ๊ธฐํƒ€ ๋”ฅ๋Ÿฌ๋‹ ์ถ”์ฒœ์‹œ์Šคํ…œ ๋ชจ๋ธ 1 ์ด์˜ˆ์ง€, ์ดํ˜œ๋ฆฐ, ์žฅ์•„์—ฐ
7์ฃผ์ฐจ 21/06/02 ๊ธฐํƒ€ ๋”ฅ๋Ÿฌ๋‹ ์ถ”์ฒœ์‹œ์Šคํ…œ ๋ชจ๋ธ 2 ๊ถŒ์˜คํ˜„, ์˜ค์ง„์„, ์ด์„ฑ๋ฒ”
8์ฃผ์ฐจ 21/06/09 ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์ด์™ธ ์ฃผ์ œ1 ๋ฅ˜์ฑ„์€, ๋ฐ•์ง€์€, ์ด์›๋„
9์ฃผ์ฐจ 21/06/16 ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์ด์™ธ ์ฃผ์ œ2 ๊ฐ•์ง€์šฐ, ๊ณ ์œ ๊ฒฝ, ๊น€ํ˜„์ง€
10์ฃผ์ฐจ 21/06/23 ์‹ค๋ฌด ๊ด€๋ จ ์ฃผ์ œ - 10๊ธฐ ์ด์ค€๊ฑธ ์„ ๋ฐฐ๋‹˜(NAVER) ์ดˆ์ฒญ ๊ฐ•์˜

๐Ÿ’Ž Members

- Name Github
13๊ธฐ ๊ณ ์œ ๊ฒฝ yookyungkho
์˜ค์ง„์„ jinseock95
์ด์˜ˆ์ง€ simba-pumba
14๊ธฐ ๋ฐ•์ง€์€ jieun-enna
์ด์›๋„ stillpsy
์ดํ˜œ๋ฆฐ hrlee113
15๊ธฐ ๊ฐ•์ง€์šฐ jiwoo0212
๊ถŒ์˜คํ˜„ 5hyeonkwon
๊น€ํ˜„์ง€ KimHyeon-Ji
๋ฅ˜์ฑ„์€ superbunny38
์ด์„ฑ๋ฒ” SeongBeomLEE
์žฅ์•„์—ฐ JangAyeon

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[Tobigs 14/15th] Recommender System Seminar, 2021

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