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7th-ML-3team

๐Ÿฝ Kyung Hee Univ. Restaurant Recommendation System

์ด ํ”„๋กœ์ ํŠธ๋Š” ์‚ฌ์šฉ์ž์˜ ์ทจํ–ฅ์„ ๋ฐ˜์˜ํ•˜์—ฌ ์ตœ์ ์˜ ๋ง›์ง‘์„ ์ถ”์ฒœํ•˜๋Š” ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค.

๊ฒฝํฌ๋Œ€ํ•™๊ต ๊ตญ์ œ์บ ํผ์Šค 279๊ณณ์˜ ์Œ์‹์ ์„ ํฌ๋กค๋งํ•˜์—ฌ ์‚ฌ์šฉ์ž์—๊ฒŒ ์ ํ•ฉํ•œ ์Œ์‹์ ์„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ“Œ ์ฃผ์š” ๊ธฐ๋Šฅ

  • ์Œ์‹์  ๋ฐ์ดํ„ฐ ํฌ๋กค๋ง (Naver Maps)
  • ์ปจํ…์ธ  ๊ธฐ๋ฐ˜ ์ถ”์ฒœ ์‹œ์Šคํ…œ (Word2Vec)
  • XGBoost ๋ชจ๋ธ์„ ํ™œ์šฉํ•œ ํ‰์  ์˜ˆ์ธก
  • Streamlit์„ ํ™œ์šฉํ•œ ์Œ์‹์  ์ถ”์ฒœ

ํด๋” ๊ตฌ์กฐ

โ”ฃ ๐Ÿ“‚ 1_crawling_data # ํฌ๋กค๋งํ•œ ๋ฐ์ดํ„ฐ ์ €์žฅ ํด๋”

โ”ฃ ๐Ÿ“‚ 2_pre_EDA # ์ „์ฒ˜๋ฆฌ ๋œ ๋ฐ์ดํ„ฐ ํŒŒ์ผ๊ณผ EDA ํŒŒ์ผ

โ”ฃ ๐Ÿ“‚ 3_model # XGBoost ๊ธฐ๋ฐ˜ ๋ชจ๋ธ ์†Œ์Šค ์ฝ”๋“œ์™€ ์„ฑ๋Šฅ ๊ฒ€์ฆ ์‹œ๊ฐํ™”

โ”ฃ ๐Ÿ“œ 4_recommendation # Word2Vec ๊ธฐ๋ฐ˜ ์ถ”์ฒœ ์‹œ์Šคํ…œ ์†Œ์Šค ์ฝ”๋“œ์™€ ๋ฐ์ดํ„ฐ ํŒŒ์ผ

โ”— ๐Ÿ“œ README.md # ํ”„๋กœ์ ํŠธ ์„ค๋ช… ํŒŒ์ผ

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