Computer Science / Information Retrieval

All posts under category "Computer Science / Information Retrieval"

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Information Retrieval of Jumbled Words

Information Retrieval of Jumbled Words

์ด ๋…ผ๋ฌธ์€ ํ˜ผ๋ˆ๋œ ๋‹จ์–ด์˜ ๋…ํ•ด์— ๋Œ€ํ•œ ์‹ฌ๋„ ์žˆ๋Š” ๋ถ„์„์„ ์ œ๊ณตํ•˜๋ฉฐ, ํŠนํžˆ ์ธ๊ฐ„ ๋‡Œ๊ฐ€ ์–ด๋–ป๊ฒŒ ์ด๋Ÿฌํ•œ ํ˜ผ๋ž€์Šค๋Ÿฌ์šด ํ…์ŠคํŠธ๋ฅผ ์ฒ˜๋ฆฌํ•˜๋Š”์ง€์— ๋Œ€ํ•ด ์ƒ์„ธํžˆ ์„ค๋ช…ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฐ๊ตฌ๋Š” ์บ ๋ธŒ๋ฆฌ์ง€ ๋Œ€ํ•™๊ต์˜ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ, ๋‹จ์–ด ๋‚ด ๊ธ€์ž์˜ ์ˆœ์„œ๊ฐ€ ๋ฐ”๋€Œ์–ด๋„ ์ฒซ ๋ฒˆ์งธ์™€ ๋งˆ์ง€๋ง‰ ๊ธ€์ž๊ฐ€ ์˜ฌ๋ฐ”๋ฅธ ์œ„์น˜์— ์žˆ์œผ๋ฉด ๋…ํ•ด์— ํฐ ์˜ํ–ฅ์„ ๋ฏธ์น˜์ง€ ์•Š๋Š”๋‹ค๋Š” ์‚ฌ์‹ค์„ ๋ฐํ˜€๋ƒ…๋‹ˆ๋‹ค. ์ด๋Š” ์ธ๊ฐ„ ๋‡Œ๊ฐ€ ์ „์ฒด ๋‹จ์–ด๋กœ ์ธ์‹ํ•˜๋Š” ๋Šฅ๋ ฅ ๋•๋ถ„์ด๋ฉฐ, ์ด๋Ÿฌํ•œ ํ˜„์ƒ์€ ์—ฌ๋Ÿฌ ์š”์ธ๋“ค์— ์˜ํ•ด ์„ค๋ช…๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. 1. ๋ฌธ๋ฒ• ๊ตฌ์กฐ ๋ณด์กด ํ˜ผ๋ˆ๋œ ํ…์ŠคํŠธ์—์„œ๋„ ๋ฌธ์žฅ์˜ ๋ฌธ๋ฒ•์  ๊ตฌ์กฐ๊ฐ€ ์œ ์ง€๋˜๋ฉด ๋…์ž๋Š” ๋‹ค์Œ ๋‹จ์–ด๋ฅผ

Computer Science Information Retrieval
HiGR: Efficient Generative Slate Recommendation via Hierarchical Planning and Multi-Objective Preference Alignment

HiGR: Efficient Generative Slate Recommendation via Hierarchical Planning and Multi-Objective Preference Alignment

HiGR ๋…ผ๋ฌธ์€ ์Šฌ๋ ˆ์ดํŠธ ์ถ”์ฒœ์ด๋ผ๋Š” ๋ณตํ•ฉ์ ์ธ ๋ฌธ์ œ๋ฅผ ๋‘ ๊ฐ€์ง€ ํ•ต์‹ฌ ์ฐจ์›์—์„œ ํ˜์‹ ์ ์œผ๋กœ ์ ‘๊ทผํ•œ๋‹ค. ์ฒซ ๋ฒˆ์งธ๋Š” ์•„์ดํ…œ ํ† ํฌ๋‚˜์ด์ œ์ด์…˜ ๋‹จ๊ณ„์ด๋‹ค. ๊ธฐ์กด์˜ ์ž๋™ํšŒ๊ท€ ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์€ ์•„์ดํ…œ์„ ๋‹จ์ˆœํžˆ ๊ณ ์œ  ๋ฒˆํ˜ธ ํ˜น์€ ์ž„๋ฒ ๋”ฉ ๋ฒกํ„ฐ๋กœ ๋ณ€ํ™˜ํ•œ ๋’ค ์ˆœ์ฐจ์ ์œผ๋กœ ์˜ˆ์ธกํ•œ๋‹ค. ์ด ๊ฒฝ์šฐ ์•„์ดํ…œ ๊ฐ„ ์˜๋ฏธ์  ์—ฐ๊ด€์„ฑ์ด ํ† ํฐ ์ˆ˜์ค€์—์„œ ์ถฉ๋ถ„ํžˆ ๋ฐ˜์˜๋˜์ง€ ์•Š์•„, โ€œ์Œ์•…โ€‘ํŒโ€๊ณผ โ€œ์Œ์•…โ€‘์žฌ์ฆˆโ€์™€ ๊ฐ™์€ ์œ ์‚ฌ ์•„์ดํ…œ์ด ์„œ๋กœ ๋‹ค๋ฅธ ํ† ํฐ์œผ๋กœ ์ทจ๊ธ‰๋ผ ๋ชจ๋ธ์ด ๋ถˆํ•„์š”ํ•œ ํ˜ผ๋™์„ ๊ฒช๋Š”๋‹ค. HiGR์€ ์ž”์ฐจ ์–‘์žํ™”(residual quantization)์™€ ๋Œ€๋น„ ํ•™์Šต(contrastive learn

Computer Science Information Retrieval
An Comparative Analysis about KYC on a Recommendation System Toward Agentic Recommendation System

An Comparative Analysis about KYC on a Recommendation System Toward Agentic Recommendation System

๋ณธ ๋…ผ๋ฌธ์€ KYC ๋ฐ์ดํ„ฐ๋ฅผ ์—์ด์ „ํŠธํ˜• ์ธ๊ณต์ง€๋Šฅ(AI)๊ณผ ๊ฒฐํ•ฉํ•จ์œผ๋กœ์จ ๊ฐœ์ธํ™” ์ถ”์ฒœ์˜ ์ •ํ™•๋„์™€ ์‹ ๋ขฐ์„ฑ์„ ๋™์‹œ์— ํ–ฅ์ƒ์‹œํ‚ค๋Š” ์ƒˆ๋กœ์šด ํŒจ๋Ÿฌ๋‹ค์ž„์„ ์ œ์‹œํ•œ๋‹ค. ๋จผ์ €, KYC๋Š” ์ „ํ†ต์ ์œผ๋กœ ๊ธˆ์œต ๊ธฐ๊ด€์ด ๊ณ ๊ฐ์˜ ์‹ ์›ยท๊ฑฐ๋ž˜ ์œ„ํ—˜์„ ํ‰๊ฐ€ํ•˜๊ธฐ ์œ„ํ•ด ์ˆ˜์ง‘ํ•˜๋Š” ์ •ํ˜•ยท๋น„์ •ํ˜• ๋ฐ์ดํ„ฐ ์ง‘ํ•ฉ์ด๋ฉฐ, ๊ฐœ์ธ์ •๋ณด ๋ณดํ˜ธ์™€ ๊ทœ์ œ ์ค€์ˆ˜ ์ธก๋ฉด์—์„œ ๋†’์€ ๋ฏผ๊ฐ์„ฑ์„ ๊ฐ€์ง„๋‹ค. ์ด๋Ÿฌํ•œ ๋ฐ์ดํ„ฐ๋ฅผ ์ถ”์ฒœ ์‹œ์Šคํ…œ์— ์ง์ ‘ ํˆฌ์ž…ํ•˜๋ฉด ์‚ฌ์šฉ์ž์˜ ์‹ ์šฉ๋„ยท์†Œ๋“ ์ˆ˜์ค€ยท๊ฑฐ๋ž˜ ํŒจํ„ด ๋“ฑ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๋งž์ถคํ˜• ์ฝ˜ํ…์ธ ๋ฅผ ์ œ๊ณตํ•  ์ˆ˜ ์žˆ์–ด, ํŠนํžˆ ๊ด‘๊ณ (Ad)์™€ ๊ธฐ์ˆ (Tech) ๋ถ„์•ผ์—์„œ ์ „ํ™˜์œจ์„ ํฌ๊ฒŒ ๋Œ์–ด์˜ฌ๋ฆด ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ๋‹ค.

Computer Science Analysis Information Retrieval System

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