Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Online Learning to Rank for Sequential Music Re...
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
zr_4
October 05, 2019
Research
0
910
Online Learning to Rank for Sequential Music Recommendation
zr_4
October 05, 2019
Tweet
Share
More Decks by zr_4
See All by zr_4
ニュース記事の品質が広告消費行動に与える影響の調査
zr_4
0
1k
パーソナライゼーションのためのマルチリービング
zr_4
3
1.1k
consumption.pdf
zr_4
0
340
Other Decks in Research
See All in Research
【SIGGRAPH Asia 2025】Lo-Fi Photograph with Lo-Fi Communication
toremolo72
0
130
Self-Hosted WebAssembly Runtime for Runtime-Neutral Checkpoint/Restore in Edge–Cloud Continuum
chikuwait
0
390
LiDARセキュリティ最前線(2025年)
kentaroy47
0
240
教師あり学習と強化学習で作る 最強の数学特化LLM
analokmaus
2
940
20年前に50代だった人たちの今
hysmrk
0
160
SREはサイバネティクスの夢をみるか? / Do SREs Dream of Cybernetics?
yuukit
3
430
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
satai
3
620
AWSの耐久性のあるRedis互換KVSのMemoryDBについての論文を読んでみた
bootjp
1
530
討議:RACDA設立30周年記念都市交通フォーラム2026
trafficbrain
0
560
[Devfest Incheon 2025] 모두를 위한 친절한 언어모델(LLM) 학습 가이드
beomi
2
1.5k
令和最新技術で伝統掲示板を再構築: HonoX で作る型安全なスレッドフロート型掲示板 / かろっく@calloc134 - Hono Conference 2025
calloc134
0
580
一般道の交通量減少と速度低下についての全国分析と熊本市におけるケーススタディ(20251122 土木計画学研究発表会)
trafficbrain
0
180
Featured
See All Featured
Writing Fast Ruby
sferik
630
63k
Evolving SEO for Evolving Search Engines
ryanjones
0
150
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
2.7k
Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO
davidcarrasco
3
68
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.3k
The SEO identity crisis: Don't let AI make you average
varn
0
410
Digital Ethics as a Driver of Design Innovation
axbom
PRO
1
210
Fashionably flexible responsive web design (full day workshop)
malarkey
408
66k
The SEO Collaboration Effect
kristinabergwall1
0
390
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
240
Avoiding the “Bad Training, Faster” Trap in the Age of AI
tmiket
0
97
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
89
Transcript
0OMJOF-FBSOJOHUP3BOLGPS 4FRVFOUJBM.VTJD3FDPNNFOEBUJPO #-1FSFJSB "6FEB (1FOIB 3-54BOUPT /;JWJBOJ 3FD4ZTจಡΈձࢿྉ ൧௩ᔨೋ![S@
ஶऀհ w ॴଐ w 'FEFSBM6OJWFSTJUZPG.JOBT(FSBJT w ஶऀ w #SVOP-1FSFJSB w
"MCFSUP6FEB w (VTUBWP1FOIB w 3PESZHP-54BOUPT w /JWJP;JWJBOJ
എܠ w ԻָετϦʔϛϯάαʔϏεͷོ w ਓྗϓϨΠϦετͷݶք w Ϣʔβʔͷझଊ͍͑ͯͳ͍ w ͯ͢ͷۂΛΧόʔ͢Δͷແཧ w
աڈͷϩά zݱࡏͷηογϣϯz͔Βֶश͍ͨ͠ w ؾɺΞΫςΟϏςΟʹΑͬͯฉ͖͍ͨۂมΘΔ
ߩݙ w ϢʔβʔϑΟʔυόοΫΛ࿈ଓతʹֶश͢ΔΦϯϥΠϯϥϯ Ϋֶशख๏$PVOUFSGBDUVBM%VFMJOH#BOEJUT $%# ΛఏҊ w *NQMJDJUGFFECBDL QMBZPSBDUJPO ͷΈΛ͏
w ࣍ݩಛϕΫτϧΛείΞϦϯάʹ͏ w Ϟσϧ୳ࡧ࣌ʹҼՌਪ͢Δ w ࠷৽ͷΦϯϥΠϯֶशख๏ΑΓֶश͕ૣ͘ɺߴਫ਼Λୡ
ؔ࿈ݚڀ w "VUPNBUJD1MBZMJTU(FOFSBUJPO w 4UBUJD w .BSLPWSBOEPNpFMEBQQSPBDI 4*(.. 3BHOPFUBM
w %ZOBNJD w JNQMJDJUGFFECBDLΛͬͨώϡʔϦεςΟΫε *4.*3 1BNQBMLFUBM w BVEJPCBTFESFQSFTFOUBUJPOʹجͮ͘ۂΫϥελۭؒͷڧԽ ֶश 3FD4ZT ,JOHBOE*NCSBTBJUF
ؔ࿈ݚڀ w $POUFYUVBMCBOEJUT w /FXTDPOUFYUVBMCBOEJU 84%. -JFUBM w ۂΛBSNʹ͢ΔͱϢʔβʔମݧతʹΑ͘ͳ͍͔
w 0OMJOFMFBSOJOHUPSBOL w ΞΠςϜۭؒͷ࣍ݩಛྔΛBSNʹ͢Δ w ۂҰͭΛධՁ͢ΔͷʹϥϯΩϯάΛධՁ͢ΔJOUFSMFBWJOH ෆద
ઃఆ શۂσʔλ ਪનީิۂ
$%#"MHPSJUIN
$%#"MHPSJUIN VରϢʔβ TϢʔβ͕બΜͩॳظۂ NΞʔϜͷ Tͷϙδγϣϯ ॳظԽ
$%#"MHPSJUIN VରϢʔβ TϢʔβ͕બΜͩॳظۂ NΞʔϜͷ Tͷϙδγϣϯ ॳظԽ ϕΫτϧ୳ࡧ
$%#"MHPSJUIN
$%#"MHPSJUIN VରϢʔβ TϢʔβ͕બΜͩॳظۂ NΞʔϜͷ Tͷϙδγϣϯ ॳظԽ ϕΫτϧ୳ࡧ ධՁ
࣮ݧɿௐ߲ࠪ $%#ͲΕ΄Ͳֶ͘श͢Δ͔ $%#ऩଋ࣌ʹͲΕ΄ͲͷޮՌ͕͋Δ͔ EVFMͲͷΑ͏ʹӨڹ͢Δ͔
࣮ݧɿσʔληοτ w -BTUGN,EBUBTFU w ظؒɿ w ΧϥϜɿVTFS*% BSUJTU*% TPOH*% UJUMF
w 4QPUJGZ .VTJD#SBJO[ͷσʔλͱ݁߹ w VTFST TPOHT FWFOUT
࣮ݧɿධՁ
࣮ݧ݁Ռֶश ˠ-JO6$#ʹൺɺֶ͘शͰ͖͍ͯΔ
࣮ݧ݁ՌֶशޮՌ ˠ-JO6$#ʹൺɺޮՌతʹֶशͰ͖͍ͯΔ
࣮ݧ݁ՌEVFMͷӨڹ ˠNҎ߱Ͱ-JO6$#ʹൺɺใु͕ߴ͔ͬͨ
·ͱΊͱࠓޙͷ՝ w Իָͷਪનʹର͢ΔΦϯϥΠϯֶशख๏$%#ΛఏҊ w ύʔιφϥΠζ͔ͭগͳ͍GFFECBDLͷঢ়گطଘݚڀʹͳ͔ͬͨ w $POUFYUVBMCBOEJUͱͷൺֱ࣮ݧΛߦͬͨ w গͳ͍ϢʔβʔϑΟʔυόοΫͰޮՌతͳֶश w
ࠓޙͷ՝ w χϡʔεਪનͷద༻ w ࣮ੈքͷద༻
ॴײ w 4FRVFOUJBM3FDPNNFOEBUJPOͷΦϑϥΠϯධՁͷΓ ͔͕ͨΓ͔ͨͬͨͷͰࢀߟʹͳͬͨ w Իָਪનઃఆ͕໘ന͍ w ઃఆ͔Β͢Δͱ࣮ݧͷϕʔεϥΠϯଥ͔͠Εͳ ͍͕ɺ$'ͳͲ౷తͳख๏ͱͷਫ਼ͷҧ͍͕ؾʹͳΔ