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
料理動画アプリ「クラシル」の検索について.pdf
Search
sakura818uuu
April 23, 2019
Research
3
5k
料理動画アプリ「クラシル」の検索について.pdf
Search Engineering Tech Talk 2019 Springで登壇した内容です。
https://search-tech.connpass.com/event/126506/
sakura818uuu
April 23, 2019
Tweet
Share
More Decks by sakura818uuu
See All by sakura818uuu
ITと知的財産の勉強会_発表資料
sakura818uuu
0
71
IRReading2022fall 発表資料
sakura818uuu
1
190
吉祥寺.pm LT 「IR Reading 2019秋に行ってきました」
sakura818uuu
0
860
月刊「検索」10月号
sakura818uuu
0
210
Elasticsearch第2回報告会資料 #elasticsearch
sakura818uuu
1
1k
Other Decks in Research
See All in Research
EarthSynth: Generating Informative Earth Observation with Diffusion Models
satai
3
240
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation
satai
4
170
Agentic AIとMCPを利用したサービス作成入門
mickey_kubo
0
490
CVPR2025論文紹介:Unboxed
murakawatakuya
0
150
[論文紹介] Intuitive Fine-Tuning
ryou0634
0
100
IMC の細かすぎる話 2025
smly
2
600
問いを起点に、社会と共鳴する知を育む場へ
matsumoto_r
PRO
0
600
Adaptive Experimental Design for Efficient Average Treatment Effect Estimation and Treatment Choice
masakat0
0
160
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
kurita
0
160
Google Agent Development Kit (ADK) 入門 🚀
mickey_kubo
2
1.7k
Adaptive Experimental Design for Efficient Average Treatment Effect Estimation and Treatment Choice
masakat0
0
110
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
180
Featured
See All Featured
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.4k
A designer walks into a library…
pauljervisheath
207
24k
VelocityConf: Rendering Performance Case Studies
addyosmani
332
24k
Scaling GitHub
holman
463
140k
Building Applications with DynamoDB
mza
96
6.6k
How to train your dragon (web standard)
notwaldorf
96
6.2k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
A Modern Web Designer's Workflow
chriscoyier
696
190k
Building an army of robots
kneath
306
46k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
PRO
23
1.4k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3k
Transcript
ྉཧಈըΞϓϦ ʮΫϥγϧʯͷݕࡧʹ͍ͭͯ
ࣗݾհ w ݕࡧࣄྺ w ݕࡧΛ͖ʹͳͬͨͷখֶੜ w 5XJUUFSTBLVSB!VVV
·ͣͪ͜ΒΛ͝ཡ͍ͩ͘͞
Ϩγϐಈը ຊҎ্ ʹݕࡧରͷαΠζ͜ͷ͘Β͍
Ϋϥγϧͱʜ ΞϓϦສμϯϩʔυɺΠϯελͰສϑΥϩϫʔ͍Δ Ϩγϐಈըੈք/PͷྉཧಈըαʔϏε✨
ೖࣾͨ͠ॳ w ։ൃ෦ʹݕࡧઐͷਓ͍·ͤΜͰͨ͠ w ݕࡧ୲ͱͯ͠ೖࣾ w ະܦݧͰ͕ͨ͠ӡͱ͍ʢΑ͘ͱͬͯ͘Εͨͳͱࢥ ͏ʣ
·ͣͳʹΛ͢Δ w ಛʹ͜Εͬͯɺ͋Εͬͯͱ͍͏ձࣾͰͳ͍ w ӈࠨΘ͔Βͳ͍͕ɺࣗͷͰ͖ΔൣғͰͰ͖Δ͜ ͱΛݟ͚ͭΔ͔͠ͳ͍ w ͍ೖࣾ͢Δલʹ͜͜Λ͍ͨͧ͠ϊʔτΛ࡞ͬͯͨ
͜Μͳͷ
·ͣ͜ΕΛͬͯ͜͏
ୈҰͷࢼ࿅ࣙॻγϊχϜ
ࣙॻγϊχϜ w ͋Γ͕͍ͨ͜ͱʹࣙॻγϊχϜΛखಈͰઃఆͰ͖Δπʔϧ ͕͢Ͱʹࣾʹ͋Γ·ͨ͠ w ࣙॻγϊχϜຖߋ৽͢ΔϚϯʹͳΓ·ͨ͠ w ண࣮ʹݕࡧ݁Ռྑ͘ͳΓݕࡧݮগ
͍͍͜ͱ ɾݕࡧ͕ʹݟ͑ͯվળ͞ΕΔͷخ͔ͬͨ͠Ͱ͢ ɾͲͷձࣾۤ࿑ͯ͠Δ͚ͩͲɺͦͷݕࡧͷ ʹؔΘΕͯͳ͓͔͕ͭࣗ୲Ͱ͏Ε͍͠ʢݟ͕; ͑ΔͷͰʣ
͍͜͠ͱ ɾӬԕʹ͖߹͍ͬͯ͘ ɾ͓ʹۤ͠ΊΒΕΔ
͍͜͠ͱ ɾ౾ʹۤ͠ΊΒΕΔ
ୈೋͷࢼ࿅ݕࡧ݁Ռ͕ͳ͍
ݕࡧ݁Ռ͕ͳ͍ w ͦͷ໊ͷ௨Γݕࡧ݁Ռ͕݅ w Ͱݕࡧ݁Ռ͕݅ͷΩʔϫʔυΛݸҎ্ ݮɾରԠ͠·ͨ͠ w νʔζυοάͱ͔৽ੜϨγϐνΣοΫ
νʔζυοά ؖࠃਓؾϑʔυ
͍͍͜ͱ ɾϢʔβʔ͞ΜͷͨΊʹͳͬͯ͏Ε͍͠ ɾݕࡧମݧ্ͤ͞Δ͜ͱ͕Ͱ͖ͯ ࣗ͏Ε͍͠ ͨΕΆ݅
ੜͰʹ͍ͭͨྗʹϦαʔνྗ
ୈࡾͷࢼ࿅ ݕࡧ݁Ռ͋Δ͚Ͳ
ݕࡧ݁Ռ͋Δ͚Ͳ w తʹݕࡧ݁Ռ͋Δ͚Ͳݕࡧ݁Ռ͕͓͔͍͠ͷ w ݟ͚ͭΔͷ͕݅ʹൺ͍ͯ͠ w ͜͏͍͏̍ͭ̍ͭͷݕࡧମݧͰϢʔβʔ͞ΜҧײΛ ͍֮͑ͯ͘
ʮҰਓುʯݕࡧ݁Ռ վળલ ɾ·ͣುͷϨγϐ͕ͳ͍ ɾϢʔβʔମݧ͔ͨΒݟͯѱ͍ վળޙ ɾುͷϨγϐ૿͑ͨ ɾҰਓͰ؆୯ʹ࡞Εͦ͏ͳುϨγϐ (PPE
ͦͷ΄͔ʹͬͨ͜ͱ w ΦʔτίϯϓϦʔτͷվળ w ݕࡧਓؾͷΩʔϫʔυͷઃஔ w ݕࡧ͔ΒΈ͑ΔϢʔβʔߦಈͷੳ w ݕࡧΧςΰϦͷվળɹͳͲͳͲʜ
ΫϥγϧͳΒͰͷݟ w ৯ࡐΫΤϦϝχϡʔΫΤϦͰେ͖͘ҟͳΔ w දࣔॱং(PPHMF΄Ͳڧ͘૬ؔ͠ͳ͍ʢϝϧΧϦͷΑ͏ ͳεΫϩʔϧܕͳͷͰʣ w ฏͰݕࡧΫΤϦͷछྨมΘΔ w J04BOESPJEͰݕࡧΫΤϦͷछྨҧ͏
w ςϨϏͷӨڹେ͖͍
ண࣮ʹݕࡧମݧ ྑ͘ͳͬͨ
ࣦഊΛͨ͘͞Μͯ͠Δ ʢࠓʣ
(PPHMFͷݕࡧ࣭ΨΠυϥΠϯΛਅࣅͯΫϥγϧͷݕࡧ࣭ΨΠυϥΠϯΛ࡞ͬͯΈͨ ͔͠͠ɺීٴ͕͏·͍͔͘ͳ͍ˍҰਓͰධՁͷӡ༻͕ͦͦࠔͰࣦഊ
ϩϯάςʔϧͷରԠΉ͍ͣ
ʮ͜͏͍͏ݕࡧͷػೳΛ ࡞Γ͍ͨʜʜʂʯ ͔ٕ͠͠ज़ྗ͕ͳࣦͯ͘ഊ
ݕࡧΤϯδχΞͷཱͪҐஔɾ ධՁ
શͯͷݕࡧΛҰਓͰΔ͜ͱ ෆՄೳ
ະख़Ͱ͋Δ
͜ͷͰΘ͔ͬͨ͜ͱ w ݕࡧຊʹ͍ΖΜͳ෦ॺɾਓͱີʹ͏͍ͯ͝Δʢσ βΠφʔɾΞϓϦΤϯδχΞɾϚʔέɾӦۀʜʣ w ۜͷؙ·ͩखʹೖΒͳ͍ w ݕࡧಓʹͭͭ͜͜Ͱண࣮ʹΑ͘ͳΔ
͍͞͝ʹ wͬͺΓݕࡧ͕͖ w͜Ε͔ΒݕࡧΛΑ͘͢Δͷͱͯ͠ ੜ͖͍͖͍ͯͨ