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
how to improve search
Search
genta kaneyama
October 17, 2014
Technology
8
2k
how to improve search
at AWS cloudsearch seminor in japan (
http://kokucheese.com/event/index/220172
)
genta kaneyama
October 17, 2014
Tweet
Share
More Decks by genta kaneyama
See All by genta kaneyama
MOSHでの生成AI活用の取り組み
penguinco
0
170
search and community in cookpad 2019
penguinco
2
1.9k
行動ログでプロダクトを改善するには/exploit user behavior for product
penguinco
4
9.2k
Solr @ CROSS2015 C4
penguinco
1
1.4k
solrとelasticsearchの比較
penguinco
15
5.6k
Other Decks in Technology
See All in Technology
EncryptedSharedPreferences が deprecated になっちゃった!どうしよう! / Oh no! EncryptedSharedPreferences has been deprecated! What should I do?
yanzm
0
230
Terraformで構築する セルフサービス型データプラットフォーム / terraform-self-service-data-platform
pei0804
1
170
[ JAWS-UG 東京 CommunityBuilders Night #2 ]SlackとAmazon Q Developerで 運用効率化を模索する
sh_fk2
3
390
【実演版】カンファレンス登壇者・スタッフにこそ知ってほしいマイクの使い方 / 大吉祥寺.pm 2025
arthur1
1
800
Generative AI Japan 第一回生成AI実践研究会「AI駆動開発の現在地──ブレイクスルーの鍵を握るのはデータ領域」
shisyu_gaku
0
150
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
8.7k
250905 大吉祥寺.pm 2025 前夜祭 「プログラミングに出会って20年、『今』が1番楽しい」
msykd
PRO
1
710
Language Update: Java
skrb
2
290
生成AIでセキュリティ運用を効率化する話
sakaitakeshi
0
620
Firestore → Spanner 移行 を成功させた段階的移行プロセス
athug
1
450
落ちる 落ちるよ サーバーは落ちる
suehiromasatoshi
0
150
Evolución del razonamiento matemático de GPT-4.1 a GPT-5 - Data Aventura Summit 2025 & VSCode DevDays
lauchacarro
0
170
Featured
See All Featured
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.9k
GraphQLとの向き合い方2022年版
quramy
49
14k
Art, The Web, and Tiny UX
lynnandtonic
302
21k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
51
5.6k
Building Applications with DynamoDB
mza
96
6.6k
Docker and Python
trallard
45
3.6k
Navigating Team Friction
lara
189
15k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
34
3.1k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
18
1.1k
Stop Working from a Prison Cell
hatefulcrawdad
271
21k
The Illustrated Children's Guide to Kubernetes
chrisshort
48
50k
Transcript
)PXUPJNQSPWFTFBSDI ! !"%4+ ! $PPLQBETFBSDIHSPVQ (FOUB,BOFZBNB
)PXUPJNQSPWFTFBSDI ! !"%4+ ! $PPLQBETFBSDIHSPVQ (FOUB,BOFZBNB
Cookpad SFDJQFTIBSJOHQMBUGPSN ɾ+BQBO4QBJO6OJUFETUBUFT*OEPOFTJB
Cookpad SFDJQFTIBSJOHQMBUGPSN ɾ+BQBO4QBJO6OJUFETUBUFT*OEPOFTJB
None
Monthly Unique Browser 0ສ 1,000ສ 2,000ສ 3,000ສ 4,000ສ 5,000ສ 4݄
5݄ 6݄ 7݄ 8݄ 9݄ 10݄ 11݄ 12݄ 1݄ 4݄ PC Mobile 44M ʢ20144݄ظ ୈ3࢛ظܾࢉิઆ໌ࢿྉʣ
Recipes 0ສ 30ສ 60ສ 90ສ 120ສ 150ສ 180ສ 7݄ 10݄
1݄ 4݄ 7݄ 10݄ 1݄ 4݄ recipe.count 1.71M ʢ20144݄ظ ୈ3࢛ظܾࢉิઆ໌ࢿྉʣ
None
None
Recipe Search ɾ3FDJQFTUIBUWJFXFEUISPVHITFBSDI ˠPGBMM .POUIMZ ɾ6TFSJOUFOUJTWFSZEJWFSTF
Recipe Search ɾ'JOEPVUUIFCFTUSFDJQFGPSFBDIVTFS ɾPSEFSSFDFODZQPQVMBSJUZ ɾGBDFUDBMPSJFDVJTJOFDPPLJOHUJNFFUD
Recipe Search 2VFSZEJWFSTJUZɿ ɾJOHSFEJFOUɿ NFOVɿ ɾTDFOFɿ FUDɿ
Architecture ɾ4PMS NBTUFSTMBWFSFQMJDBUJPO ɾ3BJMT 4VOTQPU JOIPVTFXSBQQFS ɾNFNDBDIF WBSOJTI ɾ;BCCJY
/BHJPT
Architecture BQQ DBDIF T SFQFBUFST SFDJQFTMBWF T 7FSOJTIDBDIJOHMPBECBMBODJOH 4PMSNBTUFSTMBWF NBTUFS
KVTUNBDIJOF TVOTQPUTMBWF T "VUPDPNQMFUFTMBWF T HSPVQCZ$PSF IUUQMPDBMIPTUTPMSTVOTQPUTFMFDU RIFMMPXUKTPO
Architecture BQQ DBDIF T SFQFBUFST SFDJQFTMBWF T 7FSOJTIDBDIJOHMPBECBMBODJOH 4PMSNBTUFSTMBWF NBTUFS
KVTUNBDIJOF TVOTQPUTMBWF T "VUPDPNQMFUFTMBWF T HSPVQCZ$PSF IUUQMPDBMIPTUTPMSTVOTQPUTFMFDU RIFMMPXUKTPO BWH.CQTNBY.CQT TFBSDIUBSHFUNPEFM SFDJQFTpFMET .EPDT TVOTQPUYpFMET .EPDT
pros/cons 1SPT ɾ&BTZUPTDBMFQSPEVDU FBDICZFBDICBTJT ɾOP410' ɾTJNQMFBQQDPOpH BQQPOMZLOPXT-# !
! $POT ɾ)BSEUPVOEFSTUBOE ɾpHIUBHBJOTU($JTQBJOGVM
How to improve search
1. Monitoring
1. Monitoring *UFOBCMFVTUP ! ɾLOPXUPEBZTVTFSTOFFE ɾLOPX66PGFBDILFZXPSE QSPYZPGJNQPSUBODF ɾRVJDLMZBDDFTTUPBDUVBMTFBSDISFTVMU ɾpOELFZXPSETXIJDISFUVSOFEUIFCMBOL
1. Monitoring 8FTIPVMECFBCMFUPBOTXFSʜ ! ɾ)PXNBOZQFPQMFVTFUIJTLFZXPSE zPSlJOXIBUXBZ
1. graph of response time 8FDIFDLUIJTHSBQIFWFSZXFFL JGUIFSFTQPOTFUJNFHFUTXPSTF JOWFTUJHBUFDIBOHFMPHT
2. Graph of response time 8FDIFDLUIJTHSBQIFWFSZXFFL JGUIFSFTQPOTFUJNFHFUTXPSTF JOWFTUJHBUFDIBOHFMPHT
3. report from users and staff. 8FDIFDLBMMSFQPSUTGSPN VTFSTBOETUB⒎TSFMBUFEUP TFBSDIFWFSZEBZ !
:PVDBOMFBSOGSPNNPSF UIBOSFQPSUTGSPNTUB⒎
4. Log analysis ɾ$MJDLMPHTJTWJUBM ɾ—5SFBTVSF%BUB 3FETIJGU
4. Log analysis
4. Log analysis ɾ3FTVMUFYBNQMF ɾTPSULFZXPSECZ)*5!)*5 ɾPS/%$( 85'!FUDʜ !
*GZPVOPUJDFE ZPVDBOTUBSUUIJOLJOHMJLFʜ z"SFVTFSXBOUTΧϨʔ͏ͲΜ z
4. Log analysis -session- ɾ%FpOFTVDDFTTTFTTJPO ɾ:PVXJMMOPUJDFEJ⒎FSFODFCFUXFFOLFZXPSET ɾBWHUJNF
ɾBWHTVDDFTTSBUF ɾRVFSZQBUUFSOFUDʜ ! #VUʜ/PUJNQMZTPMVUJPO NPTUDBTF
Find out problems .POJUPSJOH (SBQIPGSFTQPOTFUJNF 3FQPSUGSPNVTFSTBOETUB⒎
-PHBOBMZTJT ! ˠTVNNBSJ[FˠQSJPSJUJ[FˠUBLFBDUJPO
Dictionary 8FDBOpYXPSEDIVOLJOHXJUIEJDUJPOBSZ 8FpYFEUIPVTBOETPGLFZXPSEJOUIJTZFBS FHlΘΒͼṷzlΘΒͼz "EElΘΒͼṷzJOUPEJDUJPOBSZ"OEDIFDLTFBSDISFTVMUT
Hierarchical Synonym 8FDBOpYTZOPOZNFBTJMZ 8FpYFEUIPVTBOETPGTZOPOZNTJOUIJTZFBS
Speed up indexing 3FJOEFYXIPMFJOEFYFWFSZEBZ 8FDBOBQQMZDIBOHFTJOEBJMZCBTJT
Query modification .BLFBTQBDFGPSRVFSZQSFQSPDFTT 2VFSZDBOCFEJ⒎FSFOUGPSFBDI IUUQXXXTMJEFTIBSFOFUEUVOLFMBOHTFBSDIRVBMJUZBUMJOLFEJO
(cloudsearch)
Exploit user’s log &YQMPJUVTFS`TTVDDFTTGVMRVFSZDIBJOBTSFMBUFETFBSDIFST
Summary 'JOEPVUQSPCMFNT TVNNBSJ[FQSJPSJUJ[F UBLFBDUJPO ! 2VFTUJPOT