Lock in $30 Savings on PRO—Offer Ends Soon! ⏳
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
190
search and community in cookpad 2019
penguinco
2
2k
行動ログでプロダクトを改善するには/exploit user behavior for product
penguinco
4
9.3k
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
2025-12-27 Claude CodeでPRレビュー対応を効率化する@機械学習社会実装勉強会第54回
nakamasato
4
1.1k
Entity Framework Core におけるIN句クエリ最適化について
htkym
0
130
モダンデータスタックの理想と現実の間で~1.3億人Vポイントデータ基盤の現在地とこれから~
taromatsui_cccmkhd
2
270
【開発を止めるな】機能追加と並行して進めるアーキテクチャ改善/Keep Shipping: Architecture Improvements Without Pausing Dev
bitkey
PRO
1
130
業務の煩悩を祓うAI活用術108選 / AI 108 Usages
smartbank
9
12k
AgentCoreとStrandsで社内d払いナレッジボットを作った話
motojimayu
1
980
"人"が頑張るAI駆動開発
yokomachi
1
590
事業の財務責任に向き合うリクルートデータプラットフォームのFinOps
recruitengineers
PRO
2
220
AWSの新機能をフル活用した「re:Inventエージェント」開発秘話
minorun365
2
460
日本の AI 開発と世界の潮流 / GenAI Development in Japan
hariby
1
480
SREが取り組むデプロイ高速化 ─ Docker Buildを最適化した話
capytan
0
150
アラフォーおじさん、はじめてre:Inventに行く / A 40-Something Guy’s First re:Invent Adventure
kaminashi
0
160
Featured
See All Featured
Abbi's Birthday
coloredviolet
0
3.8k
4 Signs Your Business is Dying
shpigford
186
22k
It's Worth the Effort
3n
187
29k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
286
14k
Neural Spatial Audio Processing for Sound Field Analysis and Control
skoyamalab
0
130
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
0
1.8k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
710
Git: the NoSQL Database
bkeepers
PRO
432
66k
Deep Space Network (abreviated)
tonyrice
0
22
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
2k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
32
2.8k
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
sarafernandez
0
89
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