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
行動ログでプロダクトを改善するには/exploit user behavior for pro...
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
genta kaneyama
January 21, 2017
Programming
9.3k
4
Share
行動ログでプロダクトを改善するには/exploit user behavior for product
https://techconf.cookpad.com/2017/
youtube
https://www.youtube.com/watch?v=45i0oG6dsws
genta kaneyama
January 21, 2017
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
220
search and community in cookpad 2019
penguinco
2
2k
Solr @ CROSS2015 C4
penguinco
1
1.4k
how to improve search
penguinco
8
2k
solrとelasticsearchの比較
penguinco
15
5.7k
Other Decks in Programming
See All in Programming
JAWS-UG横浜 #100 祝・第100回スペシャルAWS は VPC レスの時代へ
maroon1st
0
160
Angular Signal Forms
debug_mode
0
110
Making the RBS Parser Faster
soutaro
0
420
Programming with a DJ Controller — not vibe coding
m_seki
3
130
How Swift's Type System Guides AI Agents
koher
0
270
AI時代のPhpStorm最新事情 #phpcon_odawara
yusuke
0
190
運転動画を検索可能にする〜Cosmos-Embed1とDatabricks Vector Searchで〜/cosmos-embed1-databricks-vector-search
studio_graph
0
330
PHP で mp3 プレイヤーを実装しよう
m3m0r7
PRO
0
280
Cache-moi si tu peux : patterns et pièges du cache en production - Devoxx France 2026 - Conférence
slecache
0
260
PDI: Como Alavancar Sua Carreira e Seu Negócio
marcelgsantos
0
120
実践CRDT
tamadeveloper
0
580
tRPCの概要と少しだけパフォーマンス
misoton665
2
220
Featured
See All Featured
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
tomoyanonymous
2
770
Stewardship and Sustainability of Urban and Community Forests
pwiseman
0
180
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
11
890
Tips & Tricks on How to Get Your First Job In Tech
honzajavorek
1
490
Scaling GitHub
holman
464
140k
Mind Mapping
helmedeiros
PRO
1
160
Ruling the World: When Life Gets Gamed
codingconduct
0
210
職位にかかわらず全員がリーダーシップを発揮するチーム作り / Building a team where everyone can demonstrate leadership regardless of position
madoxten
62
53k
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
150
Done Done
chrislema
186
16k
Fashionably flexible responsive web design (full day workshop)
malarkey
408
66k
RailsConf 2023
tenderlove
30
1.4k
Transcript
ߦಈϩάͰϓϩμΫτ Λվળ͢Δʹ αʔϏε։ൃ෦71 4FBSDI ݉ࢁݩଠ IUUQTUFDIDPOGDPPLQBEDPN
ΞδΣϯμ w ߦಈϩάΛ௨ͯ͡ڀۃతʹΓ͍ͨ͜ͱԿ͔ w ߦಈϩάΛ׆༻͢Δྫ w σʔλͰຒ·Βͳ͍෦ʹ͍ͭͯ
ΫοΫύουͱ w ଟ͘ͷਓʹΞΠσΞΛڞ༗͢Δॴ w ୭͔ͷΞΠσΞΛ௨ͯ͡ຖͷྉཧΛָ͘͢͠Δॴ
Ϩγϐݕࡧ w ΫοΫύουͰϢʔβʔͷऔΓ͏Δཱ w ͷͤΔਓ w ͩΕ͔ͷྉཧΛָ͘͢͠Δ͜ͱ͕Ͱ͖Δਓ w ͕͢͞ਓ w
͖ΐ͏ྉཧΛ͢Δ͔͠Εͳ͍ਓ w ͦΕΛϨγϐͰͭͳ͍Ͱ͍Δ
Ϩγϐݕࡧ w ຊɿඦສਓ w ͦͷଞͷࠃɿຊͷͷҰ
σʔλͷ୲͑Δׂ w ͷͤΔ࣌ʹɺ w ΞΠσΞΛଟ͘ͷਓʹΒͤΔ/Pͷπʔϧʹɻ w ͕࣌͢͞ʹɺ w ͕ࣗࢥ͍ͬͯͨҎ্ͷൃݟΛɻ
ࣄྫ w Ϟχλʔ͢Δɿ w ηογϣϯͷධՁʢݕࡧޭʣ w ར༻࣮ଶͷ؍ʢϚΠϑΥϧμʣ w Τϯύϫʔ͢Δɿ w
ؔ࿈Ωʔϫʔυɺؔ࿈Ϩγϐ
ݕࡧޭʢຬͷఆྔԽʣ w ྑ͍γφϦΦɾѱ͍γφϦΦΛఆٛ w ߦಈϩάΛηογϣϯԽ্ͯ͑͛͠ w Ωʔϫʔυ͝ͱʹूܭ
VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU
VTFS" FWFOU VTFS" FWFOU VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU MPH TPSUFECZUJNF VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU VTFS" FWFOU VTFS" FWFOU VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU MPH TPSUFECZVTFS UJNF ηογϣϯԽ
ηογϣϯԽ
VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU VTFS" FWFOU VTFS" FWFOU VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU MPH TPSUFECZVTFS UJNF VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU VTFS" FWFOU VTFS" FWFOU VTFS" FWFOU VTFS# FWFOU VTFS# FWFOU ˢˣ͕࣌ؒΕ͍ͯΔ NJO ˢˣผͷϢʔβʔ
ؔ࿈ݕࡧ
ؔ࿈ݕࡧ ͏·͘ߦͬͯͳ͍෦Λ ߦಈϩάͰຒΊΔ
ؔ࿈ݕࡧ ʮ͓ன͝ΜΛ࡞ͬͯ͋͛ ͍͕ͨԿʹ͠Α͏͔ʜʯ ʢ͍Ζ͍ΖϨγϐΛݟΔʣ ʮ͙͢Ͱ͖Δϥϯνͱʁʯ
ؔ࿈ݕࡧ ʢ͍Ζ͍ΖϨγϐΛݟΔʣ ʮ൴ࢯ͓ன͝൧ɺͳΔ΄Ͳ ͜͏ݕࡧ͢Ε͍͍ͷ͔ͳʯ
ؔ࿈ݕࡧ ʮλίϥΠε؆୯ʯΑ͍ͷ Ͱ
ؔ࿈ݕࡧ ʮ͜Εʹ͠Α͏ʂʯ
͍ͬͯΔϩά w ݕࡧηογϣϯςʔϒϧ w ηογϣϯεςʔλεʢޭࣦഊFUDʜʣ w VOJRVF@JE w ࣌ࠁ w
ΠϕϯτʢݕࡧɺϨγϐӾཡFUDʣ w ύϥϝʔλʢݕࡧޠɺϨγϐ*%FUDʣ
None
None
ఆ൪ఏҊ ɾϝχϡʔޠͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ
ఆ൪ఏҊ ɾϝχϡʔޠͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ
ఆ൪ఏҊ ɾϝχϡʔޠͷมભ ɾݟ͔ͭΔϨγϐλΠτϧ ͳͲΛूܭͯ͠ఆ൪ΛఏҊ
σʔλͰຒ·Βͳ͍෦ w ར༻ऀʢͷϩάʣαʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷظ͕͍ͱߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ΄ͱΜͲͳ͍
σʔλͰຒ·Βͳ͍෦ w ར༻ऀʢͷϩάʣαʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷظ͕͍ͱߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ΄ͱΜͲͳ͍
ར༻࣮ଶͷੳ w ϒοΫϚʔΫͷϑΥϧμ͚࣮ࡍʹʁ
ར༻࣮ଶͷੳ w ϒοΫϚʔΫͷϑΥϧμ͚࣮ࡍʹʁ w ʮɾڕɾࡊʯͱಉʹʮڇɾಲɾܲʯɻ
ར༻࣮ଶͷੳ w ϒοΫϚʔΫͷϑΥϧμ͚࣮ࡍʹʁ w ʮɾڕɾࡊʯͱಉʹʮڇɾಲɾܲʯɻ w ͦΕΛ͑ͯʜҐ͕ʮεʔϓαϥμύελʯʜʁʁ
ར༻࣮ଶͷੳ w ϒοΫϚʔΫͷϑΥϧμ͚࣮ࡍʹʁ w ʮɾڕɾࡊʯͱಉʹʮڇɾಲɾܲʯɻ w ϓϨʔεϗϧμͰͨ͠ʜ
σʔλͰຒ·Βͳ͍෦ w ར༻ऀʢͷϩάʣαʔϏεʹ࠷దԽ͞Ε͍ͯΔ w ΫΤϦ͕ΩϨΠͳͷظ͕͍ͱߟ͑ΒΕΔ w ղܾ๏Λಋ͍ͯ͘ΕΔࣄ΄ͱΜͲͳ͍
5JQT w ϑΟʔυόοΫ͕͔͔Γ͗͢ͳ͍Α͏ʹ͢Δ w ϩάͷظؒ༗ݶʹ w ࣮ଌظͰׂΓҾ͘ w %8) w
Օॴ͕ศར w ͭͷํ๏Ͱશ෦ͷϦιʔεʹಉ࣌ΞΫηεͰ͖Δ w 42-Λษڧ͢Δ
ࢦ͢͜ͱ w Ұ൪ศརͳͷ͚͕ͩ܁Γฦ͠ΘΕΔͳΒɺ w ࣾͷࣝͷ૯ʹ੍͞Εͳ͍Α͏ʹ͠Α͏ w ར༻ऀʹࣗવͱߩݙͯ͠Β͏͜ͱͰɺ ࣍͏࣌ͷ΄͏͕ศརʹͳ͍ͬͯΔΑ͏ʹ͠Α͏