Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
行動ログでプロダクトを改善するには/exploit user behavior for pro...
Search
genta kaneyama
January 21, 2017
Programming
9.3k
4
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
260
search and community in cookpad 2019
penguinco
2
2k
Solr @ CROSS2015 C4
penguinco
1
1.5k
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
見えないものを探る要求要件定義に必要な基本的思考 / invisible-requirement-thinking
minodriven
15
8.8k
Snowflake Openflow Connector利用の勘所 / 20261024developersio2026tokyo-snowflake-openflow
kasacchiful
PRO
0
200
作れる、でも消せるか?──安全に「枯らして消す」機能削除術 / Drain, Then Delete
chobishiba
2
1k
Herb in Rails 8.2: Your ERB views, now HTML-aware @ Kaigi on Rails 2026, Tokyo, Japan
marcoroth
2
350
ActionController meets Protocol Buffers
sorah
1
720
コーディング自動化の次へ。人の介入をゼロにするファクトリーとサポートAIによる実践
timakin
5
4.7k
[JA] Domain Modeling with Vanilla Rails: 「操作」から再考するRailsの設計論
yasaichi
4
990
Seven New Principles of Software Engineering
yegor256
0
330
パスワード再設定メールのURLについて知っておこう
uyuki234
0
190
Long Living Tokens, Die, Die, Die! (or: The One Ring is Banned in Modern)
sylph01
0
380
Railsのためのパスキー実践入門 〜マルチテナントSaaSでの意思決定〜
utakaha
3
1.3k
Findy - エンジニア向け会社紹介/Findy Company Deck
findyinc
6
400k
Featured
See All Featured
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
35k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.6k
Art, The Web, and Tiny UX
lynnandtonic
304
22k
RailsConf 2023
tenderlove
30
1.6k
brightonSEO & MeasureFest 2025 - Winning Strategies for Black Friday CRO & PPC - Christian Goodrich
cargoodrich
3
880
[Rails World 2026] Durable orchestration on Rails: from continuation to workflow
palkan
2
940
Measuring & Analyzing Core Web Vitals
bluesmoon
9
1k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
32
3.1k
The Art of Programming - Codeland 2020
erikaheidi
57
14k
Fantastic passwords and where to find them - at NoRuKo
philnash
53
4k
For a Future-Friendly Web
brad_frost
184
10k
Bridging the Design Gap: How Collaborative Modelling removes blockers to flow between stakeholders and teams @FastFlow conf
baasie
0
740
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