$30 off During Our Annual Pro Sale. View Details »
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
genta kaneyama
January 21, 2017
Programming
4
9.3k
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
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
Solr @ CROSS2015 C4
penguinco
1
1.4k
how to improve search
penguinco
8
2k
solrとelasticsearchの比較
penguinco
15
5.6k
Other Decks in Programming
See All in Programming
LLM Çağında Backend Olmak: 10 Milyon Prompt'u Milisaniyede Sorgulamak
selcukusta
0
120
開発に寄りそう自動テストの実現
goyoki
1
830
Why Kotlin? 電子カルテを Kotlin で開発する理由 / Why Kotlin? at Henry
agatan
2
7k
從冷知識到漏洞,你不懂的 Web,駭客懂 - Huli @ WebConf Taiwan 2025
aszx87410
2
1.9k
著者と進める!『AIと個人開発したくなったらまずCursorで要件定義だ!』
yasunacoffee
0
130
LLMで複雑な検索条件アセットから脱却する!! 生成的検索インタフェースの設計論
po3rin
2
670
テストやOSS開発に役立つSetup PHP Action
matsuo_atsushi
0
150
WebRTC、 綺麗に見るか滑らかに見るか
sublimer
1
160
ゲームの物理 剛体編
fadis
0
330
【CA.ai #3】Google ADKを活用したAI Agent開発と運用知見
harappa80
0
300
How Software Deployment tools have changed in the past 20 years
geshan
0
29k
20251127_ぼっちのための懇親会対策会議
kokamoto01_metaps
2
430
Featured
See All Featured
Reflections from 52 weeks, 52 projects
jeffersonlam
355
21k
How To Stay Up To Date on Web Technology
chriscoyier
791
250k
A Tale of Four Properties
chriscoyier
162
23k
Making the Leap to Tech Lead
cromwellryan
135
9.7k
Practical Orchestrator
shlominoach
190
11k
Balancing Empowerment & Direction
lara
5
790
Bash Introduction
62gerente
615
210k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.3k
Building Adaptive Systems
keathley
44
2.9k
The World Runs on Bad Software
bkeepers
PRO
72
12k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
37
2.6k
Building Flexible Design Systems
yeseniaperezcruz
330
39k
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