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
機械学習・データサイエンスを活用したサービスのユーザー体験(UX)向上の取り組み / Efforts to Improve UX of Service Utilizing Machine Learning and Data Science
Search
kiyota-yoji
March 05, 2019
Technology
0
130
機械学習・データサイエンスを活用したサービスのユーザー体験(UX)向上の取り組み / Efforts to Improve UX of Service Utilizing Machine Learning and Data Science
DEIM 2019 Industrial Session @ Nagasaki
kiyota-yoji
March 05, 2019
Tweet
Share
More Decks by kiyota-yoji
See All by kiyota-yoji
不動産情報サービスの研究開発における共有データ資源 / Shared data resources in research and development of real estate information services
ykiyota
0
17
JSAI 2023企画セッション「AI哲学マップ」企画の振り返り / JSAI 2023 Reflections on the AI Philosophy Map lecture series project
ykiyota
0
140
住まい探しの利便性向上にデータベース・情報アクセス技術が 果たした役割 / The Role of Database and Information Access Technology in Improving the Convenience of Housing Search
ykiyota
0
94
デジタル社会の行き着く先にライブラリアンが果たしうる役割を考える / Thinking about the role librarians can play in the destination of the digital society
ykiyota
0
1.6k
LIFULLアジェンダ -社会課題の発見と解決に向けた研究開発活動の紹介- / LIFULL Agenda -Research and development activities to discover and solve social issues-
ykiyota
0
230
JSAI 2022チュートリアル講演 AI哲学マップ / JSAI 2022 Tutorial "AI Philosophy Map"
ykiyota
1
750
不動産コンテンツ研究における異分野研究者との協働の取り組み / Collaborative efforts with researchers from different fields for real estate content studies
ykiyota
1
85
AI研究コミュニティのダイバーシティ&インクルージョン / Diversity and Inclusion in AI Research Communities
ykiyota
0
190
LIFULL HOME’Sデータセット提供がもたらす不動産業界のイノベーション / Innovation in the real estate industry brought about by the provision of the LIFULL HOME'S data set
ykiyota
0
120
Other Decks in Technology
See All in Technology
Google Cloud Next '24でブログを10本書いた方法と勉強会を沸かせた方法
yasumuusan
0
290
Azure Container Apps + Bicep 〜 こんな感じで運用しています
kaz29
2
470
Vertex AI を中心に 生成AIのアップデートを共有します
kaz1437
0
310
アクセス制御にまつわる改善 / Improving access control
itkq
0
530
FrontDoorとWebAppsを組み合わせた際のリダイレクト処理の注意点
kenichirokimura
1
520
GraphQL 成熟度モデルの紹介と、プロダクトに当てはめた事例 / GraphQL maturity model
mh4gf
7
1.3k
非同期推論システムによるコスト削減と信頼性向上
koki_nishihara
0
250
Building Dashboards as a Hobby
egmc
0
200
Delivering Millions of Messages within seconds @ Duolingo
pelelgrino
0
350
サーバー間 GraphQL と webmock-graphql の話 / server-to-server graphql and webmock-graphql
qsona
2
190
元インフラエンジニアに成る / Human Resources to Human Relations
bobtani
4
920
複雑な構成要素を持つUIとの向き合い方 〜新・支出グラフでの実例〜 / B43 TECH TALK
nakamuuu
0
140
Featured
See All Featured
Building Your Own Lightsaber
phodgson
99
5.7k
The Invisible Customer
myddelton
114
12k
Reflections from 52 weeks, 52 projects
jeffersonlam
345
19k
Adopting Sorbet at Scale
ufuk
68
8.6k
Building Better People: How to give real-time feedback that sticks.
wjessup
355
18k
For a Future-Friendly Web
brad_frost
172
9k
We Have a Design System, Now What?
morganepeng
43
6.7k
Web Components: a chance to create the future
zenorocha
305
41k
Build your cross-platform service in a week with App Engine
jlugia
225
17k
Docker and Python
trallard
34
2.7k
Fashionably flexible responsive web design (full day workshop)
malarkey
398
65k
YesSQL, Process and Tooling at Scale
rocio
164
13k
Transcript
" ! A I
D E I M 2 0 1 9 2 0 1 9 . 0 3 . 0 6 C o p y r i g h t © L I F U L L A l l R i g h t s R e s e r v e d .
- %4!+No.1 32&(.)6 5 7/ )6 ( , ,
, , etc.) ,850$# 1 (.0"'* : ( ) LIFULL
None
None
(NII-IDR) LIFULL HOME’S • 2015411!
1' • %350) #,* <;/ • 3: • • 201548!$& +0.7" • ) 56- • !(NEW! • 201547!201746! 24!8 • 2 269
() • .5-2J/ • TSV " (bz2$6)1#. 11 • 2015E7.2017E6.24#.K
• @<OM( • J/83> HN • ':FH • • *7A&=) • ! • 4,+?;BDP9%CDI0LBDP9ID G
UX "!20# UX$ •
• E • VR / AR • …
!" #
• •
etc. • • • • • • etc.
UX • Uber • Airbnb •
• …
UX • HW3FAX • GP@# • T. O*9& O*!
• 7U4-;RCS6 • MJ1:QUX'?)% … • > 3LB,/5DUX" • IKN+2(FAV<$08= O*E
• UX & 8*#) &
!39 • 50#'7UX - "+6 ,4$. & • 621 - ( /%:
(RSC 2015 )
› S › FI S 0 1 • S •
3 ʼ u U u u u 3 u u u u u u MO L u E u 1 U u u u u u IH u u (CNN)
› 4: 3 3 0 97.3% 152.0% E .91.0%
100.0% 1 40.1% 1 20.6% 12.1% 64.7% 26.2% : 3.1% 75.0% : 9.2% 3.7%
• #$
! # $ " ! • "% #
,' 1or% $* LIFULL HOME’S )-$ !.+ ↓ "/#&
0"/ (
E 24 * 1000 Cloud Machine
Learning Cloud Storage tensorflow
None
© LIFULL Co.,Ltd . © LIFULL Co.,Ltd .
None
3D Simon Fraser #"
https://www.cse.wustl.edu/~chenliu/floorplan-transformation.html → $ ICCV 2017!
None
LIFULL HOME’S • '&$$ • "48(% #!
UX • "
9( • 3# 3!#%' • '$42 • *0+57.-2 • • etc. • ,) 16&8 /
LIFULL AI • 2018:7#)56" AI(1<> /4 • * • =$
2 -0!+8? • ;9%&, =$3.7 • ;9% '9 • etc. • We are hiring!
None