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
Spree Product Recommendations
Search
David Jones
February 26, 2014
Programming
0
250
Spree Product Recommendations
David Jones
February 26, 2014
Tweet
Share
Other Decks in Programming
See All in Programming
Railsアプリケーションと パフォーマンスチューニング ー 秒間5万リクエストの モバイルオーダーシステムを支える事例 ー Rubyセミナー 大阪
falcon8823
4
910
既存デザインを変更せずにタップ領域を広げる方法
tahia910
1
240
Webの外へ飛び出せ NativePHPが切り拓くPHPの未来
takuyakatsusa
2
340
ruby.wasmで多人数リアルタイム通信ゲームを作ろう
lnit
2
250
Blazing Fast UI Development with Compose Hot Reload (droidcon New York 2025)
zsmb
1
190
地方に住むエンジニアの残酷な現実とキャリア論
ichimichi
5
1.3k
Deep Dive into ~/.claude/projects
hiragram
7
1.3k
XP, Testing and ninja testing
m_seki
3
180
#kanrk08 / 公開版 PicoRubyとマイコンでの自作トレーニング計測装置を用いたワークアウトの理想と現実
bash0c7
1
300
来たるべき 8.0 に備えて React 19 新機能と React Router 固有機能の取捨選択とすり合わせを考える
oukayuka
2
840
Google Agent Development Kit でLINE Botを作ってみた
ymd65536
2
130
Webからモバイルへ Vue.js × Capacitor 活用事例
naokihaba
0
760
Featured
See All Featured
The Cult of Friendly URLs
andyhume
79
6.5k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
46
9.6k
StorybookのUI Testing Handbookを読んだ
zakiyama
30
5.8k
Optimizing for Happiness
mojombo
379
70k
It's Worth the Effort
3n
185
28k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
31
1.2k
Making Projects Easy
brettharned
116
6.3k
The Language of Interfaces
destraynor
158
25k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
45
7.4k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
15
1.5k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
Transcript
Spree Product Recommendations (No data scientists required!) By David Jones
Resolve Digital - @d_jones
Amazon’s sales jumped ~29% after adding recommendation features* *“Amazon's recommendation
secret” http://tech.fortune.cnn.com/2012/07/30/amazon-5/ David Jones, @d_jones
Product Recommendations ✓ Better user experience ✓ More pages viewed
per visitor ✓ Higher conversion rate ✓ Higher average order size ✓ Win-win for customers and store owners David Jones, @d_jones
The problem ⨯ Requires a solid understanding about machine learning
⨯ You need a data scientist to run it ⨯ Out of reach for small/medium sized stores David Jones, @d_jones
Prediction.IO ✓ Open Source ✓ Deploy yourself or instantly on
Amazon’s Cloud ✓ Cheap to run (starts at $0.06/hr) ✓ Developer friendly API ✓ Easy to use admin UI David Jones, @d_jones
ratings product views orders David Jones, @d_jones
David Jones, @d_jones One important thing • Existing data is
key: • Quality • Quantity • No existing data? Start logging data today, add recommendations later.
Deploy Server
David Jones, @d_jones
David Jones, @d_jones
David Jones, @d_jones
Ruby SDK
Thank you David Jones - @d_jones resolvedigital.com Talk to us
about Spree Customizations