SlideShare a Scribd company logo
Better Retailing Through Linked
Data
Jay Myers,
Products are complex objects
Width: 35 ¾”
Height: 68 1/2”
Depth: 29 1/8”
Color: Black
Brand: Samsung
Material: Stainless steel
French doors
Regular price: $2,599.99
Sale price: $1,949.99
Model Number:
RF267AERS/XAA
Bottom-loading freezer
Total capacity: 25.8 cu.
ft.
Freezer capacity: 8.1 cu. ft.
Gallon door
storage
They also have complex relationships
Product A Product B Product C
Sub-product
Z
Sub-product
YSub-product
X
Sub-product
W
Sub-product
VSub-product
U
There are many of them…
and they are specific
We are evolving…
“Human-readable” web of data “Machine-readable” web of data
Human readable web of data
<div id="productsummary" xmlns:v="http://rdf.data-vocabulary.org/#"
xmlns:gr="http://purl.org/goodrelations/v1#">
<div class="pdpsummarybox" typeof="v:Review-aggregate">
<h1><span rel="v:itemreviewed">Apple&#174; - iPad&#153; with
Wi-Fi - 16GB</span></h1>
<div id="detailband" rel="v:rating">
<strong>Model:</strong><span
property="gr:hasMPN">MB292LL/A</span><span class="sep"> |</span>
<strong>SKU:</strong><span
property="gr:hasStockKeepingUnit">9811355</span><br/>
<div id="reviewband" typeof="v:Rating">
<strong>Customer Reviews:</strong><img
src="misc/ratings_star_4_1.gif" alt="4.1 out of 5 stars" />
<span id="reviewscore" property="v:average">4.1</
strong></span>
<span content="5" property="v:best"/></span>
<span id="reviewnum"><a
href="#customerreviews">Read reviews (<span property="v:count">179</
span>)</a></span>
</div>
What does this get us?
Business benefits
•  SEO/ product visibility
•  Promoting better product discovery on an
ever-expanding web
•  Creating more informed consumers through
findability (increased sales, decreased
returns)
•  Utilize all of your product catalog – the
product “long tail”
Machine readable web of data
What does this get us?
Deep, queryable product insight
Best Buy example:
“Find me a description of the band Abba from the web of open
data and an album for sale by them at Best Buy”
Result: ABBA was a Swedish pop/rock group formed in
Stockholm in 1972, comprising Agnetha Fältskog, Benny
Andersson, Björn Ulvaeus and Anni-Frid Lyngstad.
AND
Best Buy Sells the CD: ABBAMania: Tribute to ABBA – Various
Artists, SKU 12073151
Other examples
“Like for like” feature
For any given Best Buy product, display the products most
like it, based on their product attributes
Other examples, cont.
“Emotional Weather Report” POC
Given the weather
at a particular Best
Buy store, display
products that might
match the mood
people are in due to
weather/
environment
Business benefits
•  New avenues of customer personalization
•  Deeper, more relevant and contextual
customer experiences
•  Utilize all of your product catalog – the
product “long tail”
Q&A
Jay.Myers@bestbuy.com
@jaymyers

More Related Content

PDF
The GoodRelations Ontology: Making Semantic Web-based E-Commerce a Reality
PPTX
Better Retailing through Linked Data
PDF
Semantic Web-based E-Commerce: The GoodRelations Ontology
PDF
KRDB2010-GoodRelations
PDF
A Short Introduction to Semantic Web-based E-Commerce: The GoodRelations Voca...
KEY
JSON-LD: JSON for Linked Data
PPTX
Better business through linked data
PDF
7.[39 44]rfid based automatic shopping cart
The GoodRelations Ontology: Making Semantic Web-based E-Commerce a Reality
Better Retailing through Linked Data
Semantic Web-based E-Commerce: The GoodRelations Ontology
KRDB2010-GoodRelations
A Short Introduction to Semantic Web-based E-Commerce: The GoodRelations Voca...
JSON-LD: JSON for Linked Data
Better business through linked data
7.[39 44]rfid based automatic shopping cart

Similar to GS1: Better retailing through linked data (15)

PDF
11.rfid based automatic shopping cart
PPTX
The Viable Innovative Project - Android-Powered Smart Refrigerator
PDF
RFID Based Smart Trolley for Supermarket Automation
PDF
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOT
PDF
Super appliances english-to-go
PDF
The main purpose of the project is to manage the supermarket efficiently (rep...
PPTX
Shopping Guide for Refrigerator
PDF
RDFa -- search engines and beyond!
PDF
Automatic Goods Carrier Navigation and Billing System
PDF
IRJET- Smart Trolley for Billing System
PPTX
Innovation in refrigerators
PPTX
Fridgend Silde
PPTX
Smart Intelligent trolley
PPTX
Smart shopping trolley.
PDF
IRJET - Smart Shopping Trolley
11.rfid based automatic shopping cart
The Viable Innovative Project - Android-Powered Smart Refrigerator
RFID Based Smart Trolley for Supermarket Automation
IRJET- Smart Trolley for Guiding Customers in Super Markets using AOT
Super appliances english-to-go
The main purpose of the project is to manage the supermarket efficiently (rep...
Shopping Guide for Refrigerator
RDFa -- search engines and beyond!
Automatic Goods Carrier Navigation and Billing System
IRJET- Smart Trolley for Billing System
Innovation in refrigerators
Fridgend Silde
Smart Intelligent trolley
Smart shopping trolley.
IRJET - Smart Shopping Trolley
Ad

More from Jay Myers (15)

PPTX
Linked Data Presentation at TDWI Mpls
PPTX
Practical Applications of Semantic Web in Retail -- Semtech 2014
PPTX
SMX Advanced Seattle -- Structured Web of Data
PPTX
The Next Web of Linked Data -- University of St Thomas SEIS 708
PPTX
Minnebar9 -- The Next Web of Linked Data
PPTX
The Next Web of Linked Data
PPTX
The Web Comes Alive with Data! Schema.org and Structured Data on the Web: Pas...
PDF
Semantic Web Presentation at University of St Thomas,ust seis752
PDF
The Offspring of SEO and Semantic Web: SEO++
PDF
Semantic Web and Linked Data at TechMaine Conference
PDF
NYC Semantic Web Meetup, Nov 2010
PDF
Sem web summit boston 2010
PDF
MIT Sloan Linked Data Ventures - Jay Myers
PPTX
Increasing product and service visibility through front-end semantic web
PPTX
SES Chicago "Developments in Information Retrieval on the Web"
Linked Data Presentation at TDWI Mpls
Practical Applications of Semantic Web in Retail -- Semtech 2014
SMX Advanced Seattle -- Structured Web of Data
The Next Web of Linked Data -- University of St Thomas SEIS 708
Minnebar9 -- The Next Web of Linked Data
The Next Web of Linked Data
The Web Comes Alive with Data! Schema.org and Structured Data on the Web: Pas...
Semantic Web Presentation at University of St Thomas,ust seis752
The Offspring of SEO and Semantic Web: SEO++
Semantic Web and Linked Data at TechMaine Conference
NYC Semantic Web Meetup, Nov 2010
Sem web summit boston 2010
MIT Sloan Linked Data Ventures - Jay Myers
Increasing product and service visibility through front-end semantic web
SES Chicago "Developments in Information Retrieval on the Web"
Ad

Recently uploaded (20)

PPTX
sap open course for s4hana steps from ECC to s4
PPTX
Digital-Transformation-Roadmap-for-Companies.pptx
PDF
Encapsulation_ Review paper, used for researhc scholars
PPTX
Programs and apps: productivity, graphics, security and other tools
PDF
Spectral efficient network and resource selection model in 5G networks
PDF
Peak of Data & AI Encore- AI for Metadata and Smarter Workflows
PDF
MIND Revenue Release Quarter 2 2025 Press Release
PDF
Chapter 3 Spatial Domain Image Processing.pdf
PPTX
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
PPTX
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
PDF
The Rise and Fall of 3GPP – Time for a Sabbatical?
PDF
Per capita expenditure prediction using model stacking based on satellite ima...
PDF
Optimiser vos workloads AI/ML sur Amazon EC2 et AWS Graviton
PDF
Unlocking AI with Model Context Protocol (MCP)
PPTX
ACSFv1EN-58255 AWS Academy Cloud Security Foundations.pptx
PDF
Profit Center Accounting in SAP S/4HANA, S4F28 Col11
PDF
Mobile App Security Testing_ A Comprehensive Guide.pdf
PPT
Teaching material agriculture food technology
PPTX
20250228 LYD VKU AI Blended-Learning.pptx
PDF
Dropbox Q2 2025 Financial Results & Investor Presentation
sap open course for s4hana steps from ECC to s4
Digital-Transformation-Roadmap-for-Companies.pptx
Encapsulation_ Review paper, used for researhc scholars
Programs and apps: productivity, graphics, security and other tools
Spectral efficient network and resource selection model in 5G networks
Peak of Data & AI Encore- AI for Metadata and Smarter Workflows
MIND Revenue Release Quarter 2 2025 Press Release
Chapter 3 Spatial Domain Image Processing.pdf
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
The Rise and Fall of 3GPP – Time for a Sabbatical?
Per capita expenditure prediction using model stacking based on satellite ima...
Optimiser vos workloads AI/ML sur Amazon EC2 et AWS Graviton
Unlocking AI with Model Context Protocol (MCP)
ACSFv1EN-58255 AWS Academy Cloud Security Foundations.pptx
Profit Center Accounting in SAP S/4HANA, S4F28 Col11
Mobile App Security Testing_ A Comprehensive Guide.pdf
Teaching material agriculture food technology
20250228 LYD VKU AI Blended-Learning.pptx
Dropbox Q2 2025 Financial Results & Investor Presentation

GS1: Better retailing through linked data

  • 1. Better Retailing Through Linked Data Jay Myers,
  • 2. Products are complex objects Width: 35 ¾” Height: 68 1/2” Depth: 29 1/8” Color: Black Brand: Samsung Material: Stainless steel French doors Regular price: $2,599.99 Sale price: $1,949.99 Model Number: RF267AERS/XAA Bottom-loading freezer Total capacity: 25.8 cu. ft. Freezer capacity: 8.1 cu. ft. Gallon door storage
  • 3. They also have complex relationships Product A Product B Product C Sub-product Z Sub-product YSub-product X Sub-product W Sub-product VSub-product U
  • 4. There are many of them… and they are specific
  • 5. We are evolving… “Human-readable” web of data “Machine-readable” web of data
  • 6. Human readable web of data <div id="productsummary" xmlns:v="http://rdf.data-vocabulary.org/#" xmlns:gr="http://purl.org/goodrelations/v1#"> <div class="pdpsummarybox" typeof="v:Review-aggregate"> <h1><span rel="v:itemreviewed">Apple&#174; - iPad&#153; with Wi-Fi - 16GB</span></h1> <div id="detailband" rel="v:rating"> <strong>Model:</strong><span property="gr:hasMPN">MB292LL/A</span><span class="sep"> |</span> <strong>SKU:</strong><span property="gr:hasStockKeepingUnit">9811355</span><br/> <div id="reviewband" typeof="v:Rating"> <strong>Customer Reviews:</strong><img src="misc/ratings_star_4_1.gif" alt="4.1 out of 5 stars" /> <span id="reviewscore" property="v:average">4.1</ strong></span> <span content="5" property="v:best"/></span> <span id="reviewnum"><a href="#customerreviews">Read reviews (<span property="v:count">179</ span>)</a></span> </div>
  • 7. What does this get us?
  • 8. Business benefits •  SEO/ product visibility •  Promoting better product discovery on an ever-expanding web •  Creating more informed consumers through findability (increased sales, decreased returns) •  Utilize all of your product catalog – the product “long tail”
  • 10. What does this get us? Deep, queryable product insight Best Buy example: “Find me a description of the band Abba from the web of open data and an album for sale by them at Best Buy” Result: ABBA was a Swedish pop/rock group formed in Stockholm in 1972, comprising Agnetha Fältskog, Benny Andersson, Björn Ulvaeus and Anni-Frid Lyngstad. AND Best Buy Sells the CD: ABBAMania: Tribute to ABBA – Various Artists, SKU 12073151
  • 11. Other examples “Like for like” feature For any given Best Buy product, display the products most like it, based on their product attributes
  • 12. Other examples, cont. “Emotional Weather Report” POC Given the weather at a particular Best Buy store, display products that might match the mood people are in due to weather/ environment
  • 13. Business benefits •  New avenues of customer personalization •  Deeper, more relevant and contextual customer experiences •  Utilize all of your product catalog – the product “long tail”