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What Over 7 Years of Building Enterprise Knowledge Graphs Has Taught Me About Theory and Practice

Published on Jun 14, 2024798 Views

Katariina Kari

Since 2017 I have applied semantic web technologies with the lifestyle e-commerce sector, first at Zalando and since 2021 at Inter IKEA Systems B.V. Both companies face the same problems of siloed dat

ESWC 2024

Related categories

Semantic Web

Chapter list

Seven Years of Knowledge Graphs in E-commerce00:00
Agenda01:30
My Story02:51
Aalto University03:00
Let’s Build a Knowledge Graph!11:08
Skills Roles11:22
Timeline for a Proje20:20
Identify a use case, a low-hanging fruit24:26
Get a Buy-in and Define Success Criteria26:57
Develop the Ontology With Domain Experts27:56
Data Source and Data Pipeline29:53
Publish an API33:03
A/B Testing and Going Live35:03
E-Commerece Use Cases36:27
Search Term Disambiguation36:34
Contextual Recommendation39:22
Information Box39:44
Accessory Recommendation40:30
Knowledge-Graph- Capable Enterprise41:18
WE LIKE – WE NEED41:38
USEFUL45:13
DO NOT SEE THE NEED47:19
We need knowledge graphs!48:59
Thank you50:54