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What Over 7 Years of Building Enterprise Knowledge Graphs Has Taught Me About Theory and Practice
Published on Jun 14, 2024703 Views
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
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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