Tagged articles

data semantics

3 articles · Page 1 of 1

Oct 23, 2026 · User Experience Design

Cut Redundant UI Labels by Leveraging Data Semantics

This article demonstrates how to reduce redundant field labels in a service overview UI by grouping related data, using semantic formatting (e.g., '3 replicas' instead of 'Replicas: 3'), and preserving labels only where ambiguity exists, with a before/after case study and validation checklist.

Design PrinciplesHTMLInformation Architecture

0 likes · 6 min read

Cut Redundant UI Labels by Leveraging Data Semantics

Chen Xiaogong's Room

Sep 28, 2026 · Industry Insights

Cement Industrial Internet Platform Architecture: 56 Key Questions from Device Connectivity to Industrial Intelligence

This article presents a comprehensive architectural framework for cement industrial internet platforms, addressing 56 critical questions across connectivity, data semantics, AI/MLOps, digital twins, Agent systems, and cross-factory replication, grounded in AII and IIRA reference architectures.

Agent SystemsCross-Factory ReplicationDigital Twin

0 likes · 53 min read

Cement Industrial Internet Platform Architecture: 56 Key Questions from Device Connectivity to Industrial Intelligence

Data Bricklaying Diary

Sep 25, 2026 · Backend Development

From Table-Driven to Ontology-Driven: Why Data Alone Can't Explain Business

This article argues that ontology-driven modeling — defining business concepts like delivery, deferral, and confirmation — enables AI and humans to trace actual order records, distinguish occurred facts from pending requests and causal guesses, and answer why an order was delayed without full system rewrite or event sourcing.

AI explanationBusiness ModelingTransactional Outbox

0 likes · 17 min read

From Table-Driven to Ontology-Driven: Why Data Alone Can't Explain Business