entity recommendation

DataFunTalk

Sep 26, 2022 · Artificial Intelligence

Intelligent Entity Recommendation in Search Scenarios: Architecture, Relevance, Sparse Data Recall, and Multi‑Domain Strategies

This article presents a comprehensive overview of intelligent entity recommendation for search, covering scenario introduction, relevance modeling, handling sparse query and entity data with graph‑based methods, and multi‑domain, multi‑scenario ranking techniques to improve user experience.

Graph Neural NetworksKnowledge Graphentity recommendation

0 likes · 15 min read

Intelligent Entity Recommendation in Search Scenarios: Architecture, Relevance, Sparse Data Recall, and Multi‑Domain Strategies

DataFunSummit

Sep 14, 2021 · Artificial Intelligence

Knowledge Representation Learning for Knowledge Graphs: Business Overview, Algorithms, and Applications

This article presents an overview of Xiaomi's knowledge graph platform, introduces text‑augmented knowledge representation learning methods such as Jointly and DKRL, and details their practical applications in entity linking, entity recommendation, and knowledge graph completion within AI‑driven services.

Artificial IntelligenceKnowledge Graphentity linking

0 likes · 20 min read

Knowledge Representation Learning for Knowledge Graphs: Business Overview, Algorithms, and Applications

DataFunTalk

Jun 30, 2021 · Artificial Intelligence

Knowledge Representation Learning for Xiaomi Knowledge Graph: Algorithms and Applications

This article introduces Xiaomi's knowledge graph architecture, presents text‑graph joint representation learning methods, and demonstrates their practical use in entity linking, entity recommendation, and knowledge completion, highlighting model designs, feature engineering, and experimental results.

AIKnowledge Graphentity linking

0 likes · 16 min read

Knowledge Representation Learning for Xiaomi Knowledge Graph: Algorithms and Applications