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Topic 02: About Domain Specific Knowledge Bases
Sherry Lin edited this page Oct 9, 2020
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Domain-Specific KBs
- Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms [PDF] (ICDE 2019) 🌟
- Demonstrating Spindra: A Geographic Knowledge Graph Management System [PDF, demo] (ICDE 2019) 🌟
- Domain Specific Knowledge Graphs as a Service to the Public (KDD 2020, Applied Data Science Track) 🌟
Product KBs
- AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types (KDD 2020, Applied Data Science Track) [Paper]🌟
- GoodsKG - a Product Knowledge Graph Project [GitHub]
- AliCoCo: Alibaba E-commerce Cognitive Concept Net (SIGMOD 2020 Industry Track) [Paper] [Github]🌟
- Product Knowledge Graph Embedding for E-commerce (WSDM 2020) [Paper]🌟
- Towards Knowledge-Based Personalized Product Description Generation in E-commerce [Paper, applied science track] (KDD 2019) 🌟
Product Data Set
- Web Data Commons - Gold Standard for Product Matching and Product Feature Extraction [Link]
Domain Specific NER
- Learning Named Entity Tagger using Domain-Specific Dictionary [Paper]
- A Hybrid Generative/Discriminative Model for Rapid Prototyping of Domain-Specific Named Entity Recognition [Paper]
Domain Specific EL
- SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks (TKDE 2018) 🌟