Topic 02: About Domain Specific Knowledge Bases

Domain-Specific KBs

1. Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms [PDF] (ICDE 2019) 🌟
2. Demonstrating Spindra: A Geographic Knowledge Graph Management System [PDF, demo] (ICDE 2019) 🌟
3. Domain Specific Knowledge Graphs as a Service to the Public (KDD 2020, Applied Data Science Track) 🌟

Product KBs

1. AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types (KDD 2020, Applied Data Science Track) [Paper]🌟
2. GoodsKG - a Product Knowledge Graph Project [GitHub]
3. AliCoCo: Alibaba E-commerce Cognitive Concept Net (SIGMOD 2020 Industry Track) [Paper] [Github]🌟
4. Product Knowledge Graph Embedding for E-commerce (WSDM 2020) [Paper]🌟
5. Towards Knowledge-Based Personalized Product Description Generation in E-commerce [Paper, applied science track] (KDD 2019) 🌟

Product Data Set

1. Web Data Commons - Gold Standard for Product Matching and Product Feature Extraction [Link]

Domain Specific NER

1. Learning Named Entity Tagger using Domain-Specific Dictionary [Paper]
2. A Hybrid Generative/Discriminative Model for Rapid Prototyping of Domain-Specific Named Entity Recognition [Paper]

Domain Specific EL

1. SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks (TKDE 2018) 🌟
2. A Semantic Approach for Entity Linking by Diverse Knowledge Integration incorporating Role-Based Chunking ((ICCIDS 2019)
3. Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce (SIGIR 2020) [Paper]