Knowledge graph related skills
Published:
some demanded skills I collected via Linkedin
1. Related skills
| Skills | Details | Mastery |
|---|---|---|
| Knolwedge Extraction(知识抽取) | 基本算法有哪些 | ??? |
| Knolwedge Representation(知识表现) | ??? | ??? |
| Ontology Matching(本体匹配) | ??? | ??? |
| Entity Alignment(实体对齐) | ??? | ??? |
| Knolwedge Fusion(知识融合) | ??? | ??? |
| Knolwedge Reasoning(知识推理) | ??? | ??? |
| Graph Database(图数据库) | Neo4j, Virtuoso,Pyspark的增删改查 | ??? |
| Graph Neural Network(图神经网络) | ??? | ??? |
| Graph Algorithm(图算法) | ??? | ??? |
| Ontology Language(本体描述语言) | RDF, OWL | ??? |
| Logic Programming(逻辑编程) | Prolog, RDFS | ??? |
| QA System(问答系统) | ??? | ??? |
2. List of KG-related top conferences
Knowledge Graph and Base | Name | Full name | Focus | Date | | —- | ——— | —– | —- | | KDD | Knowledge Discovery and Data Mining | focus on the algorithmic side | ??? | | ICKG | IEEE International Conference on Knowledge Graph | KG | ??? | | KGC | The Knowledge Graph Conference | KG | ??? | NeurIPS | ??? | ??? | ??? | | NIPS | ??? | ??? | ??? |