Topic 20: Other Interesting Works

Data Integration and Knowledge Integration

1. GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge (SIGMOD 2018) [PDF, demo] 🌟
2. Non-binary evaluation measures for big data integration (VLDBJ 2018) 🌟
3. Meta-Mappings for Schema Mapping Reuse [PDF] (VLDB 2019) 🌟
4. Representing Temporal Attributes for Schema Matching (KDD 2020) 🌟
5. Bayesian Networks for Data Integration in the Absence of Foreign Keys (TKDE 2020) 🌟
6. Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks [Paper] (SIGMOD 2020) 🌟

KG and Blockchains

1. BlockChain + KG [Link]

KG Queries

1. Semantic Guided and Response Times Bounded Top-k Similarity Search over Knowledge Graphs [Video][Slides][Paper] (ICDE 2020) 🌟
2. Online Indices for Predictive Top-k Entity and Aggregate Queries on Knowledge Graphs [Video][Slides][Paper] (ICDE 2020) 🌟
3. SPARQL Rewriting: Towards Desired Results [Paper] (SIGMOD 2020) 🌟
4. Collective Keyword Query on a Spatial Knowledge Base (TKDE 2019) 🌟
5. An analytical study of large SPARQL query logs (VLDBJ 2020) 🌟

Others

1. AIOps + KG [Link]
2. A Fresh Look on Knowledge Bases Distilling Named (CIKM 2014)🌟

• Event KB. Each news article is regarded as a event. Build the semantic similarity relations and the tmporal relations between evernts.

3. When Open Information Extraction Meets the Semi-Structured Web (OpenCERES, NAACL 2019)
4. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web (CERES, VLDB 2018) 🌟
5. A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs
6. Extending Graph Patterns with Conditions
7. LUSTRE: An Interactive System for Entity Structured Representation and Variant Generation (ICDE 2018) [PDF, demo] 🌟
8. TableView: A Visual Interface for Generating Preview Tables of Entity Graphs (ICDE 2018) [PDF, demo] 🌟
9. Mining Summaries for Knowledge Graph Search (TKDE 2018) [PDF, ICDM2016 version] 🌟
10. Embedded Functional Dependencies and Data-completeness Tailored Database Design [PDF] (VLDB 2019) 🌟
11. Tutorial: Combating Fake News: A Data Management and Mining Perspective [Link] (VLDB 2019) 🌟
12. Tutorial: Data Lake Management: Challenges and Opportunities [Link] (VLDB 2019) 🌟
13. Spade: A Modular Framework for Analytical Exploration of RDF Graphs [PDF, demo] (VLDB 2019) 🌟
14. PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration [PDF, demo] (VLDB 2019) 🌟
15. Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks [Paper, Presentation] (KDD 2019) 🌟
16. Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment [PDF] (SIGMOD 2019) 🌟
17. Automatically Generating Interesting Facts from Wikipedia Tables [PDF, industrial track] (SIGMOD 2019) 🌟
18. Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology [PDF, keynote] (ICDE 2019) 🌟
19. Collective Keyword Query on a Spatial Knowledge Base (TKDE 2019) 🌟
20. Distribution-Aware Crowdsourced Entity Collection (TKDE 2019) 🌟
21. Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks (VLDB 2020) 🌟
22. Obi-Wan: Ontology-Based RDF Integration of Heterogeneous Data (VLDB 2020) 🌟
23. RDFFrames: Knowledge Graph Access for Machine Learning Tools (demo, VLDB 2020) 🌟
24. SPHINX: A System for Metapath-based Entity Exploration in Heterogeneous Information Networks (demo, VLDB 2020) 🌟
25. Dataset Discovery in Data Lakes [Video][Slides][Paper] (ICDE 2020) 🌟
26. SLIM: Scalable Linkage of Mobility Data [Paper] (SIGMOD 2020) 🌟
27. Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks [Paper] (SIGMOD 2020) 🌟
28. A survey of community search over big graphs (VLDBJ 2020)
29. An analytical study of large SPARQL query logs (VLDBJ 2020)