9:45 AM - 10:15 AM
Gathering & Refreshments
10:15 AM - 11:15 AM Opening & Keynote
Chaired by Benny Kimelfeld
Chaired by Benny Kimelfeld
Opening
A Reader's Digest of GQL
GQL (Graph Query Language) is being developed as a new ISO standard for graph query languages to play the same role for graph databases as SQL plays for relational. In parallel, an extension of SQL for querying property graphs, SQL/PGQ, is added to the SQL standard; it shares the graph pattern matching functionality with GQL. Both standards (not yet published) are hard-to-understand specifications of hundreds of pages. The goal is to present a digest of the language that is easy for the research community to understand, and thus to initiate research on these future standards for querying graphs. The focus will be on pattern matching features shared by GQL and SQL/PGQ, as well as querying facilities of GQL.
Wim Martens is interested in foundational aspects of data management (with a current focus on graph databases and information extraction), logic, complexity, and formal language theory.He was invited speaker at PODS and STOC, and his research received several awards (e.g., two ACM SIGMOD research highlight awards, an ICDT best paper award, and an ICDT test-of-time award). He acted as program committee member in major conferences in databases, the Web, theoretical computer science, and logic, such as SIGMOD, PODS, ICDE, ICDT, WWW, ICALP, STACS, and LICS.
11:15 AM - 11:30 AM
Coffee Break
11:30 AM - 12:45 PM Session 1
Chaired by Yael Amsterdamer
Chaired by Yael Amsterdamer
Computing the Shapley Value of Facts in Query Answering
Nave Frost, eBay Research
Nave Frost, eBay Research
The Complexity of the Shapley Value for Regular Path Queries
Majd Khalil, Technion
Majd Khalil, Technion
Counterfactual Databases: A Relational, Declarative Framework for Analyzing Counterfactuals in Machine Learning Models
Idan Meyuhas, Tel Aviv University
Idan Meyuhas, Tel Aviv University
Facility Location for Fair and Equitable Query Results
Helen Sternbach, Hebrew University
Helen Sternbach, Hebrew University
12:45 PM - 1:45 PM
Lunch & Posters
1:45 PM - 3:00 PM Session 2
Chaired by Batya Kenig
Chaired by Batya Kenig
FlexER: Flexible Entity Resolution for Multiple Intents
Bar Genossar, Technion
Bar Genossar, Technion
Vector similarity search in real-time - from vanilla HNSW into full CRUD support, the challenges in scaling the throughput of the non-linear algorithm, and the asynchronous indexing solution
Alon Reshef, Redis
Alon Reshef, Redis
Query-Guided Resolution in Uncertain Databases
Osnat Drien, Bar-Ilan University
Osnat Drien, Bar-Ilan University
Optimizing cloud data lake queries with a balanced coverage plan
Grisha Weintraub, Ben-Gurion University
Grisha Weintraub, Ben-Gurion University
3:00 PM - 3:15 PM
Coffee Break
3:15 PM - 4:10 PM Session 3
Chaired by Yuval Moskovitch
Chaired by Yuval Moskovitch
Selecting Walk Schemes for Database Embedding
Yuval Lubarsky, Technion
Yuval Lubarsky, Technion
Weakly Supervised Text-to-SQL Parsing through Question Decomposition
Tomer Wolfson, Tel Aviv University
Tomer Wolfson, Tel Aviv University
Efficient Answering of Historical What-if Queries
Felix Campbell, Ben-Gurion University
Felix Campbell, Ben-Gurion University
4:10 PM - 4:20 PM
Closing Remarks