(Almost) Hands-Off Information Integration for the Life Sciences
Summary: ALADIN is an almost fully automated pipeline for integrating heterogeneous life‑science sources via data/text mining, schema matching, and duplicate detection. Provides near‑zero‑cost integration that uncovers novel relationships for discovery and exposes new DB research problems. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ulf Leser
- 2. Felix Naumann
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,675 | Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases | 2008 | VLDB | 6.0056894e-05 |
| 6,286 | A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets | 2006 | VLDB | 5.1280225e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 173 | Schema Mapping as Query Discovery | 2000 | VLDB | 0.00038627829 |
| 1,198 | Crossing the Structure Chasm | 2003 | CIDR | 0.00013366708 |
| 1,511 | Using Schematically Heterogeneous Structures | 1998 | SIGMOD | 0.00011602872 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 12,223 | Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems | 2010 | SIGMOD | 4.1945683e-05 |
| 208 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.0003460594 |
| 9,851 | Adaptive Schema Databases | 2017 | CIDR | 4.2721228e-05 |
| 2,730 | Open Data Integration | 2018 | VLDB | 8.2126735e-05 |
| 7,657 | ALIAS*: An Active Learning led Interactive Deduplication System | 2002 | VLDB | 4.6870537e-05 |
| 13,915 | A Database Platform for Bioinformatics | 2000 | VLDB | - |
| 6,414 | Database Challenges in the Integration of Biomedical Data Sets | 2004 | VLDB | 5.0735389e-05 |
| 3,110 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.5475982e-05 |
| 6,792 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 4.9249098e-05 |