Similarity Search for Scientific Workflows
Summary: Systematic decomposition and controlled evaluation of scientific-workflow similarity methods, isolating atomic, structural, and aggregation choices. Releases reimplementations plus a gold standard of 2,000+ expert ratings over ~1,500 workflows. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Johannes Starlinger (Humboldt University of Berlin)
- 2. Bryan Brancotte (INRIA; National Centre for Scientific Research; University of Paris)
- 3. Sarah Cohen-Boulakia (INRIA; National Centre for Scientific Research; University of Paris)
- 4. Ulf Leser (Humboldt University of Berlin)
BibTeX Citation
@article{starlinger_vldb14,
title = {{Similarity Search for Scientific Workflows}},
author = {Starlinger, Johannes and Brancotte, Bryan and Cohen-Boulakia, Sarah and Leser, Ulf},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {12},
pages = {1143--1154},
doi = {10.14778/2732977.2732988},
url = {https://doi.org/10.14778/2732977.2732988},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,717 | Rank aggregation with ties: Experiments and Analysis | 2015 | VLDB | 5.795458e-05 |
| 10,457 | FlowPilot: A Suggestion System for Designing Scientific Workflows | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,248 | Entity Matching: How Similar Is Similar | 2011 | VLDB |
| 2 | 8,291 | Pattern Matching and Pattern Discovery in Scientific, Program, and Document Databases | 1995 | SIGMOD |
| 3 | 6,979 | Similarity Search for Web Services | 2004 | VLDB |
| 4 | 9,089 | Querying and Re-Using Workflows with VisTrails | 2008 | SIGMOD |
| 5 | 3,037 | The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art | 2019 | VLDB |
| 6 | 9,149 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB |
| 7 | 1,871 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD |
| 8 | 13,743 | Storing Scientific Workflows in a Database | 2009 | VLDB |
| 9 | 6,931 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD |
| 10 | 12,477 | Searching Workflows with Hierarchical Views | 2010 | VLDB |