Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Interdisciplinary, comprehensive, and emerging computing›Computational social science and digital humanities›causal inference›causal inference from text topic 3 papers · 7 experts · broader topic added to organise its sub-topics
Experts on causal inference from text 7 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Lise Getoor
dblp:g/LiseGetoor
0.4 12019 167 · 15 since 2021 2025 none
Dhanya Sridhar
dblp:166/1752
0.4 12019 16 · 10 since 2021 2026 reported
Ilya Shpitser
dblp:82/1901
0.3 12018 49 · 16 since 2021 2025 verified
Mark Dredze
dblp:31/5468
0.3 12018 96 · 17 since 2021 2026 verified
Zach Wood-Doughty
dblp:214/1328
0.3 12018 8 · 7 since 2021 2025 corroborated
Christian J. Fong
dblp:184/3731
0.2 12016 1 · 0 since 2021 2016 unresolved
Justin Grimmer
dblp:165/0782
0.2 12016 5 · 3 since 2021 2024 corroborated
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