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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.
Software engineering, system software, and programming languages›Requirements engineering and software design›interface design›user interface design topic 7 papers · 15 experts · broader topic added to organise its sub-topics
Experts on user interface design 15 · 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
Domenico Bianculli
dblp:b/DomenicoBianculli
0.9 12025 60 · 31 since 2021 2026 verified
Lionel C. Briand
dblp:93/1501
0.9 12025 388 · 81 since 2021 2026 verified
Hichem Belgacem
dblp:314/5680
0.9 12025 3 · 3 since 2021 2025 corroborated
Volker Gruhn
dblp:g/VolkerGruhn
0.2 32009 123 · 16 since 2021 2026 verified
Matthias Book
dblp:00/3973
0.2 32009 34 · 4 since 2021 2025 verified
Malte Hülder
dblp:79/2841
0.1 12009 5 · 0 since 2021 2009 none
Tobias Brückmann
dblp:43/2691
0.1 12009 6 · 0 since 2021 2012 corroborated
Pavel Panchekha
dblp:132/1798
0.1 12016 24 · 12 since 2021 2025 corroborated
Gerald Mucke
dblp:84/1323
0.1 12006 1 · 0 since 2021 2006 none
Gilles Roussel 0001
dblp:r/GillesRoussel
0.1 12005 17 · 0 since 2021 2014 corroborated
Stefano Crespi-Reghizzi
dblp:c/SCrespiReghizzi
0.1 12005 83 · 12 since 2021 2026 verified
Jean Berstel
dblp:b/JeanBerstel
0.1 12005 43 · 0 since 2021 2012 none
Pierluigi San Pietro
dblp:17/906
0.1 12005 63 · 11 since 2021 2026 corroborated
Stephen W. Draper
dblp:51/2738
0.0 11984 16 · 0 since 2021 2020 verified
Donald A. Norman
dblp:50/784
0.0 11984 15 · 0 since 2021 2007 verified
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