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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›design process›stepwise refinement topic 9 papers · 17 experts · broader topic added to organise its sub-topics
Experts on stepwise refinement 17 · 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
Peter Lammich
dblp:49/5258
0.6 12022 46 · 14 since 2021 2026 verified
Maximilian P. L. Haslbeck
dblp:134/6302
0.6 12022 7 · 2 since 2021 2022 verified
Don S. Batory
dblp:b/DSBatory
0.1 22004 119 · 6 since 2021 2024 verified
Axel Rauschmayer
dblp:85/4687
0.1 22004 3 · 0 since 2021 2004 none
Jacob Neal Sarvela
dblp:39/3775
0.1 22004 4 · 0 since 2021 2010 none
Pankaj Jalote
dblp:j/PankajJalote
0.0 11989 66 · 6 since 2021 2026 verified
Kokichi Futatsugi
dblp:f/KokichiFutatsugi
0.0 11989 58 · 2 since 2021 2022 verified
Tohru Kikuno
dblp:86/2145
0.0 11989 94 · 0 since 2021 2013 none
Takeshi Ogihara
dblp:62/3765
0.0 11989 4 · 0 since 2021 1996 none
Koji Torii
dblp:56/2801
0.0 11989 34 · 0 since 2021 2005 none
Katsuro Inoue
dblp:33/779
0.0 11989 131 · 13 since 2021 2025 corroborated
Ataru T. Nakagawa
dblp:02/1451
0.0 11989 4 · 0 since 2021 1997 none
Franco Sirovich
dblp:86/107
0.0 11982 10 · 0 since 2021 1987 none
Antonio Di Leva
dblp:30/5939
0.0 11982 10 · 0 since 2021 2019 corroborated
Luigi Petrone
dblp:30/1468
0.0 11982 2 · 0 since 2021 1995 none
David Lorge Parnas
dblp:p/DLParnas
0.0 11976 62 · 1 since 2021 2025 verified
William M. McKeeman
dblp:40/4856
0.0 11975 6 · 0 since 2021 1987 none
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