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.
? Tutorial for this page

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.
Artificial intelligence›Robotics›Robot manipulation›assembly›sensor-based assembly topic 5 papers · 14 experts
Experts on sensor-based assembly 14 · 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
Gerd Hirzinger
dblp:h/GerdHirzinger
0.1 22010 249 · 0 since 2021 2013 none
Friedrich Lange
dblp:93/6891
0.1 12010 17 · 1 since 2021 2021 none
Johannes Scharrer
dblp:26/8370
0.1 12010 2 · 0 since 2021 2010 none
Jörg Langwald
dblp:85/369
0.0 12000 3 · 0 since 2021 2009 none
Stefan Jörg
dblp:74/1253
0.0 12000 8 · 0 since 2021 2014 none
Ciro Natale
dblp:27/3333
0.0 12000 30 · 6 since 2021 2023 verified
Johannes Stelter
dblp:19/3605
0.0 12000 1 · 0 since 2021 2000 none
Ralph L. Hollis
dblp:77/6457
0.0 21994 49 · 1 since 2021 2021 none
Andrew E. Brennemann
dblp:71/2120
0.0 21994 3 · 0 since 2021 1995 none
Mark A. Lavin
dblp:14/7008
0.0 11988 9 · 0 since 2021 2004 none
Bela L. Musits
dblp:139/6723
0.0 11988 3 · 0 since 2021 1994 none
Robert Hammer
dblp:81/2694
0.0 11994 3 · 0 since 2021 1994 none
William V. Jecusco II
dblp:12/6584
0.0 11994 1 · 0 since 2021 1994 none
Russell L. Andersson
dblp:20/5662
0.0 11985 8 · 0 since 2021 1993 none
page 1 of 1