Demo Data from SIGIR 2026 / recruitment
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 by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021
Artificial intelligence and machine learning
419,855 active · 726,626 total · 856,312 papers
NeurIPS · AAAI · ESWA · CVPR · ICML · EAAI
Graphics, computer vision, multimedia, augmented reality and games
220,290 active · 419,218 total · 473,177 papers
AAAI · ICASSP · MTA · CVPR · INTERSPEECH · ICCV
Applied, interdisciplinary, general and emerging computing
306,612 active · 637,688 total · 436,260 papers
TGARS · IGARSS · TITS · TII · CogSci · Bioinformatics
Systems, architecture and hardware
148,087 active · 345,638 total · 325,499 papers
IROS · ICRA · VTC · ISCAS · TJSC · IECON
Computer networks
105,468 active · 214,616 total · 249,845 papers
IOT · ICC · GLOBECOM · TWC · TCOM · TMC
Databases, data management, data science and information retrieval
134,049 active · 269,256 total · 249,104 papers
IEEE BigData · CIKM · SIGKDD · TKDE · AEI · SIGIR
Theory of computation
38,447 active · 105,648 total · 202,645 papers
TIT · TCS · DAM · SODA · STOC · ICALP
Human-computer interaction and ubiquitous computing
114,847 active · 268,055 total · 198,672 papers
CHI · SMC · TSMC · SIGCSE · PACMHCI · IJHCI
Software engineering, systems software and programming languages
76,605 active · 178,952 total · 173,661 papers
DATE · COMPSAC · CoDIT · PACM PL · TSC · JSS
Security and privacy
57,527 active · 109,981 total · 102,399 papers
TIFS · TDSC · USENIX Security · TrustCom · CCS · JISA
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
231,922 experts · 238,182 papers
33 areas · 23,066 topics
Theoretical computer science
84,688 experts · 103,442 papers
15 areas · 12,358 topics
Computer architecture, parallel and distributed computing, and storage systems
119,266 experts · 88,175 papers
18 areas · 10,819 topics
Computer graphics and multimedia
99,217 experts · 74,150 papers
13 areas · 7,821 topics
Computer networks
79,947 experts · 72,281 papers
18 areas · 9,664 topics
Databases, data mining, and information retrieval
83,822 experts · 68,869 papers
17 areas · 7,059 topics
Network and information security
67,706 experts · 53,290 papers
15 areas · 5,550 topics
Interdisciplinary, comprehensive, and emerging computing
111,858 experts · 46,353 papers
9 areas · 5,108 topics
Human-computer interaction and pervasive computing
77,670 experts · 43,820 papers
16 areas · 4,757 topics
Software engineering, system software, and programming languages
53,122 experts · 40,802 papers
14 areas · 4,459 topics
Software engineering, system software, and programming languages›Empirical software engineering
area
5,357 papers · 10,126 experts
Sub-topics
65 · with their number of papers; shaded topics divide further
mining software repositories 1,712developer studies 944software metrics 221software effort estimation 159controlled experiment 109software defect prediction 99systematic literature review 91software project management 68agile software development 62reproducibility 62benchmarking 61software engineering practice 58experimental methodology 46open source software 46software analytics 37fault prediction 35collaborative software development 34qualitative research 31crowdsourcing 23end-user programming 23practitioner studies 20process mining 20technology transfer 20evidence-based software engineering 19user behavior analysis 18issue report analysis 12causal inference 11software fault analysis 10software economics 9large language model evaluation 8human factors in software engineering 7data annotation 6identifier naming conventions 6software engineering management 6software engineering research methodology 6software quality and productivity 5software size measurement 5AI for software engineering 4software evaluation 4software estimation 3
Show 25 smaller topics (under 10 papers each)
software engineering education 9data science workflows 8replication and reproducibility 8peer review 7cross-validation 6event log analysis 6hyperparameter optimization 6software engineering history 6software repositories 6bayesian data analysis 4classifier evaluation 4practitioner-academic collaboration 4software startups 4statistical process control 4bayesian network models 3confidence interval estimation 3data science for software engineering 3feature-based analysis 3frequent subgraph mining 3gamification 3model selection 3organizational practices 3predictive models 3programming language comparison 3question answering 3
Experts on Empirical software engineering
10,126 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years), summed over the area's topics