Demo Data from VLDB 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
Human-computer interaction and pervasive computing›Learning and educational technologies
area
2,488 papers · 7,814 experts
Sub-topics
88 · with their number of papers; shaded topics divide further
intelligent tutoring systems 113educational games 72language learning 48online learning 36simulation-based training 27medical training 26programming education 24student modeling 24automated essay scoring 23informal learning 21skill acquisition 21personalized learning 20active learning 19computer-assisted instruction 18AI in education 17distance learning 17educational feedback 17immersive learning 15learning analytics 15pedagogical agents 15embodied learning 14medical education 14robot-assisted learning 14children 13design education 13video-based learning 13writing support 12self-regulated learning 11computing education 9skill training 8multimedia learning 7educational software 6instructional design 6interactive learning environments 6music education 6student knowledge modeling 5educational assessment 4educational content generation 4learning interface 4literacy learning 4STEM education 4educational recommendation 3reading technology 3teacher education 3
Show 44 smaller topics (under 10 papers each)
educational technology 9note-taking 9early childhood education 8k-12 education 8classroom technology 7digital literacy 7gamified learning 7social-emotional learning 7STEAM education 7attention prediction 6concept mapping 6digital badges 6spaced repetition 6student engagement 6virtual coach 6curriculum learning 5higher education 5knowledge acquisition 5knowledge transfer 5student motivation 5visual prompts 5classroom deployment 4classroom interaction 4analogical reasoning 3co-design with teachers 3connected learning 3critical thinking 3cultural heritage learning 3data augmentation 3digital libraries 3distance education 3educational data mining 3health education 3learning ecology 3low-resource settings 3metacognition 3microlearning 3nursing education 3presentation support 3scaffolding 3self-directed learning 3situated learning 3special education 3student perception 3
Experts on Learning and educational technologies
7,814 · 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