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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 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›Ubiquitous computing and smart environments
area
5,419 papers · 12,901 experts
Sub-topics
95 · with their number of papers; shaded topics divide further
context-aware computing 242smart home 225mobile sensing 205location-based services 68indoor localization 57mobile computing 52public displays 47context recognition 37mobile crowdsourcing 37personal information management 34automotive computing 32smart buildings 31domestic technology 29ambient intelligence 26interruption management 26incentive mechanism 25internet of things 24environmental sensing 21multitasking 21urban computing 21emergency response 20interactive surfaces 20device-free sensing 17home environments 14location prediction 14attention management 12automotive user interfaces 12workplace technology 12indoor mapping 10mobile data collection 10social sensing 10human-building interaction 8smart devices 8sustainability 8location sensing 7notification systems 7pervasive computing infrastructure 7privacy 7sensor data analysis 7user behavior modeling 7indoor sensing 6interactive environments 6location awareness 6mobile technology 6occupancy sensing 6automotive interaction 5location-aware computing 5object tracking 5pervasive sensing 5information work 4multi-device computing 4pervasive displays 3urban technologies 3
Show 42 smaller topics (under 10 papers each)
digital twin 8pervasive applications 8public spaces 8interruption and multitasking 7pedestrian safety 7feedback design 6sensor placement 6wireless sensing 6adaptive interaction 5connected devices 5developing world 5home networking 5office environment 5peripheral awareness 5cloud robotics 4device pairing 4human-nature interaction 4information overload 4large-screen display 4multitasking support 4object search 4personal data 4pervasive application development 4pressure distribution sensing 4thermal comfort inference 4ubiquitous robotics 4urban design 4availability management 3building management 3calm technology 3cyber-physical-social systems 3developing region technology 3digital content consumption 3liquid identification 3object agency 3outdoor environment 3personal technology use 3pervasive computing security 3privacy and security 3surveillance 3temporality 3walk-up-and-use interfaces 3
Experts on Ubiquitous computing and smart environments
12,901 · 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