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Best Papers vs. Top Cited Papers in Computer Science (since 1996)
Conference(Journal) Rank 自然科学类奖项

Evaluation of the quality of a paper, in addition to the number of citations as a reference, the best paper of the conference is also an important evaluation criterion.Are the citations of these best papers high? Do the Top Cited Papers have greater influence? This is a question worth discussing, because it can reflect the generality of academic evaluation.By using MAP (Mean Average Precision), a measure to evaluate the ranking performance, we calculated the MAP score of the conference in a year, which objectively reflected the relationship between the top cited papers and the best papers.

Rank	Conference（Full Name）	Short Name	MAP	CCF Level
1	IEEE Conference on Computer Vision and Pattern Recognition	CVPR	0.14	A
2	Annual Conference on Neural Information Processing Systems	NeurIPS	0.08	A
3	International Conference on Computer Vision	ICCV	0.01	A
4	International Conference on Machine Learning	ICML	0.09	A
5	European Conference on Computer Vision	ECCV	0.26	B
6	AAAI Conference on Artificial Intelligence	AAAI	0.04	A
7	Bioinformatics			B
8	Annual Meeting of the Association for Computational Linguistics	ACL	0.04	A
9	IEEE Transactions on Image Processing	TIP	0.28	A
10	IEEE Transactions on Wireless Communications	TWC	0.20	B
11	Conference on Empirical Methods in Natural Language Processing	EMNLP	0.05	B
12	ACM Conference on Computer and Communications Security	CCS		A
13	Asia Conference on Computer and Communications Security	AsiaCCS		C
14	ACM Conference on Human Factors in Computing Systems	CHI	0.11	A
15	IEEE International Conference on Robotics and Automation	ICRA	0.13	B
16	International Joint Conference on Artificial Intelligence	IJCAI	0.01	A
17	ACM Knowledge Discovery and Data Mining	SIGKDD	0.16	A
18	IEEE International Conference on Acoustics, Speech and SP	ICASSP	0.33	B
19	IEEE Transactions on Information Theory	TIT	0.44	A
20	International World Wide Web Conferences	WWW		B
21	Usenix Security Symposium	USENIX Security	0.15	A
22	IEEE Symposium on Security and Privacy	S&P	0.07	A
23	IEEE International Conference on Computer Communications	INFOCOM	0.03	A
24	International Conference on Software Engineering	ICSE	0.14	A
25	ACM Symposium on Theory of Computing	STOC	0.07	A
26	IEEE Transactions on Circuits and Systems for Video Technology	TCSVT		B
27	ACM Conference on Management of Data	SIGMOD	0.01	A
28	Medical Image Analysis			C
29	IEEE Signal Processing Letters	SPL	0.36	C
30	IEEE International Conference on Communications	ICC	0.06	C
31	ACM International Conference on the applications, technologies, architectures, and protocols for computer communication	SIGCOMM	0.09	A
32	Signal Processing		0.31	C
33	IEEE\RSJ International Conference on Intelligent Robots and Systems	IROS		C
34	European Cryptology Conference	EUROCRYPT	0.18	A
35	Symposium on Network System Design and Implementation	NSDI	0.18	A
36	Computer Supported Cooperative Work	CSCW		A
37	ISOC Network and Distributed System Security Symposium	NDSS	0.30	B
38	ACM International Conference on Multimedia	ACM MM	0.08	A
39	International Conference on Research on Development in Information Retrieval	SIGIR	0.04	A
40	IEEE Global Communications Conference	Globecom		C
41	International Cryptology Conference	CRYPTO	0.24	A
42	IEEE Transactions on Audio, Speech, and Language Processing	TASLP	0.61	B
43	International Symposium on Computer Architecture	ISCA	0.04	A
44	IEEE International Conference on Data Engineering	ICDE	0.19	A
45	ACM International Conference on Web Search and Data Mining	WSDM	0.04	B
46	ACM International Conference on Ubiquitous Computing	UbiComp	0.24	A
47	IEEE Symposium on Foundations of Computer Science	FOCS	0.16	A
48	British Machine Vision Conference	BMVC		C
49	Annual Conference on Computational Learning Theory	COLT		B
50	ACM International Conference on Information and Knowledge Management	CIKM	0.11	B
51	Design Automation Conference	DAC	0.04	A
52	Decision Support Systems	DSS		C
53	ACM SIGSOFT Symposium on the Foundation of Software Engineering/ European Software Engineering Conference	FSE/ESEC	0.26	A
54	Architectural Support for Programming Languages and Operating Systems	ASPLOS	0.20	A
55	ACM International Conference on Mobile Computing and Networking	MOBICOM	0.05	A
56	International Conference on Image Processing	ICIP		C
57	International Conference for High Performance Computing, Networking, Storage, and Analysis	SC	0.04	A
58	ACM-SIAM Symposium on Discrete Algorithms	SODA	0.07	A
59	International Conference on Data Mining	ICDM		B
60	Design, Automation & Test in Europe Conference	DATE	0.02	B
61	International Conference on Mobile Systems, Applications, and Services	MobiSys	0.08	B
62	International Conference on Automated Software Engineering	ASE	0.61	A
63	ACM SIGPLAN Symposium on Programming Language Design & Implementation	PLDI	0.19	A
64	ACM Symposium on User Interface Software and Technology	UIST	0.15	B
65	IEEE Transactions On Computer-Aided Design Of Integrated Circuits And System	TCAD	0.28	A
66	Annual International Conference on the Theory and Application of Cryptology and Information Security	ASIACRYPT	0.15	B
67	ACM Symposium on Operating Systems Principles	SOSP	0.26	A
68	European Conference on Computer Systems	EuroSys	0.72
69	IEEE Wireless Communications & Networking Conference	WCNC		C
70	Software and System Modeling	SoSyM	0.03	B
71	Genetic and Evolutionary Computation Conference	GECCO		C
72	Theory of Cryptography Conference	TCC		B
73	Mining Software Repositories	MSR	0.11	C
74	Conference on File and Storage Technologies	FAST	0.18	A
75	International Conference on Automatic Face and Gesture Recognition	FG	0.67	C
76	Internet Measurement Conference	IMC	0.24	B
77	ACM Conference on Embedded Networked Sensor Systems	SenSys	0.13	B
78	USENIX Annual Technical Conference	USENIX ATC	0.22
79	IEEE International Conference on Multimedia & Expo	ICME		B
80	IEEE International Semantic Web Conference	ISWC		B
81	USENIX Symposium on Operating Systems Design and Implementations	OSDI	0.34	A
82	International Symposium on Software Testing and Analysis	ISSTA	0.13	A
83	IEEE International Conference on Pervasive Computing and Communications	PERCOM	0.50	B
84	International Journal of Neural Systems	IJNS		C
85	International Conference on Measurement and Modeling of Computer Systems	SIGMETRICS	0.08	B
86	International Symposium on Mobile Ad Hoc Networking and Computing	MobiHoc	0.16	B
87	ACM International Conference on Multimodal Interaction	ICMI	0.31	C
88	European Symposium on Research in Computer Security	ESORICS		B
89	International Colloquium on Automata, Languages and Programming	ICALP		B
90	International Conference on Computer-Aided Design	ICCAD	0.12	B
91	SIAM International Conference on Data Mining	SDM	0.01	B
92	ACM International Conference on emerging Networking EXperiments and Technologies	CoNEXT	0.07	B
93	ACM/SIGDA International Symposium on Field-Programmable Gate Arrays	FPGA	0.36	B
94	MICRO	MICRO	0.61	A
95	IEEE Symposium on Logic in Computer Science	LICS	0.01	A
96	Conference on Object-Oriented Programming Systems, Languages, and Applications	OOPSLA	0.11	A
97	ACM SIGGRAPH Annual Conference	SIGGRAPH		A
98	ACM Symposium on Cloud Computing	SOCC	0.20	B
99	ACM SIGMM International Conference on Multimedia Retrieval	ICMR	0.06	B
100	ACM International Conference on Intelligent User Interfaces	IUI	0.36	B
101	Principles and Practice of Parallel Programming	PPoPP	0.12	A
102	Journal of Strategic Information Systems	JSIS		C
103	ACM Conference on Designing Interactive Systems	DIS	0.20	C
104	Annual Computer Security Applications Conference	ACSAC	0.22	B
105	Symposium On Usable Privacy and Security	SOUPS	0.08	C
106	International Conference on Extending DB Technology	EDBT	0.14	B
107	International Conference on Information Processing in Sensor Networks	IPSN	0.27	B
108	European Symposium on Algorithms	ESA	0.07	B
109	Distributed Computing	DC	0.44	C
110	High-Performance Distributed Computing	HPDC	0.35	B
111	IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing	CCGRID	0.36	C
112	ACM Symposium on Parallelism in Algorithms and Architectures	SPAA	0.09	B
113	Fast Software Encryption	FSE	0.89	B
114	ACM SIGACCESS Conference on Computers and Accessibility	ASSETS	0.31	C
115	International Computer Software and Applications Conference	COMPSAC	0.14	C
116	ACM SIGMOD Conference on Principles of DB Systems	PODS	0.16	B
117	Code Generation and Optimization	CGO	0.04	B
118	International Conference on Automated Planning and Scheduling	ICAPS	0.41	B
119	IEEE Conference on Computational Complexity	CCC	0.61	B
120	Interaction Design and Children	IDC		C
121	International Middleware Conference	Middleware		B
122	IFIP International Conferences on Networking	Networking	0.11	C
123	Real-Time and Embedded Technology and Applications Symposium	RTAS	0.11	B
124	International Conference on Hybrid Systems: Computation and Control	HSCC	0.19	B
125	Real-Time Systems Symposium	RTSS	0.09
126	ACM Conference on Security and Privacy in Wireless and Mobile Networks	WiSec		C
127	International Conference on Model Driven Engineering Languages and Systems	MoDELS		B
128	Detection of Intrusions and Malware & Vulnerability Assessment	DIMVA		C
129	Conference on Automated Deduction/The International Joint Conference on Automated Reasoning	CADE/IJCAR		B
130	Parallel Architectures and Compilation Techniques	PACT	0.03	B
131	ACM Symposium on Computational Geometry	SoCG		B
132	IEEE International Conference on Data Science and Advanced Analytics	DSAA		C
133	Multimedia Systems	MS		C
134	Human Computer Interaction	HCI		B
135	International Conference on Web Services（Research Track）	ICWS		B
136	Selected Areas in Cryptography	SAC		C
137	International Symposium on Empirical Software Engineering and Measurement	ESEM		B
138	IEEE Conference on Local Computer Networks	LCN		C
139	Great Lakes Symposium on VLSI	GLSVLSI	0.03	C
140	Autonomous Agents and Multi-Agent Systems	AAMAS	0.20	B
141	ACM Symposium on Virtual Reality Software and Technology	VRST		C
142	IET Information Security			C
143	ACM International Conference on Interactive Tabletops and Surfaces	ITS		B
144	European Conference on Object-Oriented Programming	ECOOP		B
145	IEEE International Conference on Tools with Artificial Intelligence	ICTAI		C
146	International Conference on Multimedia Modeling	MMM	0.06	C
147	International Symposium on Low Power Electronics and Design	ISLPED		C
148	International Conference on Mobile Data Management	MDM	0.31	C
149	International Conference on Database Theory	ICDT	0.10	B
150	Automated Software Engineering	ASE	0.61	B
151	Mathematical Foundations of Computer Science	MFCS		C
152	European Conference on Artificial Intelligence	ECAI		B
153	International Conference on Concurrency Theory	CONCUR	0.07	B
154	International Conference on Conceptual Modeling	ER		C
155	International Symposium on Mixed and Augmented Reality	ISMAR	0.24	B
156	IEEE Pacific Visualization Symposium	PacificVis		C
157	Integration, the VLSI Journal	Integration	0.61	C
158	International Conference on Algorithmic Learning Theory	ALT	0.04	C
159	International Symposium on Physical Design	ISPD	0.37	C
160	Virtual Execution Environments	VEE	0.89	B
161	ACM Workshop on Information Hiding and Multimedia Security	IH&MMSec		C
162	Database Systems for Advanced Applications	DASFAA	0.12	B
163	Architectures for Networking and Communications Systems	ANCS		C
164	Asia-Pacific Network Operations and Management Symposium	APNOMS	0.11	C
165	Cybernetics and Systems		0.28	C
166	International Conference on Scientific and Statistical DB Management	SSDBM		C
167	Journal of Symbolic Logic	JSL		C
168	Formal Methods in Computer-Aided Design	FMCAD		C
169	ACM Symposium on Access Control Models and Technologies	SACMAT		C
170	Network and Operating System Support for Digital Audio and Video	NOSSDAV	0.11	B
171	ACM International Conference on Computing Frontiers	CF		C
172	ACM Symposium on Interactive 3D Graphics	Si3D		B
173	ACM International Systems and Storage Conference	SYSTOR	0.41	C
174	International Conference on Field-Programmable Technology	FPT	0.17	C
175	International Conference on Software Engineering and Knowledge Engineering	SEKE		C
176	Application-Specific Systems, Architectures, and Processors	ASAP	0.11	C
177	ACM/IEEE International Symposium on Networks-on-Chip	NOCS		C
178	IEEE International Working Conference on Source Code Analysis and Manipulation	SCAM	0.31	C
179	Formal Techniques for Networked and Distributed Systems	FORTE		C
180	Asia-Pacific Software Engineering Conference	APSEC	0.20	C
181	Graphics Interface conference	GI		C
182	International Symposium on Spatial and Temporal Databases	SSTD	0.28	C
183	International Conference on Wireless Algorithms, Systems, and Applications	WASA		C
184	International Conference on Very Large Data Bases	VLDB	0.44	A
185	International Conference on Languages, Compilers, Tools and Theory for Embedded Systems	LCTES		B
186	International Symposium on Logic-based Program Synthesis and Transformation	LOPSTR		C
187	International Conference on Information and Communications Security	ICICS	0.61	C
188	IEEE International Conference on Engineering of Complex Computer Systems	ICECCS		C
189	Computer Graphics International	CGI		C
190	Computer Animation and Social Agents	CASA	0.61	C
191	International Journal of Information Security and Privacy	IJISP	0.61	C
192	International Conference on Embedded Software	EMSOFT	0.31
193	High-Performance Computer Architecture	HPCA	0.83	A
194	IEEE Visualization Conference	IEEE VIS	0.78	A
195	Large Installation system Administration Conference	LISA	0.21	B
196	Eurographics Symposium on Geometry Processing	SGP	0.61	B
197	Digital Forensic Research Workshop	DFRWS	0.33	C
198	Privacy Enhancing Technologies Symposium	PETS	1.00	C
199	Asia Pacific Bioinformatics Conference	APBC	0.33	C
200	Geometric Modeling and Processing	GMP	1.00	C
201	Shape Modeling International	SMI	0.33	C

Best Papers vs. Top Cited Papers in Computer Science (since 1996)Conference(Journal) Rank自然科学类奖项

Best Papers vs. Top Cited Papers in Computer Science (since 1996)
Conference(Journal) Rank 自然科学类奖项