AI 2000 全球人工智能学者
领域
2013
2022
领域
  • AI 2000
AI 2000信息检索与推荐领域学者排名每年选出前10名学者为“最具影响力学者”,前11-100名学者为“最具影响力学者提名”。该名录旨在表彰推动信息检索与推荐领域进步和创新的杰出学者。
我们会持续优化排名的产品和数据。如果您对产品和数据有合作意向,或者有任何问题和建议,请联系我们:aiopen@aminer.cn
1
-
Recommendation
Recommender Systems
Recommender System
Collaborative Filtering
Graph Neural Network
得分14k
2
-
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Information Retrieval
得分11k
3
-
Social Network
Social Networks
Machine Learning
Data Mining
Social Media
得分7k
4
1
Recommender Systems
Machine Learning
Graphical Model
Graphical Models
Recommender System
得分7k
5
1
Text Mining
Language Model
Information Retrieval
Natural Language Processing
Probabilistic Model
得分6k
6
-
Semantics
Visualization
Feature Extraction
Computer Science
Task Analysis
得分6k
7
2
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分6k
8
3
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分5k
9
1
Scalability
Predictive Text Embedding
Experimental Result
Generative Model
Semi-supervised Learning
得分5k
10
3
Computer Science
Data Mining
Social Network
Semantic Web
Digital Library
得分5k
11
3
Lidar
SLAM
Graph Neural Networks
Representation Learning
Behavior Analysis
得分5k
12
-
Search Engine
Data Mining
Information Retrieval
Machine Learning
Online Advertising
得分5k
13
-
Data Models
Scalability
Feature Learning
Dimension Reduction
Computational Modeling
得分4k
14
2
Deep Learning
Fashion Knowledge Extraction
Neural Networks
Fashion Analysis
Social Media
得分4k
15
NEW
Recommendation
Collaborative Filtering
Graph Neural Network
Knowledge Graph
Feature Extraction
得分4k
16
2
Social Media
Social Network
Proposed Framework
Computer Science
Recommender Systems
得分3k
17
5
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分3k
18
8
Volume Rendering
Data Visualisation
Virtual Colonoscopy
Digital Library
Virtual Reality
得分3k
19
-
Search Engine
User Behavior Analysis
User Behavior
Information Retrieval
Web Search
得分3k
20
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分3k
21
45
Feature Extraction
Training
Visualization
Semantics
Computational Modeling
得分3k
22
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分3k
23
38
Mobile Device
Data Mining
Recommender Systems
Social Network
Collaborative Filtering
得分3k
24
4
Information Retrieval
Internet
Social Network
Data Mining
Computer Science
得分2k
25
-
Information Retrieval
Query Recommendation
Learning To Rank
Topic Model
Deep Learning
得分2k
26
11
Social Network
Social Networks
Computational Geometry
Complexity
Computer Algebra
得分2k
27
1
Information Retrieval
Modal Logic
Question Answering
Language Model
Search Engine
得分2k
28
7
Vision-and-language Navigation
Conditional Plans
Knowledge-based Programs
Epistemic Logic
Try Actions
得分2k
29
5
Unseen New Activity
Human Activity
Feature Extraction
Training Data
Human Activity Recognition
得分2k
30
5
High Level Synthesis
Large-scale Machine Learning
Continuous Training
End-to-end Platform
Deep Learning
得分2k
31
NEW
Deep Learning
Recommender Systems
Commercial Mobile App Store
Cross-product Feature Transformation
Feature Engineering
得分2k
32
5
International Law
Computer Science
Augmented Reality
Client Device
Data Security Technology
得分2k
33
NEW
Continuous Training
End-to-end Platform
Large-scale Machine Learning
Deep Learning
Deploying Machine
得分2k
34
5
Data Mining
Neural Networks
Intrusion Detection Systems
Google Play
Network Intrusion Detection System
得分2k
35
NEW
Deep Learning
Recommender Systems
Commercial Mobile App Store
Cross-product Feature Transformation
Feature Engineering
得分2k
36
5
Recommender Systems
Machine Learning
Exponential Function
Learning-to-rank
Information Retrieval
得分2k
37
NEW
得分2k
38
5
Asynchronous System
Computer Science
Technical Report
Failure Detector
Unreliable Failure Detector
得分2k
39
NEW
得分2k
40
5
Steganography
Steganalysis
Additive Noise
Channel Capacity
Information-spectrum Approach
得分2k
41
5
Multiple Event Transients
Probability Of Error
Dual Rail Logic
Guard Gate
Single Event Transients
得分2k
42
5
Deep Learning
Artificial Intelligence
Machine Learning
DR
Elementary Particles
得分2k
43
62
Fashion Analysis
Recommender Systems
Collaboration
Extensive Experiment
Cross-domain Recommendation
得分2k
44
5
Feature Extraction
Speaker Recognition
Hidden Markov Models
Computer Vision
Image Sequences
得分2k
45
NEW
得分2k
46
NEW
得分2k
47
20
Data Mining
Social Network
Indexation
Transaction Processing
Distributed Databases
得分2k
48
31
Information System
Information Retrieval
Digital Library
Social Network
Web Pages
得分2k
49
18
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分2k
50
20
Computer Science
Search Engine
Computer Vision
Data Mining
Internet
得分2k
51
18
Question Answering
Information Retrieval
Natural Language
Algorithms
Big Data
得分2k
52
7
Social Media
Data Mining
Feature Selection
Machine Learning
Social Network
得分2k
53
5
Learning To Rank
Information Retrieval
Query Recommendation
Search Result Diversification
Markov Decision Process
得分2k
54
30
Collaborative Filtering
Recommender Systems
Recommender System
Matrix Factorization
Deep Learning
得分2k
55
4
Social Media
Feature Extraction
Multimedia
Hidden Markov Models
Pattern Recognition
得分2k
56
4
Markov Decision Process
Value Function
Computer Science
First Order
Collaborative Filtering
得分2k
57
24
Recommender Systems
Recommender System
Information Retrieval
Social Network
Ranking
得分2k
58
5
Recommender Systems
Markov Chains
Visual Appearance
Recommender System
Binary Translation
得分2k
59
8
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分2k
60
28
Question Answering
Natural Language Processing
Kernel Methods
Support Vector Machines
Tree Kernel
得分2k
61
34
Social Network
Online Social Network
Social Networks
Social Media
Online Social Networking Site
得分1k
62
26
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
User Modeling
得分1k
63
13
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分1k
64
11
Information Retrieval
Language Model
Query Expansion
Search Engine
Resource Selection
得分1k
65
3
Web Search
Search Engine
Learning To Rank
Machine Learning
Information Retrieval
得分1k
67
4
Optimization
Feature Extraction
Visualization
Support Vector Machines
Compressed Sensing
得分1k
68
4
Computer Vision
Visualization
Fundamental Matrix
Parameter Estimation
Cost Function
得分1k
69
10
Social Media
Twitter
Engineering
Internet Privacy
User Behavior
得分1k
70
14
Data Mining
Empirical Study
Question Answering
Greedy Algorithm
Spatial Keyword Query
得分1k
71
3
Recommender Systems
Recommender System
Matrix Factorization
Social Network
Collaborative Filtering
得分1k
72
64
Computer Science
Ubiquitous Computing
Wireless Sensor Networks
Energy Consumption
Pervasive Computing
得分1k
73
4
Knowledge Base
Information Retrieval
Information Extraction
Search Engine
Database System
得分1k
74
18
Collaborative Filtering
Recommender Systems
Sentiment Analysis
Recommendation Explanation
Time Series Analysis
得分1k
75
133
Heterogeneous Information Network
Complex Network
Network Embedding
Community Detection
Recommender System
得分1k
76
30
Information Retrieval
Software Engineering
Indian Language
Data Mining
News Recommendation
得分1k
77
20
Support Vector Machines
Support Vector Machine
Natural Language Processing
Question Answering
Kernel Methods
得分1k
78
1
Social Media
Search Engine
Web Search
Social Network
World Wide Web
得分1k
79
31
Data Mining
Deep Learning
Outlier Detection
Computer Science
Information Networks
得分1k
80
12
Recommender System
Recommender Systems
Knowledge Base
Evaluation
Collaborative Filtering
得分1k
81
16
Pseudo-relevance Feedback
Query Expansion
Axiomatic Analysis
Information Retrieval
User Engagement
得分1k
82
2
Data Mining
Data Cube
Heterogeneous Information Network
Information Retrieval
Relational Databases
得分1k
83
118
Social Network
Network Embedding
Feature Extraction
Social Media
Deep Learning
得分1k
84
10
Digital Library
Information Retrieval
Computer Science
Information Technology
Natural Language Processing
得分1k
85
12
Information Retrieval
Collaborative Filtering
Real-time Bidding
Recommender System
Recommender Systems
得分1k
86
58
Machine Learning
Information Retrieval
Support Vector Machine
Data Mining
Feature Selection
得分1k
87
34
Wikipedia
Navigation
Crowdsourcing
Wikipedia Article
Social Media
得分1k
88
33
Entity Retrieval
Knowledge Graph
Entity Linking
Document Ranking
Information Retrieval
得分1k
89
5
Social Media
Classification
Internet
Numerical Simulation
Search Engine
得分1k
90
134
Concentration Index
China
Decomposition
Inequality
Hypertension
得分1k
91
20
Reinforcement Learning
Real-time Bidding
Recommender System
Information Retrieval
Display Advertising
得分1k
92
34
Social Media
Search Engine
Web Pages
Information Retrieval
Social Network
得分1k
93
164
Recommender Systems
Knowledge Graph
Computational Modeling
Graph Neural Networks
Online Voting
得分1k
94
43
Collaborative Filtering
Matrix Factorization
Implicit Feedback
Variational Inference
Reverberation
得分1k
95
NEW
Kdd Cup
Feature Engineering
Paper-author Identification
Author Disambiguation
Effective String Processing
得分1k
96
31
Recommender Systems
Recommender System
Evaluation
Queueing Theory
Data Center
得分1k
97
1
Social Network
Information Retrieval
Recommender System
World Wide Web
Network Analysis
得分1k
98
11
Crowdsourcing
Miscellaneous
Antisocial Behavior
Large Online Class
Significant Difference
得分1k
99
52
Information Retrieval
Search Engine
Evaluation
Web Search
Web Search Engine
得分1k
100
147
Social Network
Data Mining
Complex Network
Social Network Analysis
Community Detection
得分1k
1
-
Recommendation
Recommender Systems
Recommender System
Collaborative Filtering
Graph Neural Network
得分14k
2
-
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Information Retrieval
得分11k
3
-
Social Network
Social Networks
Machine Learning
Data Mining
Social Media
得分7k
4
1
Recommender Systems
Machine Learning
Graphical Model
Graphical Models
Recommender System
得分7k
5
1
Text Mining
Language Model
Information Retrieval
Natural Language Processing
Probabilistic Model
得分6k
6
-
Semantics
Visualization
Feature Extraction
Computer Science
Task Analysis
得分6k
7
2
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分6k
8
3
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分5k
9
1
Scalability
Predictive Text Embedding
Experimental Result
Generative Model
Semi-supervised Learning
得分5k
10
3
Computer Science
Data Mining
Social Network
Semantic Web
Digital Library
得分5k
11
3
Lidar
SLAM
Graph Neural Networks
Representation Learning
Behavior Analysis
得分5k
12
-
Search Engine
Data Mining
Information Retrieval
Machine Learning
Online Advertising
得分5k
13
-
Data Models
Scalability
Feature Learning
Dimension Reduction
Computational Modeling
得分4k
14
2
Deep Learning
Fashion Knowledge Extraction
Neural Networks
Fashion Analysis
Social Media
得分4k
15
NEW
Recommendation
Collaborative Filtering
Graph Neural Network
Knowledge Graph
Feature Extraction
得分4k
16
2
Social Media
Social Network
Proposed Framework
Computer Science
Recommender Systems
得分3k
17
5
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分3k
18
8
Volume Rendering
Data Visualisation
Virtual Colonoscopy
Digital Library
Virtual Reality
得分3k
19
-
Search Engine
User Behavior Analysis
User Behavior
Information Retrieval
Web Search
得分3k
20
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分3k
21
45
Feature Extraction
Training
Visualization
Semantics
Computational Modeling
得分3k
22
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分3k
23
38
Mobile Device
Data Mining
Recommender Systems
Social Network
Collaborative Filtering
得分3k
24
4
Information Retrieval
Internet
Social Network
Data Mining
Computer Science
得分2k
25
-
Information Retrieval
Query Recommendation
Learning To Rank
Topic Model
Deep Learning
得分2k
26
11
Social Network
Social Networks
Computational Geometry
Complexity
Computer Algebra
得分2k
27
1
Information Retrieval
Modal Logic
Question Answering
Language Model
Search Engine
得分2k
28
7
Vision-and-language Navigation
Conditional Plans
Knowledge-based Programs
Epistemic Logic
Try Actions
得分2k
29
5
Unseen New Activity
Human Activity
Feature Extraction
Training Data
Human Activity Recognition
得分2k
30
5
High Level Synthesis
Large-scale Machine Learning
Continuous Training
End-to-end Platform
Deep Learning
得分2k
31
NEW
Deep Learning
Recommender Systems
Commercial Mobile App Store
Cross-product Feature Transformation
Feature Engineering
得分2k
32
5
International Law
Computer Science
Augmented Reality
Client Device
Data Security Technology
得分2k
33
NEW
Continuous Training
End-to-end Platform
Large-scale Machine Learning
Deep Learning
Deploying Machine
得分2k
34
5
Data Mining
Neural Networks
Intrusion Detection Systems
Google Play
Network Intrusion Detection System
得分2k
35
NEW
Deep Learning
Recommender Systems
Commercial Mobile App Store
Cross-product Feature Transformation
Feature Engineering
得分2k
36
5
Recommender Systems
Machine Learning
Exponential Function
Learning-to-rank
Information Retrieval
得分2k
37
NEW
得分2k
38
5
Asynchronous System
Computer Science
Technical Report
Failure Detector
Unreliable Failure Detector
得分2k
39
NEW
得分2k
40
5
Steganography
Steganalysis
Additive Noise
Channel Capacity
Information-spectrum Approach
得分2k
41
5
Multiple Event Transients
Probability Of Error
Dual Rail Logic
Guard Gate
Single Event Transients
得分2k
42
5
Deep Learning
Artificial Intelligence
Machine Learning
DR
Elementary Particles
得分2k
43
62
Fashion Analysis
Recommender Systems
Collaboration
Extensive Experiment
Cross-domain Recommendation
得分2k
44
5
Feature Extraction
Speaker Recognition
Hidden Markov Models
Computer Vision
Image Sequences
得分2k
45
NEW
得分2k
46
NEW
得分2k
47
20
Data Mining
Social Network
Indexation
Transaction Processing
Distributed Databases
得分2k
48
31
Information System
Information Retrieval
Digital Library
Social Network
Web Pages
得分2k
49
18
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分2k
50
20
Computer Science
Search Engine
Computer Vision
Data Mining
Internet
得分2k
51
18
Question Answering
Information Retrieval
Natural Language
Algorithms
Big Data
得分2k
52
7
Social Media
Data Mining
Feature Selection
Machine Learning
Social Network
得分2k
53
5
Learning To Rank
Information Retrieval
Query Recommendation
Search Result Diversification
Markov Decision Process
得分2k
54
30
Collaborative Filtering
Recommender Systems
Recommender System
Matrix Factorization
Deep Learning
得分2k
55
4
Social Media
Feature Extraction
Multimedia
Hidden Markov Models
Pattern Recognition
得分2k
56
4
Markov Decision Process
Value Function
Computer Science
First Order
Collaborative Filtering
得分2k
57
24
Recommender Systems
Recommender System
Information Retrieval
Social Network
Ranking
得分2k
58
5
Recommender Systems
Markov Chains
Visual Appearance
Recommender System
Binary Translation
得分2k
59
8
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分2k
60
28
Question Answering
Natural Language Processing
Kernel Methods
Support Vector Machines
Tree Kernel
得分2k
61
34
Social Network
Online Social Network
Social Networks
Social Media
Online Social Networking Site
得分1k
62
26
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
User Modeling
得分1k
63
13
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分1k
64
11
Information Retrieval
Language Model
Query Expansion
Search Engine
Resource Selection
得分1k
65
3
Web Search
Search Engine
Learning To Rank
Machine Learning
Information Retrieval
得分1k
67
4
Optimization
Feature Extraction
Visualization
Support Vector Machines
Compressed Sensing
得分1k
68
4
Computer Vision
Visualization
Fundamental Matrix
Parameter Estimation
Cost Function
得分1k
69
10
Social Media
Twitter
Engineering
Internet Privacy
User Behavior
得分1k
70
14
Data Mining
Empirical Study
Question Answering
Greedy Algorithm
Spatial Keyword Query
得分1k
71
3
Recommender Systems
Recommender System
Matrix Factorization
Social Network
Collaborative Filtering
得分1k
72
64
Computer Science
Ubiquitous Computing
Wireless Sensor Networks
Energy Consumption
Pervasive Computing
得分1k
73
4
Knowledge Base
Information Retrieval
Information Extraction
Search Engine
Database System
得分1k
74
18
Collaborative Filtering
Recommender Systems
Sentiment Analysis
Recommendation Explanation
Time Series Analysis
得分1k
75
133
Heterogeneous Information Network
Complex Network
Network Embedding
Community Detection
Recommender System
得分1k
76
30
Information Retrieval
Software Engineering
Indian Language
Data Mining
News Recommendation
得分1k
77
20
Support Vector Machines
Support Vector Machine
Natural Language Processing
Question Answering
Kernel Methods
得分1k
78
1
Social Media
Search Engine
Web Search
Social Network
World Wide Web
得分1k
79
31
Data Mining
Deep Learning
Outlier Detection
Computer Science
Information Networks
得分1k
80
12
Recommender System
Recommender Systems
Knowledge Base
Evaluation
Collaborative Filtering
得分1k
81
16
Pseudo-relevance Feedback
Query Expansion
Axiomatic Analysis
Information Retrieval
User Engagement
得分1k
82
2
Data Mining
Data Cube
Heterogeneous Information Network
Information Retrieval
Relational Databases
得分1k
83
118
Social Network
Network Embedding
Feature Extraction
Social Media
Deep Learning
得分1k
84
10
Digital Library
Information Retrieval
Computer Science
Information Technology
Natural Language Processing
得分1k
85
12
Information Retrieval
Collaborative Filtering
Real-time Bidding
Recommender System
Recommender Systems
得分1k
86
58
Machine Learning
Information Retrieval
Support Vector Machine
Data Mining
Feature Selection
得分1k
87
34
Wikipedia
Navigation
Crowdsourcing
Wikipedia Article
Social Media
得分1k
88
33
Entity Retrieval
Knowledge Graph
Entity Linking
Document Ranking
Information Retrieval
得分1k
89
5
Social Media
Classification
Internet
Numerical Simulation
Search Engine
得分1k
90
134
Concentration Index
China
Decomposition
Inequality
Hypertension
得分1k
91
20
Reinforcement Learning
Real-time Bidding
Recommender System
Information Retrieval
Display Advertising
得分1k
92
34
Social Media
Search Engine
Web Pages
Information Retrieval
Social Network
得分1k
93
164
Recommender Systems
Knowledge Graph
Computational Modeling
Graph Neural Networks
Online Voting
得分1k
94
43
Collaborative Filtering
Matrix Factorization
Implicit Feedback
Variational Inference
Reverberation
得分1k
95
NEW
Kdd Cup
Feature Engineering
Paper-author Identification
Author Disambiguation
Effective String Processing
得分1k
96
31
Recommender Systems
Recommender System
Evaluation
Queueing Theory
Data Center
得分1k
97
1
Social Network
Information Retrieval
Recommender System
World Wide Web
Network Analysis
得分1k
98
11
Crowdsourcing
Miscellaneous
Antisocial Behavior
Large Online Class
Significant Difference
得分1k
99
52
Information Retrieval
Search Engine
Evaluation
Web Search
Web Search Engine
得分1k
100
147
Social Network
Data Mining
Complex Network
Social Network Analysis
Community Detection
得分1k