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
查查你的排名:
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
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
7
2
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分：6k
9
1
Scalability
Predictive Text Embedding
Experimental Result
Generative Model
Semi-supervised Learning
得分：5k
11
3
得分：5k
12
-
Search Engine
Data Mining
Information Retrieval
Machine Learning
Online Advertising
得分：5k
13
-
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
得分：3k
17
5
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分：3k
18
8
得分：3k
19
-
得分：3k
20
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分：3k
21
45
得分：3k
22
1
得分：3k
23
38
得分：3k
24
4
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
38
5
Asynchronous System
Computer Science
Technical Report
Failure Detector
Unreliable Failure Detector
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
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
47
20
Data Mining
Social Network
Indexation
Transaction Processing
Distributed Databases
得分：2k
48
31
得分：2k
49
18
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分：2k
52
7
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
58
5
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
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
70
14
Data Mining
Empirical Study
Question Answering
Greedy Algorithm
Spatial Keyword Query
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
79
31
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
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
88
33
得分：1k
89
5
得分：1k
91
20
Reinforcement Learning
Real-time Bidding
Recommender System
Information Retrieval
Display Advertising
得分：1k
92
34
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
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
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
7
2
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分：6k
9
1
Scalability
Predictive Text Embedding
Experimental Result
Generative Model
Semi-supervised Learning
得分：5k
11
3
得分：5k
12
-
Search Engine
Data Mining
Information Retrieval
Machine Learning
Online Advertising
得分：5k
13
-
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
得分：3k
17
5
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分：3k
18
8
得分：3k
19
-
得分：3k
20
1
Search Engine
Information Retrieval
User Behavior Analysis
User Behavior
Web Search
得分：3k
21
45
得分：3k
22
1
得分：3k
23
38
得分：3k
24
4
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
38
5
Asynchronous System
Computer Science
Technical Report
Failure Detector
Unreliable Failure Detector
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
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
47
20
Data Mining
Social Network
Indexation
Transaction Processing
Distributed Databases
得分：2k
48
31
得分：2k
49
18
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分：2k
52
7
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
58
5
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
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
70
14
Data Mining
Empirical Study
Question Answering
Greedy Algorithm
Spatial Keyword Query
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
79
31
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
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
88
33
得分：1k
89
5
得分：1k
91
20
Reinforcement Learning
Real-time Bidding
Recommender System
Information Retrieval
Display Advertising
得分：1k
92
34
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
100
147
Social Network
Data Mining
Complex Network
Social Network Analysis
Community Detection
得分：1k