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 System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分：20k
2
-
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分：15k
3
3
得分：9k
4
3
得分：8k
5
-
Text Mining
Natural Language Processing
Information Retrieval
Language Model
Machine Learning
得分：8k
6
9
Recommendation
Graph Neural Networks
Collaborative Filtering
Graph Neural Network
Computer Science
得分：7k
7
4
SLAM
Lidar
Graph Neural Networks
Graph Neural Network
Representation Learning
得分：6k
8
1
Semi-supervised Learning
Graph Neural Networks
Scalability
Graph Classification
Graph Neural Network
得分：6k
9
1
得分：6k
10
2
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分：6k
11
7
Recommender Systems
Machine Learning
Graphical Model
Graphical Models
Pattern Recognition
得分：6k
13
1
得分：5k
14
1
得分：5k
16
1
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分：4k
17
6
Mobile Device
Data Mining
Recommender System
Collaborative Filtering
Recommender Systems
得分：4k
18
25
Recommender System
Recommendation
Graph Neural Networks
Graph Neural Network
Graph-based Learning
得分：4k
19
1
得分：4k
20
17
得分：4k
21
2
得分：3k
22
2
Search Engine
User Behavior Analysis
Information Retrieval
User Behavior
Web Search
得分：3k
23
24
Data Mining
Social Network
Deep Learning
Transaction Processing
Distributed Databases
得分：3k
24
6
Human Activity Recognition
Medical Research
Machine Learning
Attention Mechanism
Interpretability
得分：3k
25
得分：3k
26
10
Social Media
Graph Neural Networks
Social Network
Proposed Framework
Recommender Systems
得分：3k
27
1
Conditional Plans
Vision-and-language Navigation
Continuous Training
Knowledge-based Programs
Epistemic Logic
得分：3k
28
1
Human Activity
Unseen New Activity
Feature Extraction
Training Data
Human Activity Recognition
得分：3k
30
1
Feature Extraction
Data Mining
Image Analysis
Face Recognition
Video Signal Processing
得分：3k
31
1
Continuous Training
End-to-end Platform
Large-scale Machine Learning
Deep Learning
Deploying Machine
得分：3k
32
1
Data Mining
Neural Networks
Intrusion Detection Systems
Google Play
Network Intrusion Detection System
得分：3k
33
1
Information Extraction
Domain-specific Extraction Rule
Domain-independent Method
Search Engine
List Extraction Locates List
得分：3k
34
1
Large-scale Machine Learning
Continuous Training
End-to-end Platform
High Level Synthesis
Deep Learning
得分：3k
35
1
Machine Learning
Recommender Systems
Exponential Function
Second Order Methods
Learning-to-rank
得分：3k
36
1
Deep Learning
Machine Learning
Artificial Intelligence
Prostate Cancer
Diabetic Retinopathy
得分：3k
37
1
得分：3k
38
1
Asynchronous System
Failure Detector
Unreliable Failure Detector
Atomic Broadcast
Computer Science
得分：3k
39
12
Information Retrieval
Modal Logic
Question Answering
Language Model
Search Engine
得分：3k
43
32
Heterogeneous Information Network
Graph Neural Networks
Schizophrenia
Complex Network
Network Embedding
得分：2k
44
得分：2k
45
4
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分：2k
46
Network Embedding
Graph Neural Networks
Deep Learning
Network Representation Learning
Community Detection
得分：2k
47
16
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分：2k
48
10
Recommender Systems
Dynamic Partial Reconfiguration
Markov Chains
Placement
Partial Reconfiguration Module
得分：2k
49
13
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
Location Recommendation
得分：2k
51
3
Collaborative Filtering
Recommender Systems
Matrix Factorization
Recommender System
Deep Learning
得分：2k
53
19
Computer Science
Ubiquitous Computing
Wireless Sensor Networks
Energy Consumption
Pervasive Computing
得分：2k
54
20
Collaborative Filtering
Recommender Systems
Sentiment Analysis
Human Speech
Multivariate Time Series
得分：2k
55
30
Information Retrieval
Query Recommendation
Learning To Rank
Topic Model
Deep Learning
得分：2k
56
5
Social Network
Social Networks
Online Social Network
Social Media
Algorithmic Fairness
得分：2k
57
29
Information Retrieval
Text Categorization
Machine Learning
Feature Selection
Support Vector Machine
得分：2k
58
Knowledge Graph
Sequential Recommendation
Speechtransformer
Focal Loss
Large-scale Speech Recognition
得分：2k
59
62
Mobile Communication
Cellular Networks
Mobile Computing
Resource Management
Device-to-device Communication
得分：2k
60
4
Information Retrieval
Language Model
Query Expansion
Search Engine
Resource Selection
得分：2k
62
4
Deep Learning
Feature Extraction
Visualization
Optimization
Support Vector Machines
得分：2k
63
4
Computer Vision
Visualization
Parameter Estimation
Deep Learning
Fundamental Matrix
得分：2k
64
4
Image-based Recommendations
Human Notion
Human Sense
Large-scale Dataset
Fine-grained Modeling
得分：2k
65
39
得分：2k
66
1
得分：2k
68
25
Recommender Systems
Knowledge Graph
Graph Neural Networks
Computational Modeling
Online Voting
得分：2k
69
9
Question Answering
Natural Language Processing
Kernel Methods
Support Vector Machines
Tree Kernel
得分：2k
70
9
得分：2k
71
5
Information Retrieval
Software Engineering
Indian Language
Data Mining
Software Engineering Education
得分：2k
72
23
Extreme Multi-label Classification
Kdd Cup
Feature Engineering
Author Disambiguation
Effective String Processing
得分：2k
73
49
得分：2k
74
25
Social Network
Data Mining
Complex Network
Social Network Analysis
Community Detection
得分：2k
75
6
Pseudo-relevance Feedback
Query Expansion
Axiomatic Analysis
Information Retrieval
Conversational Search
得分：2k
77
4
Knowledge Base
Information Extraction
Information Retrieval
Search Engine
Indexation
得分：2k
78
10
得分：2k
79
-
Recommender Systems
Recommender System
Knowledge Base
Evaluation
Computer Science
得分：2k
80
21
Data Mining
Computer Science
Recommender System
Social Network
Learning Artificial Intelligence
得分：1k
81
25
Markov Decision Process
Reinforcement Learning
Value Function
First Order
Collaborative Filtering
得分：1k
82
24
Speech Recognition
Natural Language Processing
Computer Science
Deep Learning
Machine Translation
得分：1k
83
32
Malware Detection
Heterogeneous Information Network
Data Mining
Android Malware Detection
Social Media
得分：1k
84
29
得分：1k
85
9
Collaborative Filtering
Recommender Systems
Matrix Factorization
Implicit Feedback
Variational Inference
得分：1k
87
69
Feature Extraction
Image Classification
Computer Vision
Gait Recognition
Visualization
得分：1k
88
3
Reinforcement Learning
Information Retrieval
Real-time Bidding
Recommender System
Recommender Systems
得分：1k
89
43
得分：1k
91
5
Recommender Systems
Recommender System
Evaluation
Queueing Theory
Collaborative Filtering
得分：1k
92
15
Support Vector Machines
Support Vector Machine
Natural Language Processing
Question Answering
Kernel Methods
得分：1k
93
45
得分：1k
94
5
得分：1k
95
28
Mobile Communication
Routing
Cellular Networks
Mobile Computing
Wireless Communication
得分：1k
98
16
Data Mining
Data Cube
Heterogeneous Information Network
Relational Databases
Knowledge Discovery
得分：1k
99
58
Recommender Systems
Graph Neural Networks
Social Recommendation
Social Network
Adversarial Learning
得分：1k
100
16
Digital Library
Information Retrieval
Computer Science
Natural Language Processing
Information Technology
得分：1k
1
-
Recommendation
Recommender System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分：20k
2
-
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分：15k
3
3
得分：9k
4
3
得分：8k
5
-
Text Mining
Natural Language Processing
Information Retrieval
Language Model
Machine Learning
得分：8k
6
9
Recommendation
Graph Neural Networks
Collaborative Filtering
Graph Neural Network
Computer Science
得分：7k
7
4
SLAM
Lidar
Graph Neural Networks
Graph Neural Network
Representation Learning
得分：6k
8
1
Semi-supervised Learning
Graph Neural Networks
Scalability
Graph Classification
Graph Neural Network
得分：6k
9
1
得分：6k
10
2
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分：6k
11
7
Recommender Systems
Machine Learning
Graphical Model
Graphical Models
Pattern Recognition
得分：6k
13
1
得分：5k
14
1
得分：5k
16
1
Recommender Systems
Collaborative Filtering
Explainable Recommendation
Recommender System
Recommendation System
得分：4k
17
6
Mobile Device
Data Mining
Recommender System
Collaborative Filtering
Recommender Systems
得分：4k
18
25
Recommender System
Recommendation
Graph Neural Networks
Graph Neural Network
Graph-based Learning
得分：4k
19
1
得分：4k
20
17
得分：4k
21
2
得分：3k
22
2
Search Engine
User Behavior Analysis
Information Retrieval
User Behavior
Web Search
得分：3k
23
24
Data Mining
Social Network
Deep Learning
Transaction Processing
Distributed Databases
得分：3k
24
6
Human Activity Recognition
Medical Research
Machine Learning
Attention Mechanism
Interpretability
得分：3k
25
得分：3k
26
10
Social Media
Graph Neural Networks
Social Network
Proposed Framework
Recommender Systems
得分：3k
27
1
Conditional Plans
Vision-and-language Navigation
Continuous Training
Knowledge-based Programs
Epistemic Logic
得分：3k
28
1
Human Activity
Unseen New Activity
Feature Extraction
Training Data
Human Activity Recognition
得分：3k
30
1
Feature Extraction
Data Mining
Image Analysis
Face Recognition
Video Signal Processing
得分：3k
31
1
Continuous Training
End-to-end Platform
Large-scale Machine Learning
Deep Learning
Deploying Machine
得分：3k
32
1
Data Mining
Neural Networks
Intrusion Detection Systems
Google Play
Network Intrusion Detection System
得分：3k
33
1
Information Extraction
Domain-specific Extraction Rule
Domain-independent Method
Search Engine
List Extraction Locates List
得分：3k
34
1
Large-scale Machine Learning
Continuous Training
End-to-end Platform
High Level Synthesis
Deep Learning
得分：3k
35
1
Machine Learning
Recommender Systems
Exponential Function
Second Order Methods
Learning-to-rank
得分：3k
36
1
Deep Learning
Machine Learning
Artificial Intelligence
Prostate Cancer
Diabetic Retinopathy
得分：3k
37
1
得分：3k
38
1
Asynchronous System
Failure Detector
Unreliable Failure Detector
Atomic Broadcast
Computer Science
得分：3k
39
12
Information Retrieval
Modal Logic
Question Answering
Language Model
Search Engine
得分：3k
43
32
Heterogeneous Information Network
Graph Neural Networks
Schizophrenia
Complex Network
Network Embedding
得分：2k
44
得分：2k
45
4
Information Retrieval
Language Model
Document Retrieval
Question Answering
Query Expansion
得分：2k
46
Network Embedding
Graph Neural Networks
Deep Learning
Network Representation Learning
Community Detection
得分：2k
47
16
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分：2k
48
10
Recommender Systems
Dynamic Partial Reconfiguration
Markov Chains
Placement
Partial Reconfiguration Module
得分：2k
49
13
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
Location Recommendation
得分：2k
51
3
Collaborative Filtering
Recommender Systems
Matrix Factorization
Recommender System
Deep Learning
得分：2k
53
19
Computer Science
Ubiquitous Computing
Wireless Sensor Networks
Energy Consumption
Pervasive Computing
得分：2k
54
20
Collaborative Filtering
Recommender Systems
Sentiment Analysis
Human Speech
Multivariate Time Series
得分：2k
55
30
Information Retrieval
Query Recommendation
Learning To Rank
Topic Model
Deep Learning
得分：2k
56
5
Social Network
Social Networks
Online Social Network
Social Media
Algorithmic Fairness
得分：2k
57
29
Information Retrieval
Text Categorization
Machine Learning
Feature Selection
Support Vector Machine
得分：2k
58
Knowledge Graph
Sequential Recommendation
Speechtransformer
Focal Loss
Large-scale Speech Recognition
得分：2k
59
62
Mobile Communication
Cellular Networks
Mobile Computing
Resource Management
Device-to-device Communication
得分：2k
60
4
Information Retrieval
Language Model
Query Expansion
Search Engine
Resource Selection
得分：2k
62
4
Deep Learning
Feature Extraction
Visualization
Optimization
Support Vector Machines
得分：2k
63
4
Computer Vision
Visualization
Parameter Estimation
Deep Learning
Fundamental Matrix
得分：2k
64
4
Image-based Recommendations
Human Notion
Human Sense
Large-scale Dataset
Fine-grained Modeling
得分：2k
65
39
得分：2k
66
1
得分：2k
68
25
Recommender Systems
Knowledge Graph
Graph Neural Networks
Computational Modeling
Online Voting
得分：2k
69
9
Question Answering
Natural Language Processing
Kernel Methods
Support Vector Machines
Tree Kernel
得分：2k
70
9
得分：2k
71
5
Information Retrieval
Software Engineering
Indian Language
Data Mining
Software Engineering Education
得分：2k
72
23
Extreme Multi-label Classification
Kdd Cup
Feature Engineering
Author Disambiguation
Effective String Processing
得分：2k
73
49
得分：2k
74
25
Social Network
Data Mining
Complex Network
Social Network Analysis
Community Detection
得分：2k
75
6
Pseudo-relevance Feedback
Query Expansion
Axiomatic Analysis
Information Retrieval
Conversational Search
得分：2k
77
4
Knowledge Base
Information Extraction
Information Retrieval
Search Engine
Indexation
得分：2k
78
10
得分：2k
79
-
Recommender Systems
Recommender System
Knowledge Base
Evaluation
Computer Science
得分：2k
80
21
Data Mining
Computer Science
Recommender System
Social Network
Learning Artificial Intelligence
得分：1k
81
25
Markov Decision Process
Reinforcement Learning
Value Function
First Order
Collaborative Filtering
得分：1k
82
24
Speech Recognition
Natural Language Processing
Computer Science
Deep Learning
Machine Translation
得分：1k
83
32
Malware Detection
Heterogeneous Information Network
Data Mining
Android Malware Detection
Social Media
得分：1k
84
29
得分：1k
85
9
Collaborative Filtering
Recommender Systems
Matrix Factorization
Implicit Feedback
Variational Inference
得分：1k
87
69
Feature Extraction
Image Classification
Computer Vision
Gait Recognition
Visualization
得分：1k
88
3
Reinforcement Learning
Information Retrieval
Real-time Bidding
Recommender System
Recommender Systems
得分：1k
89
43
得分：1k
91
5
Recommender Systems
Recommender System
Evaluation
Queueing Theory
Collaborative Filtering
得分：1k
92
15
Support Vector Machines
Support Vector Machine
Natural Language Processing
Question Answering
Kernel Methods
得分：1k
93
45
得分：1k
94
5
得分：1k
95
28
Mobile Communication
Routing
Cellular Networks
Mobile Computing
Wireless Communication
得分：1k
98
16
Data Mining
Data Cube
Heterogeneous Information Network
Relational Databases
Knowledge Discovery
得分：1k
99
58
Recommender Systems
Graph Neural Networks
Social Recommendation
Social Network
Adversarial Learning
得分：1k
100
16
Digital Library
Information Retrieval
Computer Science
Natural Language Processing
Information Technology
得分：1k