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