AI 2000数据挖掘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数据挖掘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
-
Sensor Network
Sensor Networks
Graphical Model
Machine Learning
Wireless Sensor Networks
得分:49k
2
-
Collaborative Filtering
Recommender System
Deep Learning
Feature-based Matrix Factorization
Matrix Factorization
得分:34k
3
-
得分:21k
4
Machine Learning
Multi-objective Recommender System
Web Page Content
Spam Detection
Pareto-efficient Hybridization
得分:15k
5
Feature Extraction
Chinese Characters
Machine Learning
Parallel Thinning Algorithm
Character Recognition
得分:15k
6
2
Reinforcement Learning
Machine Learning
UCT
Offline Reinforcement Learning
Multi-objective Reinforcement Learning
得分:11k
8
2
得分:10k
9
2
Random Walk
Deep Learning
Representation Learning
Generative Adversarial Networks
Power Series
得分:10k
11
1
Data Mining
Link Prediction
Graph Neural Networks
Social Network Analysis
Complex Network
得分:6k
13
2
得分:5k
14
1
Mobile Device
Data Mining
Recommender System
Collaborative Filtering
Recommender Systems
得分:5k
15
3
Data Mining
Social Network
Deep Learning
Transaction Processing
Distributed Databases
得分:4k
16
2
Data Mining
Machine Learning
Link Prediction
Class Imbalance
Decision Tree
得分:4k
17
4
Data Mining
Data Cube
Heterogeneous Information Network
Relational Databases
Knowledge Discovery
得分:4k
19
3
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
Location Recommendation
得分:3k
21
7
得分:3k
22
39
Bayesian Optimization
Black-box Optimization
Hyperparameter Optimization
Machine Learning System
Next-generation Hyperparameter Optimization Framework
得分:3k
23
39
Stochastic Simulation
Line Edge Roughness
Extreme Ultraviolet Lithography
Critical Dimension Error
Acid Diffusion
得分:3k
24
39
Hyperparameter Optimization
Bayesian Optimization
Machine Learning System
Black-box Optimization
Interactive Machine Learning
得分:3k
25
39
Machine Learning System
Bayesian Optimization
Black-box Optimization
Hyperparameter Optimization
Bundling Linguistic Trees
得分:3k
26
3
Signal Processing
Parameter Estimation
Wireless Sensor Networks
Gaussian Noise
Signal To Noise Ratio
得分:3k
27
11
得分:3k
29
10
Social Media
Graph Neural Networks
Social Network
Proposed Framework
Recommender Systems
得分:3k
30
1
Graph Neural Networks
Automated Machine Learning
Dynamic Time Warping
Mutual Information
Node Classification
得分:3k
31
10
Machine Learning
Support Vector Machines
Support Vector
Support Vector Machine
Kernel Methods
得分:3k
32
1
Hierarchical Temporal Convolutional Networks
Multi-modal User Embedding Framework
Dynamic Recommender Systems
Web-scale Recommender Systems
Graph Convolutional Neural Networks
得分:3k
33
12
Recommendation
Recommender System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分:3k
34
1
Thermophotonics
Light-emitting Diodes
Electroluminescent Cooling
Stochastic Dominance Degree
Thermal Radiation
得分:3k
35
1
Recommender Systems
Dynamic Partial Reconfiguration
Markov Chains
Placement
Partial Reconfiguration Module
得分:3k
36
1
Graph Representation Learning
Knowledge Graphs
Representation Learning
First-order Logic
Time Complexity
得分:3k
37
10
Recommender System
Recommender Systems
Collaborative Filtering
Implicit Feedback
Location Recommendation
得分:3k
39
33
Recommender Systems
Network Embedding
Multi-view Learning
Graph Neural Network
Negative Sampling
得分:3k
40
19
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分:2k
41
-
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分:2k
42
13
Social Media
Fake News
Graph Neural Networks
Fake News Detection
Graph Neural Network
得分:2k
43
20
Machine Learning
Data Mining
Linear Discriminant Analysis
Feature Extraction
Multi-task Learning
得分:2k
45
13
得分:2k
47
16
Heterogeneous Information Network
Information Network
Data Mining
Heterogeneous Network
Heterogeneous Information Networks
得分:2k
48
9
Natural Neighbor Interpolation
Anomalous Behavior
Recommender Systems
Fraud Detection
Suspicious Behavior
得分:2k
49
7
Data Mining
Social Network
Collaborative Filtering
Recommender System
Recommender Systems
得分:2k
50
24
得分:2k
51
7
Computer Science
Natural Language Processing
Artificial Intelligence
Sampling (statistics)
Self-supervised Learning
得分:2k
52
15
得分:2k
53
47
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分:2k
54
1
Trajectory
Data Mining
Global Positioning System
Gps Trajectory
Human Mobility
得分:2k
55
12
Information Retrieval
Search Engine
Online Advertising
Machine Learning
Web Search
得分:2k
56
32
得分:2k
57
22
Display Advertising
Click-through Rate Prediction
Online Advertising
Bid Optimization
Blind Source Separation
得分:2k
58
12
Truth Discovery
Healthcare Informatics
Computer Science
Deep Learning
Attention Mechanism
得分:2k
59
15
Conditional Random Field
Graphical Model
Bayesian Network
Machine Learning
Dynamic Bayesian Network
得分:2k
61
30
得分:2k
62
16
Textual Databases
Statistical Databases
Probabilistic Models
Machine Learning
Knowledge Bases
得分:2k
63
16
Image Segmentation
Image Analysis
Object Detection
Markov Random Fields
Metabolic Pathway
得分:2k
64
16
得分:2k
65
16
Information Extraction
Knowledge Bases
Machine Learning
Probabilistic Models
Statistical Databases
得分:2k
66
16
Information Extraction
Knowledge Base
Search-based Question Answering
Knowledge Base Completion
Aggregate Candidate Answer
得分:2k
68
54
Recommendation
Graph Neural Networks
Collaborative Filtering
Graph Neural Network
Computer Science
得分:2k
69
36
Knowledge Graph
Collaborative Filtering
Relation Extraction
Recommendation
Recommender System
得分:2k
70
47
Heterogeneous Information Network
Graph Neural Networks
Schizophrenia
Complex Network
Network Embedding
得分:2k
71
24
Recommender System
Sequential Prediction
Sequential Recommendation
Off-policy Learning
Brain-computer Interface
得分:2k
72
1
Graph Neural Network
Disinfection
High-order Proximity
Network Embedding
Deep Learning
得分:1k
75
20
Question Answering
Semantic Web
Model Checking
Semantic Search
Software Reusability
得分:1k
77
19
Data Mining
High Dimensional Data
Nuclear Magnetic Resonance
Clustering Algorithms
Kernel Density Estimate
得分:1k
78
1
Recommender System
Recommender Systems
Location-based Service
Self-supervised Learning
Cold Start
得分:1k
79
4
Data Visualization
Visualization
Data Visualisation
Data Models
Computational Geometry
得分:1k
80
2
得分:1k
81
2
Computational Geometry
Machine Learning
Data Mining
Graphics Hardware
Wireless Sensor Networks
得分:1k
82
1
得分:1k
85
33
得分:1k
86
4
得分:1k
88
10
Data Mining
Transfer Learning
Machine Learning
Artificial Intelligence
Federated Learning
得分:1k
89
23
Deep Learning
Recommender Systems
Recommender System
Item Content Information
Machine Learning
得分:1k
90
17
SLAM
Lidar
Graph Neural Networks
Graph Neural Network
Representation Learning
得分:1k
91
25
Computer Science
Learning Artificial Intelligence
Metric Learning
Kernel Method
Face Recognition
得分:1k
92
26
Matrix Factorization
Visual Tracking
Robust Matrix Factorization
Deep Learning
Object Detection
得分:1k
93
26
Click-through Rate Prediction
Deep Learning
User Modeling
Computer Science
Process (computing)
得分:1k
95
2
Natural Language Processing
Machine Learning
Computer Science
Electronic Health Records
Electronic Health Record
得分:1k
97
11
Feature Selection
Reproducing Kernel Hilbert Space
Graphical Model
Neural Network
Machine Learning
得分:1k
98
9
Support Vector Machine
Machine Learning
Information Retrieval
Search Engine
Implicit Feedback
得分:1k
1
-
Sensor Network
Sensor Networks
Graphical Model
Machine Learning
Wireless Sensor Networks
得分:49k
2
-
Collaborative Filtering
Recommender System
Deep Learning
Feature-based Matrix Factorization
Matrix Factorization
得分:34k
3
-
得分:21k
4
Machine Learning
Multi-objective Recommender System
Web Page Content
Spam Detection
Pareto-efficient Hybridization
得分:15k
5
Feature Extraction
Chinese Characters
Machine Learning
Parallel Thinning Algorithm
Character Recognition
得分:15k
6
2
Reinforcement Learning
Machine Learning
UCT
Offline Reinforcement Learning
Multi-objective Reinforcement Learning
得分:11k
8
2
得分:10k
9
2
Random Walk
Deep Learning
Representation Learning
Generative Adversarial Networks
Power Series
得分:10k
11
1
Data Mining
Link Prediction
Graph Neural Networks
Social Network Analysis
Complex Network
得分:6k
13
2
得分:5k
14
1
Mobile Device
Data Mining
Recommender System
Collaborative Filtering
Recommender Systems
得分:5k
15
3
Data Mining
Social Network
Deep Learning
Transaction Processing
Distributed Databases
得分:4k
16
2
Data Mining
Machine Learning
Link Prediction
Class Imbalance
Decision Tree
得分:4k
17
4
Data Mining
Data Cube
Heterogeneous Information Network
Relational Databases
Knowledge Discovery
得分:4k
19
3
Recommender Systems
Knowledge Graph
Data Mining
Novelty-seeking Trait
Location Recommendation
得分:3k
21
7
得分:3k
22
39
Bayesian Optimization
Black-box Optimization
Hyperparameter Optimization
Machine Learning System
Next-generation Hyperparameter Optimization Framework
得分:3k
23
39
Stochastic Simulation
Line Edge Roughness
Extreme Ultraviolet Lithography
Critical Dimension Error
Acid Diffusion
得分:3k
24
39
Hyperparameter Optimization
Bayesian Optimization
Machine Learning System
Black-box Optimization
Interactive Machine Learning
得分:3k
25
39
Machine Learning System
Bayesian Optimization
Black-box Optimization
Hyperparameter Optimization
Bundling Linguistic Trees
得分:3k
26
3
Signal Processing
Parameter Estimation
Wireless Sensor Networks
Gaussian Noise
Signal To Noise Ratio
得分:3k
27
11
得分:3k
29
10
Social Media
Graph Neural Networks
Social Network
Proposed Framework
Recommender Systems
得分:3k
30
1
Graph Neural Networks
Automated Machine Learning
Dynamic Time Warping
Mutual Information
Node Classification
得分:3k
31
10
Machine Learning
Support Vector Machines
Support Vector
Support Vector Machine
Kernel Methods
得分:3k
32
1
Hierarchical Temporal Convolutional Networks
Multi-modal User Embedding Framework
Dynamic Recommender Systems
Web-scale Recommender Systems
Graph Convolutional Neural Networks
得分:3k
33
12
Recommendation
Recommender System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分:3k
34
1
Thermophotonics
Light-emitting Diodes
Electroluminescent Cooling
Stochastic Dominance Degree
Thermal Radiation
得分:3k
35
1
Recommender Systems
Dynamic Partial Reconfiguration
Markov Chains
Placement
Partial Reconfiguration Module
得分:3k
36
1
Graph Representation Learning
Knowledge Graphs
Representation Learning
First-order Logic
Time Complexity
得分:3k
37
10
Recommender System
Recommender Systems
Collaborative Filtering
Implicit Feedback
Location Recommendation
得分:3k
39
33
Recommender Systems
Network Embedding
Multi-view Learning
Graph Neural Network
Negative Sampling
得分:3k
40
19
Social Media
Data Mining
Sentiment Analysis
Network Embedding
Recommender Systems
得分:2k
41
-
Language Model
Speech Recognition
Speech Processing
Information Retrieval
Search Engine
得分:2k
42
13
Social Media
Fake News
Graph Neural Networks
Fake News Detection
Graph Neural Network
得分:2k
43
20
Machine Learning
Data Mining
Linear Discriminant Analysis
Feature Extraction
Multi-task Learning
得分:2k
45
13
得分:2k
47
16
Heterogeneous Information Network
Information Network
Data Mining
Heterogeneous Network
Heterogeneous Information Networks
得分:2k
48
9
Natural Neighbor Interpolation
Anomalous Behavior
Recommender Systems
Fraud Detection
Suspicious Behavior
得分:2k
49
7
Data Mining
Social Network
Collaborative Filtering
Recommender System
Recommender Systems
得分:2k
50
24
得分:2k
51
7
Computer Science
Natural Language Processing
Artificial Intelligence
Sampling (statistics)
Self-supervised Learning
得分:2k
52
15
得分:2k
53
47
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分:2k
54
1
Trajectory
Data Mining
Global Positioning System
Gps Trajectory
Human Mobility
得分:2k
55
12
Information Retrieval
Search Engine
Online Advertising
Machine Learning
Web Search
得分:2k
56
32
得分:2k
57
22
Display Advertising
Click-through Rate Prediction
Online Advertising
Bid Optimization
Blind Source Separation
得分:2k
58
12
Truth Discovery
Healthcare Informatics
Computer Science
Deep Learning
Attention Mechanism
得分:2k
59
15
Conditional Random Field
Graphical Model
Bayesian Network
Machine Learning
Dynamic Bayesian Network
得分:2k
61
30
得分:2k
62
16
Textual Databases
Statistical Databases
Probabilistic Models
Machine Learning
Knowledge Bases
得分:2k
63
16
Image Segmentation
Image Analysis
Object Detection
Markov Random Fields
Metabolic Pathway
得分:2k
64
16
得分:2k
65
16
Information Extraction
Knowledge Bases
Machine Learning
Probabilistic Models
Statistical Databases
得分:2k
66
16
Information Extraction
Knowledge Base
Search-based Question Answering
Knowledge Base Completion
Aggregate Candidate Answer
得分:2k
68
54
Recommendation
Graph Neural Networks
Collaborative Filtering
Graph Neural Network
Computer Science
得分:2k
69
36
Knowledge Graph
Collaborative Filtering
Relation Extraction
Recommendation
Recommender System
得分:2k
70
47
Heterogeneous Information Network
Graph Neural Networks
Schizophrenia
Complex Network
Network Embedding
得分:2k
71
24
Recommender System
Sequential Prediction
Sequential Recommendation
Off-policy Learning
Brain-computer Interface
得分:2k
72
1
Graph Neural Network
Disinfection
High-order Proximity
Network Embedding
Deep Learning
得分:1k
75
20
Question Answering
Semantic Web
Model Checking
Semantic Search
Software Reusability
得分:1k
77
19
Data Mining
High Dimensional Data
Nuclear Magnetic Resonance
Clustering Algorithms
Kernel Density Estimate
得分:1k
78
1
Recommender System
Recommender Systems
Location-based Service
Self-supervised Learning
Cold Start
得分:1k
79
4
Data Visualization
Visualization
Data Visualisation
Data Models
Computational Geometry
得分:1k
80
2
得分:1k
81
2
Computational Geometry
Machine Learning
Data Mining
Graphics Hardware
Wireless Sensor Networks
得分:1k
82
1
得分:1k
85
33
得分:1k
86
4
得分:1k
88
10
Data Mining
Transfer Learning
Machine Learning
Artificial Intelligence
Federated Learning
得分:1k
89
23
Deep Learning
Recommender Systems
Recommender System
Item Content Information
Machine Learning
得分:1k
90
17
SLAM
Lidar
Graph Neural Networks
Graph Neural Network
Representation Learning
得分:1k
91
25
Computer Science
Learning Artificial Intelligence
Metric Learning
Kernel Method
Face Recognition
得分:1k
92
26
Matrix Factorization
Visual Tracking
Robust Matrix Factorization
Deep Learning
Object Detection
得分:1k
93
26
Click-through Rate Prediction
Deep Learning
User Modeling
Computer Science
Process (computing)
得分:1k
95
2
Natural Language Processing
Machine Learning
Computer Science
Electronic Health Records
Electronic Health Record
得分:1k
97
11
Feature Selection
Reproducing Kernel Hilbert Space
Graphical Model
Neural Network
Machine Learning
得分:1k
98
9
Support Vector Machine
Machine Learning
Information Retrieval
Search Engine
Implicit Feedback
得分:1k