Methodology

[SNA & Statistics] Why Standard Statistics Fail on Network Data

#statistics #nonparametric tests #network statistics #significance level #independence assumption #statistical analysis of networks #networks and statistics #statistical inference for network data

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26.01.02

[NetMiner] Use Cases

Do More Online Friends Lead to Deeper Gaming Immersion?

#netminer # network # SNA # socialnetworkanalysis # networkanalysis # IDG

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25.11.17

Network Solution

Why Do Vaccine Debates Become Political?: A Topic Modeling and Social Network Analysis Perspective

#Topic Modeling # LDA # BERTopic # Social Network Analysis # SNA # Text Mining # Social Media Analysis # Anti-Vaxxer # COVID-19 Vaccine # Political Polarization Analysis

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25.11.17

Network Solution

Understanding the Gap Between Academic and Public Perceptions of Medical AI

#BERTopic modeling # topic analysis # text mining # NLP # text processing # LLMs

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25.11.17

Methodology

LDAvis: Making Topics Visible

#LDA # LDAvis # Topic Analysis # Topic Modeling # Topic Visualization # Topic Chart # Topic Classification # Topic Similarity # pyLDAvis

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25.10.20

[NetMiner] Tutorial

How to Predict Political Leanings: Start with SNS Data and Network Analysis

#Network Analysis #NetMiner #Data Visualization #Network Visualization #Centrality Analysis #Community Analysis #Network Map #Machine Learning #Graph Machine Learning #GraphSAGE #GNN

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25.07.08

[NetMiner] Tutorial

Revealing Hidden Structures: A Hands-On Tutorial on SNA Visualization

#Network Analysis #NetMiner #Centrality Analysis #Data Visualization #network connection #network visualization #network mapping #network map #connection map #network analysis #Cohesion Analysis #louvain #polblogs

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25.06.26

[NetMiner] Tutorial

Where Is the Latest AI Research Headed? Core AI Keywords and Major Topics from International Papers

#Network Analysis #NetMiner #Centrality Analysis #Data Visualization #network connection #network visualization #network map #connection map #network analysis #LDA #TopicModeling #word network #chatgpt #gemini #AI A

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25.06.24

[NetMiner] Tutorial

Where Is the Latest AI Research Headed? Analyzing Key Researchers from 1,000 International Papers

#Network Analysis #NetMiner #Centrality Analysis #Data Visualization #network connection #network visualization #network mapping #network map #connection map #network analysis #OpenAlex #co-authorship network #res

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25.06.18

Methodology

Graph Machine Learning, Exploring the Future

#Network Analysis # Network Analysis Methods # SNA # Social Network # Social Network Analysis # Social Networks # Social Network Structures # Network Structure Analysis # Graph Analysis # Graph Network Analysis

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25.04.28

Network Solution

Reinterpreting Text Data Through Graph Machine Learning

#Text Classification #Text Network #TFIDF #PMI #PointwiseMutualInformation #NLP #Deep learning #softmax #CNN #LSTM #FastText #Graph Machine Learning #GCN #TextGCN #NetMiner #Cyram

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25.04.25

Network Solution

Predicting Crime Through Graphs: A New Paradigm in Drug Crime Analysis

#Accomplice relationships #Accomplice Networks #Drug-related crimes #Crime Prediction #Big data-based crime prediction technologies #Machine learning #DicisionTree #KNN #SupportVectorMachine #BayesianNetwork #Lo

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25.04.25