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

Methodology

BERTrend: How Topics Emerge, Evolve, and Disappear

#Topic analysis # topic modeling # emerging topics # BERT language model # BERTopic # document embeddings # clustering

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25.11.24

[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

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

Methodology

BERTopic: Exploring Topics Through Semantic Understanding

#Topic Analysis # Topic Modeling # LDA # BERTopic # BERT # Document Embedding # Clustering # Topic Detection # Topic Exploration # Topic Model

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25.10.20

Methodology

Beyond Text: Topic Modeling on Two-Mode Networks

#LDA # multimode network # topic modeling # community

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25.10.02

[NetMiner] Tutorial

Mapping Hidden Connections in Squid Game Using Knowledge Graphs

#knowledge graph # text mining # information extraction # named entity recognition # relation extraction # network visualization # NLP # graph analytics # storytelling with data # semantic analysis # movie graph

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25.07.20

[NetMiner] Features

Hidden Connections in Texts with Knowledge Graphs

#knowledge graph # text mining # information extraction # named entity recognition # relation extraction # network visualization # NLP # graph analytics # storytelling with data # semantic analysis # movie graph

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25.07.18

[NetMiner] Tutorial

NetMiner 5 Onboarding Guide: Your First Steps in Network Analysis

#beginner #NetMiner #Network analysis #SNA

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25.06.13

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 Investment in Startups Using Network Analysis

#Startup # Investment # Follow-on Investment # Entrepreneurship # Founder Network # Startup Ecosystem # Graph Analysis # Network Centrality # Community Analysis # Two-Mode Network # Closeness Centrality # Machine

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25.04.21