Methodology

Responsible AI in Academic Research: A Competency Framework for Research Training

#Ai Research #Ai Literacy #Research Ethics #Ai Regulation #Genai

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26.07.08

Methodology

Machine Learning in the Humanities and Social Sciences: Why It Matters and How to Use It

#0

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26.06.23

Network Solution

When SNA becomes the Context for AI

#Context Engineering #Graphrag #Knowledge Graph #Social Network Analysis #Agentic Ai #AI context # hallucination #inference #AI agent

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26.05.08

Network Solution

Can LLMs Perform Social Network Analysis?

#Social Network Analysis #Network Science #LLM #Llm Applications

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26.04.10

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

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

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