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ResearchNetworkAnalyzer

oxirs_embed::research_networks

Struct ResearchNetworkAnalyzer 

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pub struct ResearchNetworkAnalyzer { /* private fields */ }
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Research publication network analyzer and embedding generator

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impl ResearchNetworkAnalyzer

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pub fn new(config: ResearchNetworkConfig) -> Self

Create new research network analyzer

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pub async fn start(&mut self) -> Result<()>

Start background analysis tasks

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pub async fn stop(&mut self)

Stop analysis tasks

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pub async fn generate_author_embedding( &self, author_id: &str, ) -> Result<AuthorEmbedding>

Generate author embedding based on publications and collaborations

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pub async fn generate_publication_embedding( &self, publication_id: &str, ) -> Result<PublicationEmbedding>

Generate publication embedding based on content and citations

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pub async fn analyze_citation_patterns( &self, publication_id: &str, ) -> Result<Vec<Citation>>

Analyze citation patterns and relationships

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pub async fn find_similar_authors( &self, author_id: &str, k: usize, ) -> Result<Vec<(String, f64)>>

Find similar authors based on research interests and collaboration patterns

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pub async fn predict_research_impact(&self, publication_id: &str) -> Result<f64>

Predict research impact for a publication

Analyze research trends over time

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pub async fn get_research_communities(&self) -> Result<Vec<ResearchCommunity>>

Get research communities/clusters

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pub async fn add_citation(&self, citation: Citation) -> Result<()>

Update citation network with new citation

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impl ResearchNetworkAnalyzer

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pub async fn get_network_metrics(&self) -> Result<NetworkMetrics>

Get comprehensive network metrics

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