Metodbevispost

Link Prediction

Link prediction is a network-analysis task that estimates which edges are missing from an observed graph or which edges are likely to form in the future. Formalised by Liben-Nowell and Kleinberg (2003, 2007), it covers a spectrum of approaches — from simple structural similarity indices such as Common Neighbors, Jaccard coefficient, and Adamic-Adar, to matrix factorisation, and graph neural network (GNN) methods — and is evaluated with AUC and Average Precision to account for the heavily imbalanced ratio of real to non-existing edges.

Sources recorded, not reviewed

Källpost

Citat kopierade ordagrant från metodens källpost. Ingen verifiering på källnivå härleds från dem.

Link Prediction (Missing and Future Edge Inference)

Taxonomisk metodpost · process-pipeline / network-analysis

Öppna fullständig metod

Kuraterade påståenden

Påståenden lagrade i bevisloggen, var och en med sin egen bedömning.

Inga kuraterade påståenden ännu

Denna vy hittar inte på en påståendebedömning när loggen saknar en.

Relaterade metoder

Genererade från metodgrafen och visade som maskinföreslagna relationer – inga bevispåståenden härleds.

Same method familyCentrality Analysismachine-suggested · Relational suggestion, not evidence.Same method familyCommunity Detectionmachine-suggested · Relational suggestion, not evidence.Same method familyGraph Neural Network (Network Analysis)machine-suggested · Relational suggestion, not evidence.Same method familyNetwork Embeddingmachine-suggested · Relational suggestion, not evidence.Same method familyStochastic Block Modelmachine-suggested · Relational suggestion, not evidence.