Semantic network analysis (SemNA): A tutorial on preprocessing, estimating, and analyzing semantic networks.
Alexander P. Christensen, Yoed N. Kenett
Abstract
, provides methods and measures for estimating and statistically comparing semantic networks via a point-and-click graphical user interface. Using real-world data, we present a start-to-finish pipeline from raw data to semantic network analysis results. This article aims to provide resources for researchers, both the unfamiliar and knowledgeable, that reduce some of the barriers for conducting semantic network analysis. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
Topics & Concepts
Computer sciencePreprocessorPipeline (software)Semantic computingSemantic data modelRaw dataSemantic networkNetwork analysisData pre-processingSemantic analysis (machine learning)Semantic interoperabilityData miningInterface (matter)Information retrievalData scienceArtificial intelligenceSemantic WebInteroperabilityWorld Wide WebQuantum mechanicsBubbleMaximum bubble pressure methodProgramming languagePhysicsParallel computingCognitive Science and MappingBioinformatics and Genomic NetworksAdvanced Graph Neural Networks