How To Install
How To Use
Christensen, A. P., & Kenett, Y. N. (2019). Semantic network analysis (SemNA): A tutorial on preprocessing, estimating, and analyzing semantic networks. PsyArXiv. https://psyarxiv.com/eht87/
SemNeT offers researchers several tools for the analysis of their semantic network data. As a part of a module of semantic network packages, SemNeT is the most general, providing statistical analyses for all types of semantic networks.
From raw data to semantic network analysis in three lines of code: The Shiny app allows for integration with SemNetCleaner, streamlining the SemNA pipeline:
# Grouping variable group <- SemNeT::open.group # Preprocessed data clean <- SemNetCleaner::textcleaner(data = SemNetCleaner::open.animals[,-c(1,2)], miss = 99, partBY = "row", dictionary = "animals") # SemNeT Shiny app for network estimation and analyses SemNeT::SemNeTShiny()
The point and click interface of the SemNeT Shiny app enables users to perform all analyses in the package as well as spreading activation analyses from the spreadr package (Siew, 2019).
Christensen, A. P., Kenett, Y. N., Cotter, K. N., Beaty, R. E., & Silvia, P. J. (2018). Remotely close associations: Openness to experience and semantic memory structure. European Journal of Personality, 32, 480-492. https://doi.org/10.1002/per.2157
Kenett, Y. N., & Austerweil, J. L. (2016). Examining search processes in low and high creative individuals with random walks. In Paper presented at the proceedings of the 38th annual meeting of the cognitive sceince society (pp. 313-318). Austin, TX. Retrieved from https://cogsci.mindmodeling.org/2016/papers/0066/index.html
Kenett, Y. N., Anaki, D., & Faust, M. (2014). Investigating the structure of semantic networks in low and high creative persons. Frontiers in Human Neuroscience, 8, 407. https://doi.org/10.3389/fnhum.2014.00407
Kenett, Y. N., Wechsler-Kashi, D., Kenett, D. Y., Schwartz, R. G., Ben Jacob, E., & Faust, M. (2013). Semantic organization in children with cochlear implants: Computational analysis of verbal fluency. Frontiers in Psychology, 4. https://doi.org/10.3389/fpsyg.2013.00543
Siew, C. S. Q. (2019). spreadr: An R package to simulate spreading activation in a network. Behavior Research Methods, 51, 910-929. https://doi.org/10.3758/s13428-018-1186-5