conversim: Conversation Similarity Analysis

Analyze and compare conversations using various similarity measures including topic, lexical, semantic, structural, stylistic, sentiment, participant, and timing similarities. Supports both pairwise conversation comparisons and analysis of multiple dyads. Methods are based on established research: Topic modeling: Blei et al. (2003) <doi:10.1162/jmlr.2003.3.4-5.993>; Landauer et al. (1998) <doi:10.1080/01638539809545028>; Lexical similarity: Jaccard (1912) <doi:10.1111/j.1469-8137.1912.tb05611.x>; Semantic similarity: Salton & Buckley (1988) <doi:10.1016/0306-4573(88)90021-0>; Mikolov et al. (2013) <doi:10.48550/arXiv.1301.3781>; Pennington et al. (2014) <doi:10.3115/v1/D14-1162>; Structural and stylistic analysis: Graesser et al. (2004) <doi:10.1075/target.21131.ryu>; Sentiment analysis: Rinker (2019) <https://github.com/trinker/sentimentr>.

Version:	0.1.0
Depends:	R (≥ 3.5.0)
Imports:	tm (≥ 0.7-8), lsa (≥ 0.73.2), topicmodels (≥ 0.2-12), sentimentr (≥ 2.7.1), word2vec, lme4, slam, ggplot2, stats
Suggests:	knitr, rmarkdown, testthat (≥ 3.0.0)
Published:	2024-09-20
DOI:	10.32614/CRAN.package.conversim
Author:	Chao Liu [aut, cre, cph]
Maintainer:	Chao Liu <chaoliu at cedarville.edu>
BugReports:	https://github.com/chaoliu-cl/conversim/issues
License:	GPL (≥ 3)
URL:	https://github.com/chaoliu-cl/conversim, http://liu-chao.site/conversim/
NeedsCompilation:	no
Materials:	README
CRAN checks:	conversim results

Documentation:

Reference manual:	conversim.pdf
Vignettes:	Analyzing Similarities between Two Long Speeches (source, R code) Analyzing Similarities in Conversational Sequence in One Dyad (source, R code) Analyzing Similarities in Conversational Sequences across Multiple Dyads (source, R code) Utility Functions for Further Exploration and Visualization (source, R code)

Downloads:

Package source:	conversim_0.1.0.tar.gz
Windows binaries:	r-devel: conversim_0.1.0.zip, r-release: conversim_0.1.0.zip, r-oldrel: conversim_0.1.0.zip
macOS binaries:	r-release (arm64): conversim_0.1.0.tgz, r-oldrel (arm64): conversim_0.1.0.tgz, r-release (x86_64): conversim_0.1.0.tgz, r-oldrel (x86_64): conversim_0.1.0.tgz

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