<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Create Validation Tests for Automated Content Analysis</dc:title>
  <dc:title>R package oolong version 0.7.0</dc:title>
  <dc:description>Intended to create standard human-in-the-loop validity tests for typical automated content analysis such as topic modeling and dictionary-based methods. This package offers a standard workflow with functions to prepare, administer and evaluate a human-in-the-loop validity test. This package provides functions for validating topic models using word intrusion, topic intrusion (Chang et al. 2009,  &lt;https://papers.nips.cc/paper/3700-reading-tea-leaves-how-humans-interpret-topic-models&gt;) and word set intrusion (Ying et al. 2021) &lt;doi:10.1017/pan.2021.33&gt; tests. This package also provides functions for generating gold-standard data which are useful for validating dictionary-based methods. The default settings of all generated tests match those suggested in Chang et al. (2009) and Song et al. (2020) &lt;doi:10.1080/10584609.2020.1723752&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: seededlda, purrr, tibble, shiny, digest, R6, quanteda (&gt;=
3.0.0), icr, ggplot2, cowplot, cli, stats, utils</dc:relation>
  <dc:relation>Suggests: keyATM (&gt;= 0.2.2), testthat (&gt;= 3.0.2), text2vec (&gt;= 0.6),
BTM, dplyr, topicmodels, stm, covr, knitr, rmarkdown, fs,
quanteda.textmodels, shinytest2</dc:relation>
  <dc:creator>Chung-hong Chan &lt;chainsawtiney@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Chung-hong Chan [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-6232-7530&gt;),
  Marius Sältzer [aut] (ORCID: &lt;https://orcid.org/0000-0002-8604-4666&gt;)</dc:contributor>
  <dc:rights>LGPL (&gt;= 2.1)</dc:rights>
  <dc:date>2026-05-07</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=oolong</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.oolong</dc:identifier>
</oai_dc:dc>
