Meetodi tõendite kirje

Automated Content Analysis

Automated content analysis is the computational measurement of text features at a scale impossible by hand, using natural-language processing and machine learning to classify, scale, or discover the content of large corpora. Synthesized for the social sciences by Grimmer and Stewart's 2013 'Text as Data,' it spans supervised classification, unsupervised discovery, and scaling, all unified by the principle that automated methods augment but do not replace careful human judgment and validation.

Sources recorded, not reviewed

Allikakirje

Tsiteeringud kopeeritud meetodi allikakirjest sõna-sõnalt. Nendest ei saa järeldada väidete tasemel kinnitust.

Automated (Computational) Content Analysis of Text

Taksonoomiline meetodikirje · process-pipeline / communication

Grimmer, J., & Stewart, B. M. (2013). Text as data: The promise and pitfalls of automatic content analysis methods for political texts. Political Analysis, 21(3), 267–297. · DOI 10.1093/pan/mps028
Krippendorff, K. (2004). Content Analysis: An Introduction to Its Methodology (2nd ed.). Thousand Oaks, CA: Sage. · ISBN 9780761915454

Ava täielik meetod

Kureeritud väited

Väited on salvestatud tõendite registrisse, igal oma hinnanguga.

Kureeritud väiteid veel pole

See vaade ei loo väite hinnangut, kui registris seda pole.

Seotud meetodid

Genereeritud meetodigraafist ja kuvatud masina soovitatud seostena – väiteid ei järeldata.

Taxonomic bucketDictionary-Based Text Analysismachine-suggested · Relational suggestion, not evidence.Same method familyManifest Content Analysismachine-suggested · Relational suggestion, not evidence.Same method familySentiment Analysis in Communicationmachine-suggested · Relational suggestion, not evidence.Used in the same domainTopic Modeling for Communication Researchmachine-suggested · Relational suggestion, not evidence.