Methods to Analyze Text as Data 7,5 hp

Undervisningen bedrivs på engelska.

Kursinnehåll

The course provides an overview over the most common text-as-data methods as well as their typical
areas of application:
- Prerequisites (text import, creation of corpora, pre-processing, creation of document-term
matrices, lemmatization)
- Text statistics (e.g., frequency analysis, measures of readability, similarity indices)
- Generic and customized dictionaries
- Sentiment analysis
- Text classification using reference texts and supervised learning
- Topic modeling

Förkunskapskrav

Admitted to a doctoral program in Economics, Business Administration, or a related subject of a recognized business school or university. Knowledge in basic statistics and previous experience with R are recommended, but not required.

Utbildningsnivå: Forskarnivå XXX
Kurskod/Ladokkod: FJATD33
Kursen ges vid: Jönköping International Business School