Large-scale computerized text analysis in political science: Opportunities and challenges
J Wilkerson, A Casas - Annual Review of Political Science, 2017 - annualreviews.org
Text has always been an important data source in political science. What has changed in
recent years is the feasibility of investigating large amounts of text quantitatively. The internet …
recent years is the feasibility of investigating large amounts of text quantitatively. The internet …
Multi-criteria decision analysis for health technology assessment: addressing methodological challenges to improve the state of the art
MD Oliveira, I Mataloto, P Kanavos - The European Journal of Health …, 2019 - Springer
Background Multi-criteria decision analysis (MCDA) concepts, models and tools have been
used increasingly in health technology assessment (HTA), with several studies pointing out …
used increasingly in health technology assessment (HTA), with several studies pointing out …
Text preprocessing for unsupervised learning: Why it matters, when it misleads, and what to do about it
MJ Denny, A Spirling - Political analysis, 2018 - cambridge.org
Despite the popularity of unsupervised techniques for political science text-as-data research,
the importance and implications of preprocessing decisions in this domain have received …
the importance and implications of preprocessing decisions in this domain have received …
Measuring group differences in high‐dimensional choices: method and application to congressional speech
M Gentzkow, JM Shapiro, M Taddy - Econometrica, 2019 - Wiley Online Library
We study the problem of measuring group differences in choices when the dimensionality of
the choice set is large. We show that standard approaches suffer from a severe finite …
the choice set is large. We show that standard approaches suffer from a severe finite …
Word embeddings for the analysis of ideological placement in parliamentary corpora
L Rheault, C Cochrane - Political Analysis, 2020 - cambridge.org
Word embeddings, the coefficients from neural network models predicting the use of words
in context, have now become inescapable in applications involving natural language …
in context, have now become inescapable in applications involving natural language …
Opposition in times of crisis: COVID-19 in parliamentary debates
The COVID-19 pandemic presents an exceptional crisis situation not only for governments,
but also for politicians in opposition. This article analyses opposition party expressed …
but also for politicians in opposition. This article analyses opposition party expressed …
[图书][B] The fundamentals of political science research
PM Kellstedt, GD Whitten - 2018 - books.google.com
The third edition of the best-selling The Fundamentals of Political Science Research
provides an introduction to the scientific study of politics. It offers the basic tools necessary …
provides an introduction to the scientific study of politics. It offers the basic tools necessary …
Playing to the gallery: Emotive rhetoric in parliaments
Research has shown that emotions matter in politics, but we know less about when and why
politicians use emotive rhetoric in the legislative arena. This article argues that emotive …
politicians use emotive rhetoric in the legislative arena. This article argues that emotive …
Multilingual sentiment analysis: A new approach to measuring conflict in legislative speeches
Comparative scholars of legislative politics continue to face the challenge of measuring a
key theoretical concept: conflict at the level of legislative bills. We address this challenge …
key theoretical concept: conflict at the level of legislative bills. We address this challenge …