Thank you for your highly readable explanation of what could have been an overwhelming concept.
A large part of your discussion hinges on the identification of appropriate abstract and high-dimension 'spaces' representing ideologies and actions. Towards the end of your paper, you referred to ideologies as 'self-organizing system of preferences that evolves over time and adapts to different institutions and political behaviors.'
In this vein, I'd like to point you to another paper that looks into abstract spaces- this time for cultural associations with terms including 'race' and 'gender' (by our own UChicago Knowledge Lab!) They use an unsupervised algorithm on text data, unlike your supervised one.
https://arxiv.org/ftp/arxiv/papers/1803/1803.09288.pdf
Given the salience of these two terms (race and gender) in political ideology in recent times, how can sociologists and political scientists best collaborate and juxtapose their methods? The aim would be to mathematically model and understand the relationship between ideology and culture among Congress members, populations of voters (and of course, potential donors to campaigns).
Thank you for your highly readable explanation of what could have been an overwhelming concept.
A large part of your discussion hinges on the identification of appropriate abstract and high-dimension 'spaces' representing ideologies and actions. Towards the end of your paper, you referred to ideologies as 'self-organizing system of preferences that evolves over time and adapts to different institutions and political behaviors.' In this vein, I'd like to point you to another paper that looks into abstract spaces- this time for cultural associations with terms including 'race' and 'gender' (by our own UChicago Knowledge Lab!) They use an unsupervised algorithm on text data, unlike your supervised one. https://arxiv.org/ftp/arxiv/papers/1803/1803.09288.pdf Given the salience of these two terms (race and gender) in political ideology in recent times, how can sociologists and political scientists best collaborate and juxtapose their methods? The aim would be to mathematically model and understand the relationship between ideology and culture among Congress members, populations of voters (and of course, potential donors to campaigns).