The Love Equation: Computational Modeling of Romantic Relationships in French Classical Drama
| Main Authors: | Karstorp, Folgert, Kestemont, Mike, Schöch, Christof, van den Bosch, Antal |
|---|---|
| Format: | info publication-other Journal |
| Terbitan: |
, 2015
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| Online Access: |
https://zenodo.org/record/50900 |
Daftar Isi:
- We report on building a computational model of romantic relationships in a corpus of historical literary texts. We frame this task as a ranking problem in which, for a given character, we try to assign the highest rank to the character with whom (s)he is most likely to be romantically involved. As data we use a publicly available corpus of French 17th and 18th century plays (http://www.theatre-classique.fr/) which is well suited for this type of analysis because of the rich markup it provides (e.g. indications of characters speaking). We focus on distributional, so-called second-order features, which capture how speakers are contextually embedded in the texts. At a mean reciprocal rate (MRR) of 0.9 and MRR@1 of 0.81, our results are encouraging, suggesting that this approach might be successfully extended to other forms of social interactions in literature, such as antagonism or social power relations.