Stylometry of literary papyri. Ochab, J. K. & Essler, H. In Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage, of DATeCH2019, pages 139–142, New York, NY, USA, 2019. Association for Computing Machinery. ![Stylometry of literary papyri [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi abstract bibtex In this paper we present the first results of stylometric analysis of literary papyri. Specifically we perform a range of tests for unsupervised clustering of authors. We scrutinise both the best classic distance-based methods as well as the state-of-the-art network community detection techniqes. We report on obstacles concerning highly non-uniform distributions of text size and authorial samples combined with sparse feature space. We also note how clustering performance depends on regularisation of spelling by means of querying relevant annotations.
@inproceedings{ochab_stylometry_2019,
address = {New York, NY, USA},
series = {{DATeCH2019}},
title = {Stylometry of literary papyri},
isbn = {978-1-4503-7194-0},
url = {https://doi.org/10.1145/3322905.3322930},
doi = {10.1145/3322905.3322930},
abstract = {In this paper we present the first results of stylometric analysis of literary papyri. Specifically we perform a range of tests for unsupervised clustering of authors. We scrutinise both the best classic distance-based methods as well as the state-of-the-art network community detection techniqes. We report on obstacles concerning highly non-uniform distributions of text size and authorial samples combined with sparse feature space. We also note how clustering performance depends on regularisation of spelling by means of querying relevant annotations.},
urldate = {2023-04-25},
booktitle = {Proceedings of the 3rd {International} {Conference} on {Digital} {Access} to {Textual} {Cultural} {Heritage}},
publisher = {Association for Computing Machinery},
author = {Ochab, Jeremi K. and Essler, Holger},
year = {2019},
keywords = {ancient Greek, authorship attribution, papyri, stylometry},
pages = {139--142},
}
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