We investigate in this paper the problem of classifying the stylome of characters in a literary work. Previous research in the field of authorship attribution has shown that the writing style of an author can be characterized and distinguished from that of other authors automatically. In this paper we take a look at the less approached problem of how the styles of different characters can be di...

The statistical analysis of the heterogeneity of the style of a text often leads to the analysis of contingency tables of ordered rows. When multiple authorship is suspected, one can explore that heterogeneity through either a change-point analysis of these rows, consistent with sudden changes of author, or a cluster analysis of them, consistent with authors contributing exchangeably, without t...

We applied hierarchical clustering using Rank distance, previously used in computational stylometry, on literary texts written by Mateiu Caragiale and a number of different authors who attempted to impersonate Caragiale after his death, or simply to mimic his style. Their pastiches were consistently clustered opposite to the original work, thereby confirming the performance of the method and pr...

This paper describes the traditional authorship attribution subtask of the PAN/CLEF 2013 workshop. In our attempt to classify the documents based on gender and age of an author, we have applied a traditional approach of topic modeling using Latent Dirichlet Allocation[LDA]. We used the content based features like topics and style based features like preposition-frequencies, which act as the eff...

Authorship attribution, being an important problem in many areas including information retrieval, computational linguistics, law and journalism etc., has been identified as a subject of increasingly research interest in the recent years. In case of Author Identification task in PAN at CLEF 2015, the main focus was given on cross-genre and cross-topic author verification tasks. We have used seve...

The syntactic structure of sentences in a document substantially informs about its authorial writing style. Sentence representation learning has been widely explored recent years and it shown that improves the generalization different downstream tasks across many domains. Even though utilizing probing methods several studies suggests these learned contextual representations implicitly encode so...

The statement, “Results of most non-traditional authorship attribution studies are not universally accepted as definitive,” is explicated. A variety of problems in these studies are listed and discussed: studies governed by expediency; a lack of competent research; flawed statistical techniques; corrupted primary data; lack of expertise in allied fields; a dilettantish approach; inadequate trea...

In stylometric investigations, frequencies of the most frequent words (MFWs) and character n-grams outperform other style-markers, even if their performance varies significantly across languages. inflected languages, word endings play a prominent role, hence different forms cannot be recognized using generic text tokenization. Countless make sparse, making statistical procedures complicated. Pr...

conclusions attribution retraining improved mental health in the epileptic children in our study. it, therefore, seems to be an appropriate intervention for promoting the mental health of children. results the findings showed that the experimental group, in comparison with the control group, experienced a reduction in physical symptoms, anxiety and insomnia, social dysfunction, and depression a...

The name of Rodogune was not applied only to the well known statuette Aphrodite Anadyomene from Parthian Nisa, but also a seal impressed on sealing Nisa Square House. Although attribution seal, unlike that statuette, discussed in detail, portrait depicted it recognized as Arsacid princess. Actually, head is female, male, and can all likelihood be Apollo with laurel wreath. style execution sugge...