|Title||Combining Text and Linguistic Document Representations for Authorship Attribution|
|Publication Type||Journal Article|
|Year of Publication||2005|
|Authors||Kaster, A, Siersdorfer, S, Weikum, G|
In this paper, we provide several alternatives to the classical Bag-Of-Words model for automatic authorship attribution. To this end, we consider linguistic and writing style information such as grammatical structures to construct different document representations. Furthermore we describe two techniques to combine the obtained representations: combination vectors and ensemble based meta classification. Our experiments show the viability of our approach.