The task of authorship verification consists in detecting whether two texts have been written by the same person. This paper describes CLG Authorship Analytics software, which implements several individual methods as well a stacked generalization system for verification. approach relies primarily on ensemble learning methods, i.e. repeatedly sampling data order to capture invariant stylistic pa...

Digital Humanities Quarterly (DHQ) is a young journal that covers the intersection of digital media and traditional humanities. In this paper, we explore the publication patterns in DHQ through visualizations of co-authorship and bibliographic coupling networks in order to understand the cultures the journal represents. We find that DHQ consists largely of sole-authored papers (66%) and the aut...

Authorship verification is wildly discussed topic at these days. In the authorship verification problem, we are given examples of the writing of an author and are asked to determine if given texts were or were not written by this author. In this paper we present an algorithm using syntactic analysis system SET for verifying authorship of the documents. We propose three variants of two-class mac...

This paper examines gender differences in the participation of university life science faculty in commercial science. Based on theory and field interviews, we develop hypotheses regarding how scientists’ productivity, co-authorship networks, and institutional affiliations have different effects on whether male and female faculty become “academic entrepreneurs”. We then statistically examine thi...

The main scientific event for academics working in the field of Business Process Management is the International BPM Conference. In this paper, social network analysis techniques are used to unveil the co-authorship networks that can be derived from the papers presented at this conference. Links between two researchers are established by their co-authorship of a paper at one of the conference e...

The analysis of bibliometric networks, such as co-authorship, bibliographic coupling, and co-citation networks, has received a considerable amount of attention. Much less attention has been paid to the construction of these networks. We point out that different approaches can be taken to construct a bibliometric network. Normally the full counting approach is used, but we propose an alternative...

Identifying writing style shifts and variations are fundamental capabilities when addressing authorship related tasks. In this work we examine a simplified approach for unsupervised authorship and plagiarism detection which is based on binary bag of words representation. We evaluate our approach using PAN-2012 Authorship Attribution challenge data, which includes both open/closed class authorsh...

Recently, design reuse has emerged as a dominant integrated system design and integration paradigm. However, the intellectual property (IP) business model is vulnerable to a number of potentially devastating obstructions, such as misappropriation and intellectual property fraud. We propose a new method for IP protection (IPP) which facilitates design watermarking at the combinational logic synt...

This paper gives an overview of the evaluation methodology applied to authorship identification solutions as part of PAN 2011. The two variations of authorship identification that were explored were authorship attribution, determining which of a known set of authors wrote a text, and authorship verification, determining if a specific authors did or did not write a text. We summarize the methods...