Knowledge spillovers—non-rival information goods with the potential to be adapted by neighboring producers—have been the focus of a large body of empirical and theoretical economic research. However, the majority of existing work only examines two industries (academic and patent citation networks), and only focuses on estimating the effects of individual geopolitical units on knowledge spillove...

In this talk I will present the University of Arizona Artificial Intelligence Lab’s recent research in Dark Web, Geopolitical Web, and Business Analytics. Based on funding from the NSF and several other US agencies, the AI Lab has developed techniques for collecting, managing and analyzing largescale multilingual and multimedia social media contents of relevance to social, geopolitical, and bus...

To meet the needs for large-scale, high-quality learning contents, needless to say, we have to sharpen authoring tools. Authoring process can be roughly divided into two phases, a composing phase and a verification phase. A great deal of effort has been made on the support in the former phase. What seems to be lacking, however, is that in the latter. An ontology-aware authoring tool we have bee...

The main objective of the article is to examine the challenges of EU Studies in the South Caucasus in accordance with in the process of European integration as exiting political and geopolitical strategies of the region can be considered as the platform and a kind or “need assessment” for the development and successful implementation of the EU Studies. A particular attention is paid to the obje...

Ontology authoring is a non-trivial task for authors who are not proficient in logic. It is difficult to either specify the requirements for an ontology, or test their satisfaction. In this paper, we propose a novel approach to address this problem by leveraging the ideas of competency questions and test-before software development. We first analyse real-world competency questions collected fro...