During the course of this work I tackled to implement methods to automate Cyber Threat Intelligence (CTI) processes, while including openly available information sources, most prominently, the World Wide Web (WWW). This advanced the field of CTI, but also the fields of Natural Language Processing (NLP) and Information Retrieval (IR). In the following, I present my findings aligned with my CIA classification of conceptual, information related, and analysis related research.