The purpose of this research article is to show
how the participation of women politicians and their
public speeches in social cognition and how women
speakers deliver their voice at the decision-making level,
using the strategies based on discourse topics and text
mining techniques. For this, knowledge is an important
factor in creating discourse and understanding discourse,
Knowledge is the general level of "understanding" of
a writer, speaker, or interlocutor, how he or she views the
issue from many angles, how well it conforms to general
principles, how the real world evaluates the
interrelationships of phenomena, and the timing of the
issue. All forms of knowledge should be taken into
account, and the use of tactics to make speech
understandable is also related to knowledge. Semantic
knowledge is an experience gained over a lifetime, and the
ability to understand and abstract anything is a mental
activity based on practice. It is measured by episodic-based
personal experiences, memories, and general knowledge.
Thus, we intended to show how semantic knowledge is
getting the base of discourse in social cognition.
Keywords : knowledge, topic, context model, mental models, mental representations, bias, topic modeling, discourse network, evolution of topics, influence distrituon.