Master's thesis in the Department of Computer Science discussing "Improving classification based on prospecting patient opinion in drug reviews" The Department of Computer Science discussed the Master's thesis tagged with "Improving classification based on the exploration of patient opinion in drug reviews" for the student (Dina Rahim Nehme), master's degree in computer science / artificial intelligence, in the discussion room in the building of the Department of Computer Science, Monday 8/11/2021. The goal of the message is to create a system that analyzes patients’ opinions (positive, negative, neutral) to benefit pharmaceutical companies, doctors and pharmacists to follow up on newly manufactured medicines and to benefit patients to know the appropriate medicines for their health condition. As for the conclusions reached by the message, which used four algorithms (two algorithms for each scenario), the first algorithm is a support vector machine and the second algorithm is logistic regrssion. The second algorithm was better than the first, where the accuracy of the first was 74% and the second was 88%. The discussion committee consisted of:

• Prof. Dr. Khaled Ali Hussein, President
• Prof. Dr. Yousry Hussein Ali Member
• Dr. Khalil Ibrahim Ghathwan Member
• Prof. Dr. Iyad Roudhan Abbas, member and supervisor

The teacher, Dr. Maysa Abdel Ali, participated in a scientific symposium and received thanks and appreciation for her attendance and participation in the activities of the scientific symposium held by the Iraqi Al-Khwarizmi Scientific Society entitled “Mathematics and its Role in Medical, Economic and Industrial Sciences” and in cooperation with the Directorate of Education of Holy Karbala and the Imam Hussein (peace be upon) Charity Center for Development And education and the school activity halls and the Imam Hussein (peace be upon him) center, wishing them continued success and success.

Professor Dr. Alaa kadhom Farhan from the Department of Computer Science received two letters of thanks and appreciation from the President of the University of Technology, Prof. Ahmed Muhammad Hassan Al-Ghabban, due to his efforts to publish a solid scientific research within the first Clarivant’s containers for his research tagged “Linear Confusion for Block Cryptography based on a five-factor hybrid system” Dimension” and the second for his research tagged “Generating Effective Dynamic Spock Using Transformation of Linear Trigonometry for Secret Applications”, I hope that he will do more to serve our university and our beloved Iraq.

teThe teaching assistant professor, Dr. Ikhlas Khalaf Kabashi from the Department of Computer Science, participated in a committee that inspects the University of Science City College and the University College of Dijla University in Baghdad Governorate to determine the absorptive capacity for the academic year 2021-2022 according to the regulations in force.xt