BAHÇEŞEHİR UNIVERSITY BİLGİ PAKETİ / DERS KATALOĞU
| COMPUTER ENGINEERING (ENGLISH, THESIS) | |||||
| Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 | ||
Course Introduction and Application Information
| Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
| CYS5172 | Advanced Computer Forensics | Fall | 3 | 0 | 3 | 12 |
| This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester. |
Basic information
| Language of instruction: | English |
| Type of course: | Departmental Elective |
| Course Level: | |
| Mode of Delivery: | Face to face |
| Course Coordinator : | Dr. Öğr. Üyesi AHMET NACİ ÜNAL |
| Recommended Optional Program Components: | None |
| Course Objectives: | To teach advanced level computer forensic techniques. |
Learning Outcomes
|
The students who have succeeded in this course; Effective use of artificial intelligence in the areas of forensics, in this context, ensure research in the field of artificial intelligence. |
Course Content
| Natural and Artificial Intelligence. Intuitive Problem Resolution. Information Modeling and Predicate Logic. Logic Programming. Applicability of Expert Systems and Forensic Computing. Applicability of Artificial Neural Networks and Forensic Computing. Applicability of Genetic Algorithms and Forensic Computing. Applicability of Fuzzy Logic and Forensic Computing. Applicability of Natural Language Processing and Forensic Computing. Applicability of Audio Processing and Forensic Computing. Applicability of Image Processing and Forensic Computing. Biometry Artificial Intelligence Applications I (Face Detection). Biometry Artificial Intelligence Applications II Fingerprint). Biometry Artificial Intelligence Applications III Character Recognition, Handwriting). |
Weekly Detailed Course Contents
| Week | Subject | Related Preparation |
| 1) | Natural and Artificial Intelligence | Lecturer notes |
| 2) | Intuitive Problem Resolution | Lecturer notes |
| 3) | Information Modeling and Predicate Logic | Lecturer notes |
| 4) | Logic Programming | Lecturer notes |
| 5) | Applicability of Expert Systems and Forensic Computing | Lecturer notes |
| 6) | Applicability of Artificial Neural Networks and Forensic Computing | Lecturer notes |
| 7) | Applicability of Genetic Algorithms and Forensic Computing | Lecturer notes |
| 8) | Applicability of Fuzzy Logic and Forensic Computing | Lecturer notes |
| 9) | Applicability of Natural Language Processing and Forensic Computing | Lecturer notes |
| 10) | Applicability of Audio Processing and Forensic Computing | Lecturer notes |
| 11) | Applicability of Image Processing and Forensic Computing | Lecturer notes |
| 12) | Biometry Artificial Intelligence Applications I (Face Detection) | Lecturer notes |
| 13) | Biometry Artificial Intelligence Applications II Fingerprint) | Lecturer notes |
| 14) | Biometry Artificial Intelligence Applications III Character Recognition, Handwriting) | Lecturer notes |
Sources
| Course Notes / Textbooks: | Network Forensics, Ric Messier. 2017. Mobile Forensic Investigations: A Guide to Evidence Collection, Analysis, and Presentation. Lee Reiber, 2016. |
| References: | Ders notları |
Evaluation System
| Semester Requirements | Number of Activities | Level of Contribution |
| Attendance | 10 | % 0 |
| Homework Assignments | 4 | % 10 |
| Presentation | 1 | % 10 |
| Midterms | 1 | % 20 |
| Final | 1 | % 60 |
| Total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 40 | |
| PERCENTAGE OF FINAL WORK | % 60 | |
| Total | % 100 | |
ECTS / Workload Table
| Activities | Number of Activities | Duration (Hours) | Workload |
| Course Hours | 14 | 3 | 42 |
| Study Hours Out of Class | 14 | 12 | 168 |
| Presentations / Seminar | 2 | 3 | 6 |
| Homework Assignments | 4 | 8 | 32 |
| Midterms | 1 | 20 | 20 |
| Final | 1 | 20 | 20 |
| Total Workload | 288 | ||
Contribution of Learning Outcomes to Programme Outcomes
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution |