Module Number INFO-4271 |
Module Title Modern Search Engines |
Lecture Type(s) Lecture, Tutorial |
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ECTS | 6 | |
Work load - Contact time - Self study |
Workload:
180 h Class time:
60 h / 4 SWS Self study:
120 h |
|
Duration | 1 Semester | |
Frequency | In the summer semester | |
Language of instruction | English | |
Type of Exam | Final Project Presentation and Report |
|
Content | Search engines are the main interface between people and humankind's massive globally distributed repositories of knowledge. In this practice-focused course, we will review information retrieval basics such as web crawling, content indexing, index compression, query processing, and result ranking, before moving on to advanced techniques for personalization, (dense) neural retrieval, and stochastic ranking. The capstone to this class will be a practical project in which students design and build their own search engines that will be evaluated in a retrieval competition. |
|
Objectives | In this project-oriented practical course, students learn how to design and implement modern search engines. |
|
Allocation of credits / grading |
Type of Class
Status
SWS
Credits
Type of Exam
Exam duration
Evaluation
Calculation
of Module (%) |
|
Prerequisite for participation | There are no specific prerequisites. | |
Lecturer / Other | Eickhoff | |
Literature | Verwendete Programmiersprache: Python. |
|
Last offered | unknown | |
Planned for | Sommersemester 2024 | |
Assigned Study Areas | INFO-INFO, INFO-PRAK, MEDI-APPL, MEDI-INFO, MEDI-MEDI, MEDI-WEB, ML-CS |