Disputation von Jakob Smedegard Andersen am 19.07.2024, 14:00 Uhr
19. Juli 2024, von Reinhard Zierke
Einladung zur hochschulöffentlichen Disputation im Rahmen des Promotionsverfahrens von Jakob Smedegard Andersen
Titel der Dissertation: More Applicable Text Classification with Human-in-the-Loop: Patterns, Frameworks, and Tools
The applicability of text classifiers is limited by inherent uncertainties and potential performance gaps. This thesis explores the human-in-the-loop (HiL) paradigm to improve the applicability of machine learning (ML)-based text classification systems by effectively incorporating human expertise into the ML loop. The thesis proposes a pattern catalog to provide best practices to assist software engineers in designing HiL systems, novel frameworks to address common applicability challenges, as well as REM, a visual tool for the real-time moderation of online forums.
The presentation will be given in English.
Datum und Uhrzeit: Freitag, 19. Juli 2024 um 14:00 Uhr
Ort: Informatikum, Raum D-220
Betreuer: Prof. Dr. Walid Maalej, Prof. Dr. Olaf Zukunft
Prof. Dr. Matthias Rarey
Vorsitzender des Fachpromotionsausschusses Informatik