معرفی
Mandy Goram is a researcher at FernUniversität in Hagen affiliated with the Faculty of Mathematics and Computer Science and Cooperative Systems research group. She holds an M.Sc. in Practical Computer Science and B.Sc. in Business Information Systems from the same institution and has lectured at Informatica Feminale summer school since 2015.
Her educational background includes:
- M.Sc. in Practical Computer Science specializing in Humans and Computers, Recommender Systems, and Intelligent Assistants
- B.Sc. in Business Information Systems specializing in Human-Computer Interaction and Database Systems
- Germany Scholarship recipient
Goram's research centers on adaptive personalized learning environments (APLE project) supporting self-regulation in distance education. She develops context-based adaptive assistance systems using machine learning, NLP, and information extraction while prioritizing GDPR compliance. Her work bridges AI, multi-agent systems, and human-computer interaction with applications in conversational interfaces and learning analytics.
Analysis of her 11 publications (2013-2020) reveals consistent focus on context-aware adaptive systems integrating legal requirements, particularly GDPR. Key trends include explainable AI for educational settings, privacy-preserving collaboration environments, and practical applications in business intelligence and customer experience management across insurance and banking sectors.
No scientific awards were documented in the source material.
She has supervised three theses: Stefan Walter's 2021 Master's on GDPR-compliant conversation partner identification, Yannik Worthmann's 2020 Bachelor's on context-based learning materials under GDPR, and Arda Treijner's 2019 Bachelor's on user data tracking for meinDorf55+. Goram leads the ongoing APLE project funded by FernUniversität Hagen's Research Focus DDLL with a 36-month duration.
As part of the Cooperative Systems research group, she collaborates with Dirk Veiel on context-based adaptive systems emphasizing 'Compliance by Design' principles. Her work integrates technical innovation with regulatory frameworks through multi-agent architectures and deep learning applications.
