Frederik Simon Bäumer

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Venues

University of Paderborn, Germany (PHD)

Education History

University of Paderborn, Germany

PHD

Publications

Sergej Schultenkämper, Frederik Simon Bäumer
Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets. I4CS (2024)
Sergej Schultenkämper, Frederik Simon Bäumer
Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins. ICIST (2023)
Matthew Caron, Frederik Simon Bäumer, Oliver Müller
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. HICSS (2022)
Sergej Denisov, Frederik Simon Bäumer
How to Improve E-commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets. ICIST (2021)
Daniel Antonius Hötte, Frederik Simon Bäumer, Isabelle Désirée Biallaß, Michael Sommerfeld
Die Unterstützung der Arbeit auf der Rechtsantragstelle durch Chatbots: Vorstellung der Ergebnisse einer Machbarkeitsstudie. Comput. und Recht 37 (11) (2021)
Frederik Simon Bäumer, Joschka Kersting, Bianca Buff, Michaela Geierhos
Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging. ICIST (2020)
Joschka Kersting, Frederik Simon Bäumer, Michaela Geierhos
In Reviews We Trust: But Should We? Experiences with Physician Review Websites. IoTBDS (2019)
Frederik Simon Bäumer, Joschka Kersting, Michaela Geierhos
Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. Comput. 8 (1) (2019)
Frederik Simon Bäumer, Bianca Buff
How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer's Openness. DATA (2019)
Frederik Simon Bäumer, Bianca Buff, Michaela Geierhos
Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen. DHd (2019)
Frederik Simon Bäumer, Michaela Geierhos
How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. NLDB (2018)
Frederik Simon Bäumer, Joschka Kersting, Vytautas Kurselis, Michaela Geierhos
Rate Your Physician: Findings from a Lithuanian Physician Rating Website. ICIST (2018)
Frederik Simon Bäumer, Michaela Geierhos
NLP in OTF Computing: Current Approaches and Open Challenges. ICIST (2018)
Frederik Simon Bäumer, Michaela Geierhos
How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas. REFSQ Workshops (2018)
Frederik Simon Bäumer, Michaela Geierhos
Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines. HICSS (2018)
Edwin Friesen, Frederik Simon Bäumer, Michaela Geierhos
CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface. REFSQ Workshops (2018)
Matthew Caron, Frederik Simon Bäumer, Michaela Geierhos
Back to Basics: Extracting Software Requirements with a Syntactic Approach. REFSQ Workshops (2018)
Frederik Simon Bäumer, Joschka Kersting, Matthias Orlikowski, Michaela Geierhos
Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews. SEMANTiCS Posters&Demos (2018)
Frederik Simon Bäumer, Markus Dollmann, Michaela Geierhos
Studying software descriptions in SourceForge and app stores for a better understanding of real-life requirements. WAMA@ESEC/SIGSOFT FSE (2017)
Lorijn van Rooijen, Frederik Simon Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, Gregor Engels
From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. RE Workshops (2017)
Frederik Simon Bäumer, Nicolai Grote, Joschka Kersting, Michaela Geierhos
Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews. ICIST (2017)
Michaela Geierhos, Frederik Simon Bäumer
How to Complete Customer Requirements - Using Concept Expansion for Requirement Refinement. NLDB (2016)
Frederik Simon Bäumer, Michaela Geierhos
Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions. ICIST (2016)
Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Valentina Stuß
"I grade what I get but write what I think." Inconsistency Analysis in Patients' Reviews. ECIS (2015)
Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Caterina Klotz
Understanding the Patient 2.0 - Gaining Insight into Patients' Rating Behavior by User-Generated Physician Review Mining. CONTEXT (2015)
Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Valentina Stuß
Filtering Reviews by Random Individual Error. IEA/AIE (2015)
Michaela Geierhos, Frederik Simon Bäumer
Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen. DHd (2015)
Frederik Simon Bäumer, Michaela Geierhos, Sabine Schulze
A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews. ICIST (2015)
Frederik Simon Bäumer, Markus Dollmann, Michaela Geierhos
Find a Physician by Matching Medical Needs Described in your Own Words. EUSPN/ICTH (2015)
Michaela Geierhos, Sabine Schulze, Frederik Simon Bäumer
What Did You Mean? - Facing the Challenges of User-generated Software Requirements. ICAART (1) (2015)
Frederik Simon Bäumer, Jangwon Gim, Do-Heon Jeong, Michaela Geierhos, Hanmin Jung
Linked Open Data System for Scientific Data Sets. IPaMin@KONVENS (2014)

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Publication Activity (10 Years)

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Frederik Simon Bäumer