Frederik S. Bäumer

According to our database, Frederik S. Bäumer authored at least 38 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together.

Frederik Simon Bäumer, Sergej Schultenkämper, Michaela Geierhos, Yeong Su Lee

SN Comput. Sci., December, 2024

Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets.

Sergej Schultenkämper, Frederik Simon Bäumer

Proceedings of the Innovations for Community Services - 24th International Conference, 2024

Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen.

Frederik Simon Bäumer, Hans Brandt-Pook, André Matutat, Falk Maoro, David Pelkmann, Sergej Schultenkämper

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

2023

Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins.

Sergej Schultenkämper, Frederik Simon Bäumer

Proceedings of the Information and Software Technologies - 29th International Conference, 2023

Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation.

Bastian Sirvend, Alexander Stahlkopf, Frederik S. Bäumer

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung vonKI-ProjekteninKMUs.

Frederik S. Bäumer, Hans Brandt-Pook, Falk Maoro, Sergej Schultenkämper, Benjamin Stecker

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.

Sergej Schultenkämper, Frederik S. Bäumer, Benjamin Bellgrau, Yeong Su Lee, Michaela Geierhos

Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2023 Workshops, 2023

2022

The Only Link You'll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching.

Sergej Denisov, Frederik S. Bäumer

Proceedings of the Information and Software Technologies - 28th International Conference, 2022

Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.

Matthew Caron, Frederik Simon Bäumer, Oliver Müller

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Die Unterstützung der Arbeit auf der Rechtsantragstelle durch Chatbots: Vorstellung der Ergebnisse einer Machbarkeitsstudie.

Daniel Antonius Hötte, Frederik Simon Bäumer, Isabelle Désirée Biallaß, Michael Sommerfeld

Comput. und Recht, 2021

How to Improve E-commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets.

Sergej Denisov, Frederik Simon Bäumer

Proceedings of the Information and Software Technologies - 27th International Conference, 2021

2020

Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.

Frederik Simon Bäumer, Joschka Kersting, Bianca Buff, Michaela Geierhos

Proceedings of the Information and Software Technologies - 26th International Conference, 2020

2019

Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.

Frederik Simon Bäumer, Joschka Kersting, Michaela Geierhos

Comput., 2019

In Reviews We Trust: But Should We? Experiences with Physician Review Websites.

Joschka Kersting, Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the 4th International Conference on Internet of Things, 2019

Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen.

Frederik Simon Bäumer, Bianca Buff, Michaela Geierhos

Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer's Openness.

Frederik Simon Bäumer, Bianca Buff

Proceedings of the 8th International Conference on Data Science, 2019

2018

CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.

Edwin Friesen, Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

Back to Basics: Extracting Software Requirements with a Syntactic Approach.

Matthew Caron, Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.

Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.

Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Natural Language Processing and Information Systems, 2018

Rate Your Physician: Findings from a Lithuanian Physician Rating Website.

Frederik Simon Bäumer, Joschka Kersting, Vytautas Kurselis, Michaela Geierhos

Proceedings of the Information and Software Technologies - 24th International Conference, 2018

NLP in OTF Computing: Current Approaches and Open Challenges.

Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Information and Software Technologies - 24th International Conference, 2018

Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.

Frederik Simon Bäumer, Joschka Kersting, Matthias Orlikowski, Michaela Geierhos

Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), 2018

Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.

Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen = Indicator-based detection and compensation of inaccurate and incompletely described software requirements.

Frederik Simon Bäumer

PhD thesis, 2017

Studying software descriptions in SourceForge and app stores for a better understanding of real-life requirements.

Frederik Simon Bäumer, Markus Dollmann, Michaela Geierhos

Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, 2017

From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.

Lorijn van Rooijen, Frederik Simon Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, Gregor Engels

Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.

Frederik Simon Bäumer, Nicolai Grote, Joschka Kersting, Michaela Geierhos

Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

2016

How to Complete Customer Requirements - Using Concept Expansion for Requirement Refinement.

Michaela Geierhos, Frederik Simon Bäumer

Proceedings of the Natural Language Processing and Information Systems, 2016

Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.

Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

2015

Filtering Reviews by Random Individual Error.

Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Valentina Stuß

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.

Frederik Simon Bäumer, Michaela Geierhos, Sabine Schulze

Proceedings of the Information and Software Technologies - 21st International Conference, 2015

What Did You Mean? - Facing the Challenges of User-generated Software Requirements.

Michaela Geierhos, Sabine Schulze, Frederik Simon Bäumer

Proceedings of the ICAART 2015, 2015

Find a Physician by Matching Medical Needs Described in your Own Words.

Frederik Simon Bäumer, Markus Dollmann, Michaela Geierhos

Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

"I grade what I get but write what I think." Inconsistency Analysis in Patients' Reviews.

Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Valentina Stuß

Proceedings of the 23rd European Conference on Information Systems, 2015

Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.

Michaela Geierhos, Frederik Simon Bäumer

Proceedings of the 2. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2015

Understanding the Patient 2.0 - Gaining Insight into Patients' Rating Behavior by User-Generated Physician Review Mining.

Michaela Geierhos, Frederik Simon Bäumer, Sabine Schulze, Caterina Klotz

Proceedings of the Modeling and Using Context, 2015

2014

Linked Open Data System for Scientific Data Sets.

Frederik Simon Bäumer, Jangwon Gim, Do-Heon Jeong, Michaela Geierhos, Hanmin Jung

Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) co-located with Konvens 2014, 2014