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Dr. rer. nat. Heiko Maus

Organizational unit Smart Data & Knowledge Services
Contact +49 631 20575 1110 (Kaiserslautern)

http://www.dfki.uni-kl.de/~maus/
Address (Kaiserslautern) Trippstadter Straße 122D-67663 Kaiserslautern

Publications

Enhancing Entity Recommendation for Personal Information Assistance Using LLM-based Adaptive Relevance Prediction

Mahta Bakhshizadeh; Heiko Maus; Andreas Dengel

In: Information Management. International Conference on Information Management (ICIM-2025), located at 11th International Conference on Information Management, March 28-30, London, United Kingdom, Springer CCIS series Conference Proceedings, 3/2025.

To the publication

Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data

Mahta Bakhshizadeh; Heiko Maus; Andreas Dengel

In: Proceedings of the 18th ACM Conference on Recommender Systems. ACM Recommender Systems (RecSys-2024), located at 18th ACM Conference on Recommender Systems, October 14-18, Bari, Italy, RecSys '24, ISBN 9798400705052, Association for Computing Machinery, 10/2024.

To the publication

Towards Context-aware Recommender Systems for Supporting Knowledge Workers in Personal and Corporate Information Space

Mahta Bakhshizadeh; Christian Jilek; Heiko Maus; Andreas Dengel

In: Workshop Proceedings of INFORMATIK 2024. AI@WORK Workshop (AI@WORK-2024), located at INFORMATIK Festival 2024, September 24, Wiesbaden, Germany, Gesellschaft für Informatik (GI), 9/2024.

To the publication
All publications

Profile

  • TL Cybermapping

    TransferLab Cybermapping

    Cooperation between DFKI and Deutsche Bundesbank in a transfer lab on various topics in the financial sector, e.g. the detection of errors and anomalies in financial supervisory data, the analysis of…

  • myRPA

    Experience-based Robotic Process Automation for Knowledge-based Personal Assistants

    Robotic Process Automation (RPA) enables further automation of processes across existing systems. As RPA can act like humans and thus is able to read, transfer, and enter data in graphical user…

  • SensAI

    Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

    Potentials

    Knowledge Graphs (KGs) get an increased interest in research and industry to represent data, information and knowledge from various sources in ontology-based graph structures. In addition,…

    SensAI

  • CoMem

    Corporate Memory

    CoMem is an ecosystem based on evolving knowledge graphs integrating information silos and legacy systems as well as (personal) information sources of knowledge workers and their teams. The ecosystem…

    CoMem

  • Managed Forgetting

    Sustaining Grass-roots Organizational Memories: Foundations and Methods of Managed Forgetting for Knowledge Workers

    Introducing ‘forgetting’ into organizational knowledge management methods and practices promises to help overcome information overload and to ease focusing on and refinding the really important…

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