Demonstrating Narrative Pattern Discovery from Biomedical Literature

August 18, 2025 Β· Declared Dead Β· πŸ› International Conference on Theory and Practice of Digital Libraries

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Authors Hermann Kroll, Pascal Sackhoff, Bill Matthias Thang, Christin Katharina Kreutz, Wolf-Tilo Balke arXiv ID 2509.09687 Category cs.IR: Information Retrieval Cross-listed cs.DL Citations 0 Venue International Conference on Theory and Practice of Digital Libraries Last Checked 4 months ago
Abstract
Digital libraries maintain extensive collections of knowledge and need to provide effective access paths for their users. For instance, PubPharm, the specialized information service for Pharmacy in Germany, provides and develops access paths to their underlying biomedical document collection. In brief, PubPharm supports traditional keyword-based search, search for chemical structures, as well as novel graph-based discovery workflows, e.g., listing or searching for interactions between different pharmaceutical entities. This paper introduces a new search functionality, called narrative pattern mining, allowing users to explore context-relevant entities and entity interactions. We performed interviews with five domain experts to verify the usefulness of our prototype.
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