Narrative Information Access for a Precise and Structured Literature Search

Authors

DOI:

https://doi.org/10.5282/o-bib/5730

Keywords:

Narratives, Information Retrieval, Digital Library, Narrative Service

Abstract

The essential component of scientific discourse is the publication of knowledge in stringent lines of arguments. Digital libraries curate these publications in extensive collections and must provide effective access paths to them. However, searching for arguments with keywords is often not precise enough.

In close cooperation between the University Library and the Institute for Information Systems at the Technische Universität Braunschweig, a narrative service is being developed in the Specialized Information Service Pharmacy (in German Fachinformationsdienst Pharmazie) to provide a precise and variable-based search for targeted lines of arguments in scientific literature. The service will be integrated into the central service - the drug-centered search platform PubPharm (www.pubpharm.de).

The narrative service offers a precise search for lines of arguments by allowing users to formulate their queries as relationships between pharmaceutical entities (such as active ingredients, diseases, targets). For example, pharmaceutical mechanisms can be formulated and precisely searched. In addition, the service supports placeholders in the queries that allow users to explore their research field. For example, the service can visualize all drug-disease relationships with associated literature in a structured representation. The narrative service requires a pre-processing of documents, i.e., annotating pharmaceutical entities and extracting relationships between them. The pharmaceutical community is currently evaluating the narrative service. In this paper, we present the technique of our narrative service and discuss its transferability to other domains of various disciplines.

References

Banko, Michele; Cafarella, Michael J.; Soderland, Stephen; Broadhead, Matthew; Etzioni, Oren: Open Information Extraction from the Web. In: IJCAI, 2007, pp. 2670–2676. Online: http://ijcai.org/Proceedings/07/Papers/429.pdf, last accessed 27.08.2021.

Draheim, Christina; Keßler, Kristof; Wawrzinek, Janus; Wulle, Stefan: Die Rechercheplattform PubPharm. In: GMS Medizin - Bibliothek – Information 19 (3), 2019. Online: https://dx.doi.org/10.3205/mbi000448.

Keßler, Kristof; Kroll, Hermann; Wawrzinek, Janus; Draheim, Christina; Wulle, Stefan; Stump, Katrin; Balke, Wolf-Tilo: PubPharm. Gemeinsam von der informationswissenschaftlichen Grundlagenforschung zum nachhaltigen Service. In: ABI Technik 39 (4), 2019, pp. 282–294. Online: https://doi.org/10.1515/abitech-2019-4005.

Kroll, Hermann; Kalo, Jan-Christoph; Nagel, Denis; Mennicke, Stephan; Balke, Wolf-Tilo: Context-Compatible Information Fusion for Scientific Knowledge Graphs. In: International Conference on Theory and Practice of Digital Libraries. Springer, Cham, 2020, pp. 33–47. Online: https://link.springer.com/chapter/10.1007/978-3-030-54956-5_3, last accessed 25.08.2021.

Kroll, Hermann; Nagel, Denis; Balke, Wolf-Tilo: Modeling Narrative Structures in Logical Overlays on Top of Knowledge Repositories. In: International Conference on Conceptual Modeling. Springer, Cham, 2020, pp. 250–260. Online: https://link.springer.com/chapter/10.1007/978-3-030-62522-1_18, last accessed 25.08.2021.

Kroll, Hermann; Pirklbauer, Jan; Balke, Wolf-Tilo: A Toolbox for the Nearly-Unsupervised Construction of Digital Library Knowledge Graphs. In: ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021.

Kroll, Hermann; Pirklbauer, Jan, Kalo; Jan-Christoph; Kunz, Morris; Ruthmann, Johannes; Balke, Wolf-Tilo: Narrative Query Graphs for Entity-Interaction-Aware Document Retrieval. In: The 23rd International Conference on Asia-Pacific Digital Libraries (ICADL), 2021.

Mikolov, Tomas; Chen, Kai; Corrado, Greg; Dean, Jeffrey: Efficient estimation of word representations in vector space. In: ICLR Workshop, 2013. Online: https://arxiv.org/abs/1301.3781, last accessed 27.08.2021.

Qi, Peng; Zhang, Yuhao; Zhang, Yuhui; Bolton, Jason; Manning, Christopher D.: Stanza. A Python Natural Language Processing Toolkit for Many Human Languages. In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations. ACL, 2020, pp. 101–108. Online: http://dx.doi.org/10.18653/v1/2020.acl-demos.14.

Vrandečić, Denny; Krötzsch, Markus: Wikidata. A free collaborative knowledgebase. In: Communications of the ACM 57 (10), 2014, pp. 78–85. Online: http://dx.doi.org/10.1145/2629489.

Published

2021-11-30

Issue

Section

Conference proceedings

How to Cite

Narrative Information Access for a Precise and Structured Literature Search. (2021). O-Bib. Das Offene Bibliotheksjournal Herausgeber VDB, 8(4), 1-13. https://doi.org/10.5282/o-bib/5730