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What a Publication Tells You—Benefits of Narrative Information Access in Digital Libraries

Published: 20 June 2022 Publication History

Abstract

Knowledge bases allow effective access paths in digital libraries. Here users can specify their information need as graph patterns for precise searches and structured overviews (by allowing variables in queries). But especially when considering textual sources that contain narrative information, i.e., short stories of interest, harvesting statements from them to construct knowledge bases may be a serious threat to the statements' validity. A piece of information, originally stated in a coherent line of arguments, could be used in a knowledge base query processing without considering its vital context conditions. And this can lead to invalid results. That is why we argue to move towards narrative information access by considering contexts in the query processing step. In this way digital libraries can allow users to query for narrative information and supply them with valid answers. In this paper we define narrative information access, demonstrate its benefits for Covid 19 related questions, and argue on the generalizability for other domains such as political sciences.

References

[1]
Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. 2007. Dbpedia: A nucleus for a web of open data. In The semantic web. Springer, Busan, Korea, 722--735.
[2]
Alice Bérezné, David Bougon, Florence Blanc-Jouvan, Nicolas Gendron, Cecile Janssen, Michel Muller, Sébastien Bertil, Florence Desvard, Isabelle Presot, Benjamin Terrier, et al. 2021. Deterioration of vaccine-induced immune thrombotic thrombocytopenia treated by heparin and platelet transfusion: Insight from functional cytometry and serotonin release assay. Research and Practice in Thrombosis and Haemostasis 5, 6 (2021), e12572.
[3]
P. Brito-Zerón, N. Acar-Denizli, V. C. Romão, B. Armagan, R. Seror, F. Carubbi, S. Melchor, R. Priori, V. Valim, S. Retamozo, S. G. Pasoto, V. F. M. Trevisani, B. Hofauer, A. Szántó, N. Inanc, G. Hernández-Molina, A. Sebastian, E. Bartoloni, V. Devauchelle-Pensec, M. Akasbi, F. Giardina, M. Bandeira, A. Sisó-Almirall, and M. Ramos-Casals. 2021. Post-COVID-19 syndrome in patients with primary Sjögren's syndrome after acute SARS-CoV-2 infection. Clin Exp Rheumatol 39 Suppl 133, 6 (2021), 57--65.
[4]
A. B. Butnariu, A. Look, M. Grillo, T. A. Tabish, M. J. McGarvey, and M. Z. I. Pranjol. 2022. SARS-CoV-2-host cell surface interactions and potential antiviral therapies. Interface Focus 12, 1 (Feb 2022), 20200081.
[5]
Ricardo Campos, Vítor Mangaravite, Arian Pasquali, Alípio Jorge, Célia Nunes, and Adam Jatowt. 2020. YAKE! Keyword extraction from single documents using multiple local features. Information Sciences 509 (2020), 257--289.
[6]
Patrick Ernst, Amy Siu, and Gerhard Weikum. 2018. HighLife: Higher-Arity Fact Harvesting. In Proceedings of the 2018 World Wide Web Conference (Lyon, France) (WWW '18). International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, CHE, 1013--1022.
[7]
James B Freeman. 2011. Argument Structure:: Representation and Theory. Vol. 18. Springer Science & Business Media, Berlin/Heidelberg, Germany.
[8]
Halil Kilicoglu, Dongwook Shin, Marcelo Fiszman, Graciela Rosemblat, and Thomas C. Rindflesch. 2012. SemMedDB: a -scale repository of biomedical semantic predications. Bioinformatics 28, 23 (10 2012), 3158--3160.
[9]
O. H. Klungel and A. Pottegård. 2021. Strengthening international surveillance of vaccine safety. BMJ 374 (08 2021), n1994.
[10]
Hermann Kroll, Jan-Christoph Kalo, Denis Nagel, Stephan Mennicke, and Wolf-Tilo Balke. 2020. Context-Compatible Information Fusion for Scientific Knowledge Graphs. In Digital Libraries for Open Knowledge. Springer, Lyon, France, 33--47.
[11]
Hermann Kroll, Denis Nagel, and Wolf-Tilo Balke. 2020. Modeling Narrative Structures in Logical Overlays on Top of Knowledge Repositories. In Conceptual Modeling. Springer, Vienna, Austria, 250--260.
[12]
Hermann Kroll, Denis Nagel, Morris Kunz, and Wolf-Tilo Balke. 2021. Demonstrating Narrative Bindings: Linking Discourses to Knowledge Repositories. In Fourth Workshop on Narrative Extraction From Texts, Text2Story@ECIR2021 (CEUR Workshop Proceedings, Vol. 2860). CEUR-WS.org, 57--63. http://ceur-ws.org/Vol-2860/paper7.pdf
[13]
Hermann Kroll, Jan Pirklbauer, Jan-Christoph Kalo, Morris Kunz, Johannes Ruthmann, and Wolf-Tilo Balke. 2021. Narrative Query Graphs for Entity-Interaction-Aware Document Retrieval. In Towards Open and Trustworthy Digital Societies - 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Virtual Event, December 1--3, 2021, Proceedings (Lecture Notes in Computer Science, Vol. 13133). Springer, Online, 80--95.
[14]
Lisa Langnickel, Roman Baum, Johannes Darms, Sumit Madan, and Juliane Fluck. 2021. COVID-19 preVIEW: Semantic Search to Explore COVID-19 Research Preprints. In Public Health and Informatics. IOS Press, Amsterdam, the Netherlands, 78--82.
[15]
Lisa Langnickel, Johannes Darms, Roman Baum, and Juliane Fluck. 2021. preVIEW: from a fast prototype towards a sustainable semantic search system for central access to COVID-19 preprints. Journal of EAHIL 17, 3 (Sep. 2021), 8--14.
[16]
János László. 2008. The science of stories: An introduction to narrative psychology. Routledge, Oxfordshire, England, UK.
[17]
T. Lebo, S. Sahoo, and D. McGuinness. 2013. PROV-O: The PROV Ontology. https://www.w3.org/TR/prov-o/.
[18]
Frank Manola, Eric Miller, Brian McBride, et al. 2004. RDF primer. W3C recommendation 10, 1--107 (2004), 6.
[19]
John McCarthy. 1993. Notes on Formalizing Context. In Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28 - September 3, 1993. Morgan Kaufmann, Chambéry, France, 555--562. http://www-formal.stanford.edu/jmc/context3/context3.html
[20]
Denis Nagel, Till Affeldt, and Wolf-Tilo Balke. 2021. Data Narrations - Using flexible Data Bindings to support the Reproducibility of Claims in Digital Library Objects. In Proceedings of the Workshop on Digital Infrastructures for Scholarly Content Objects (DISCO 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021(JCDL 2021), Online (Due to the Global Pandemic), September 30, 2021 (CEUR Workshop Proceedings, Vol. 2976). CEUR-WS.org, Online, 19--23. http://ceur-ws.org/Vol-2976/short-2.pdf
[21]
Tim Schardelmann and Wolfgang Otto. 2018. POLLUX - von der Bedarfsanalyse zur technischen Umsetzung. Bibliotheksdienst 52, 3--4 (2018), 225--234.
[22]
K. Stoeckle, B. Witting, S. Kapadia, A. An, and K. Marks. 2022. Elevated inflammatory markers are associated with poor outcomes in COVID-19 patients treated with remdesivir. J Med Virol 94, 1 (01 2022), 384--387.
[23]
Heiko Stoermer, Ignazio Palmisano, Domenico Redavid, Luigi Iannone, Paolo Bouquet, and Giovanni Semeraro. 2006. Contextualization of a RDF Knowledge Base in the VIKEF Project. In Digital Libraries: Achievements, Challenges and Opportunities. Springer Berlin Heidelberg, Berlin, Heidelberg, 101--110.
[24]
Andon Tchechmedjiev, Pavlos Fafalios, Katarina Boland, Malo Gasquet, Matthäus Zloch, Benjamin Zapilko, Stefan Dietze, and Konstantin Todorov. 2019. ClaimsKG: A Knowledge Graph of Fact-Checked Claims. In The Semantic Web - ISWC 2019. Springer International Publishing, Cham, 309--324.
[25]
C. Thompson, H. Karunadasa, D. Varma, M. Schoenwaelder, and W. Clements. 2021. Impact of COVID vaccination rollout on the use of computed tomography venography for the assessment of cerebral venous sinus thrombosis. J Med Imaging Radiat Oncol 65, 7 (Dec 2021), 883--887.
[26]
Denny Vrandečić and Markus Krötzsch. 2014. Wikidata: a free collaborative knowledgebase. Commun. ACM 57, 10 (2014), 78--85.
[27]
Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, and et al. 2016. The FAIR Guiding Principles for scientific data management and stewardship. Scientific Data 3, 1 (15 Mar 2016), 160018.
[28]
M. Wylot, P. Cudré-Mauroux, M. Hauswirth, and P. Groth. 2017. Storing, Tracking, and Querying Provenance in Linked Data. IEEE Transactions on Knowledge and Data Engineering 29, 8 (2017), 1751--1764.

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  • (2024)Evaluating Digital Library Search Systems by Using Formal Process ModellingProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00058(1-12)Online publication date: 26-Jun-2024
  • (2024)Enriching Simple Keyword Queries for Domain-Aware Narrative RetrievalProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00029(143-154)Online publication date: 26-Jun-2024
  • (2024)Binding Data Narrations - Corroborating the Plausibility of Scientific Narratives by Open Research DataProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00028(132-142)Online publication date: 26-Jun-2024
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        cover image ACM Conferences
        JCDL '22: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries
        June 2022
        392 pages
        ISBN:9781450393454
        DOI:10.1145/3529372
        • General Chairs:
        • Akiko Aizawa,
        • Thomas Mandl,
        • Zeljko Carevic,
        • Program Chairs:
        • Annika Hinze,
        • Philipp Mayr,
        • Philipp Schaer
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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        Published: 20 June 2022

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        Author Tags

        1. digital libraries
        2. information retrieval
        3. narrative information access

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        JCDL '22 Paper Acceptance Rate 35 of 132 submissions, 27%;
        Overall Acceptance Rate 415 of 1,482 submissions, 28%

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        View all
        • (2024)Evaluating Digital Library Search Systems by Using Formal Process ModellingProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00058(1-12)Online publication date: 26-Jun-2024
        • (2024)Enriching Simple Keyword Queries for Domain-Aware Narrative RetrievalProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00029(143-154)Online publication date: 26-Jun-2024
        • (2024)Binding Data Narrations - Corroborating the Plausibility of Scientific Narratives by Open Research DataProceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries10.1109/JCDL57899.2023.00028(132-142)Online publication date: 26-Jun-2024
        • (2024)A detailed library perspective on nearly unsupervised information extraction workflows in digital librariesInternational Journal on Digital Libraries10.1007/s00799-023-00368-z25:2(401-425)Online publication date: 1-Jun-2024
        • (2023)A survey on narrative extraction from textual dataArtificial Intelligence Review10.1007/s10462-022-10338-756:8(8393-8435)Online publication date: 6-Jan-2023
        • (2023)A discovery system for narrative query graphs: entity-interaction-aware document retrievalInternational Journal on Digital Libraries10.1007/s00799-023-00356-325:1(3-24)Online publication date: 24-Apr-2023

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