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Holistic Graph-Based Representation and AI for Digital Library Management

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Linking Theory and Practice of Digital Libraries (TPDL 2022)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 13541))

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Abstract

The traditional record-based approach used in Digital Libraries has gone as far as it could. To support the needs and activities of different kinds of users, we propose a graph-based ‘holistic’ representation of DL knowledge, describing the documents’ metadata, physical aspects, content, context and lifecycle. We also propose its implementation based on a framework in which Formal Ontologies play the role of data schemas for the LPG-based DBs. This enables automated reasoning on the DL data, and we propose the use of multiple inference strategies.

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Notes

  1. 1.

    A demo is available at http://193.204.187.73:8088/GraphBRAIN/.

  2. 2.

    Concepts can be taken from standard taxonomies (e.g., WordNet [9], the Dewey Decimal Classification (DDC) system [3] or the ACM Computing Classification System (CCS) [1]). Several taxonomies can be stored, aligned and merged, also adding user-defined and/or domain-specific items.

References

  1. https://dl.acm.org/ccs

  2. https://www.openarchives.org/ore/

  3. Dewey, M.: A Classification and Subject Index for Cataloguing and Arranging the Books and Pamphlets of a Library. Amherst, Massachusetts (1876)

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  4. Ferilli, S.: Integration strategy and tool between formal ontology and graph database technology. Electronics 10, 2616 (2021)

    Article  Google Scholar 

  5. Ferilli, S., Redavid, D.: The GraphBRAIN system for knowledge graph management and advanced fruition. In: Helic, D., Leitner, G., Stettinger, M., Felfernig, A., Raś, Z.W. (eds.) ISMIS 2020. LNCS (LNAI), vol. 12117, pp. 308–317. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-59491-6_29

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  6. Ferilli, S., Redavid, D.: An ontology and knowledge graph infrastructure for digital library knowledge representation. In: Ceci, M., Ferilli, S., Poggi, A. (eds.) IRCDL 2020. CCIS, vol. 1177, pp. 47–61. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-39905-4_6

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  7. IFLA Study Group on the FRBR: functional requirements for bibliographic records - final report. Technical report, International Federation of Library Associations and Institutions (2009)

    Google Scholar 

  8. Manghi, P., et al.: The OpenAIRE research graph data model, April 2019. https://doi.org/10.5281/zenodo.2643199

  9. Miller, G.: Wordnet: a lexical database for English. Commun. ACM 38, 39–41 (1995)

    Article  Google Scholar 

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Correspondence to Stefano Ferilli .

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Ferilli, S. (2022). Holistic Graph-Based Representation and AI for Digital Library Management. In: Silvello, G., et al. Linking Theory and Practice of Digital Libraries. TPDL 2022. Lecture Notes in Computer Science, vol 13541. Springer, Cham. https://doi.org/10.1007/978-3-031-16802-4_50

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  • DOI: https://doi.org/10.1007/978-3-031-16802-4_50

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-16801-7

  • Online ISBN: 978-3-031-16802-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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