Enriching Scholarly Knowledge with Context

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

Research Organisations

External Research Organisations

  • German National Library of Science and Technology (TIB)
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Details

Original languageEnglish
Title of host publicationWeb Engineering - 22nd International Conference, ICWE 2022, Proceedings
EditorsTommaso Di Noia, In-Young Ko, Markus Schedl, Carmelo Ardito
PublisherSpringer Science and Business Media Deutschland GmbH
Pages148-161
Number of pages14
ISBN (electronic)978-3-031-09917-5
ISBN (print)9783031099168
Publication statusPublished - 2022
Event22nd International Conference on Web Engineering, ICWE 2022 - Bari, Italy
Duration: 5 Jul 20228 Jul 2022

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13362 LNCS
ISSN (Print)0302-9743
ISSN (electronic)1611-3349

Abstract

Leveraging a GraphQL-based federated query service that integrates multiple scholarly communication infrastructures (specifically, DataCite, ORCID, ROR, OpenAIRE, Semantic Scholar, Wikidata and Altmetric), we develop a novel web widget based approach for the presentation of scholarly knowledge with rich contextual information. We implement the proposed approach in the Open Research Knowledge Graph (ORKG) and showcase it on three kinds of widgets. First, we devise a widget for the ORKG paper view that presents contextual information about related datasets, software, project information, topics, and metrics. Second, we extend the ORKG contributor profile view with contextual information including authored articles, developed software, linked projects, and research interests. Third, we advance ORKG comparison faceted search by introducing contextual facets (e.g. citations). As a result, the devised approach enables presenting ORKG scholarly knowledge flexibly enriched with contextual information sourced in a federated manner from numerous technologically heterogeneous scholarly communication infrastructures.

Keywords

    Federated querying, Information enrichment, Knowledge graphs, Scholarly communication infrastructures, Scholarly knowledge

ASJC Scopus subject areas

Cite this

Enriching Scholarly Knowledge with Context. / Haris, Muhammad; Stocker, Markus; Auer, Sören.
Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. ed. / Tommaso Di Noia; In-Young Ko; Markus Schedl; Carmelo Ardito. Springer Science and Business Media Deutschland GmbH, 2022. p. 148-161 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13362 LNCS).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Haris, M, Stocker, M & Auer, S 2022, Enriching Scholarly Knowledge with Context. in T Di Noia, I-Y Ko, M Schedl & C Ardito (eds), Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13362 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 148-161, 22nd International Conference on Web Engineering, ICWE 2022, Bari, Italy, 5 Jul 2022. https://doi.org/10.48550/arXiv.2203.14617, https://doi.org/10.1007/978-3-031-09917-5_10
Haris, M., Stocker, M., & Auer, S. (2022). Enriching Scholarly Knowledge with Context. In T. Di Noia, I.-Y. Ko, M. Schedl, & C. Ardito (Eds.), Web Engineering - 22nd International Conference, ICWE 2022, Proceedings (pp. 148-161). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13362 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.48550/arXiv.2203.14617, https://doi.org/10.1007/978-3-031-09917-5_10
Haris M, Stocker M, Auer S. Enriching Scholarly Knowledge with Context. In Di Noia T, Ko IY, Schedl M, Ardito C, editors, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 148-161. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2022 Jul 1. doi: 10.48550/arXiv.2203.14617, 10.1007/978-3-031-09917-5_10
Haris, Muhammad ; Stocker, Markus ; Auer, Sören. / Enriching Scholarly Knowledge with Context. Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. editor / Tommaso Di Noia ; In-Young Ko ; Markus Schedl ; Carmelo Ardito. Springer Science and Business Media Deutschland GmbH, 2022. pp. 148-161 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Download
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abstract = "Leveraging a GraphQL-based federated query service that integrates multiple scholarly communication infrastructures (specifically, DataCite, ORCID, ROR, OpenAIRE, Semantic Scholar, Wikidata and Altmetric), we develop a novel web widget based approach for the presentation of scholarly knowledge with rich contextual information. We implement the proposed approach in the Open Research Knowledge Graph (ORKG) and showcase it on three kinds of widgets. First, we devise a widget for the ORKG paper view that presents contextual information about related datasets, software, project information, topics, and metrics. Second, we extend the ORKG contributor profile view with contextual information including authored articles, developed software, linked projects, and research interests. Third, we advance ORKG comparison faceted search by introducing contextual facets (e.g. citations). As a result, the devised approach enables presenting ORKG scholarly knowledge flexibly enriched with contextual information sourced in a federated manner from numerous technologically heterogeneous scholarly communication infrastructures.",
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author = "Muhammad Haris and Markus Stocker and S{\"o}ren Auer",
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AU - Stocker, Markus

AU - Auer, Sören

N1 - Funding Information: This work was co-funded by the European Research Council for the project ScienceGRAPH (Grant agreement ID: 819536) and TIB–Leibniz Information Centre for Science and Technology.

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N2 - Leveraging a GraphQL-based federated query service that integrates multiple scholarly communication infrastructures (specifically, DataCite, ORCID, ROR, OpenAIRE, Semantic Scholar, Wikidata and Altmetric), we develop a novel web widget based approach for the presentation of scholarly knowledge with rich contextual information. We implement the proposed approach in the Open Research Knowledge Graph (ORKG) and showcase it on three kinds of widgets. First, we devise a widget for the ORKG paper view that presents contextual information about related datasets, software, project information, topics, and metrics. Second, we extend the ORKG contributor profile view with contextual information including authored articles, developed software, linked projects, and research interests. Third, we advance ORKG comparison faceted search by introducing contextual facets (e.g. citations). As a result, the devised approach enables presenting ORKG scholarly knowledge flexibly enriched with contextual information sourced in a federated manner from numerous technologically heterogeneous scholarly communication infrastructures.

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