SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandBeitrag in Buch/SammelwerkForschungPeer-Review

Autoren

  • Emetis Niazmand
  • Maria-Esther Vidal

Organisationseinheiten

Externe Organisationen

  • Technische Informationsbibliothek (TIB) Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des Sammelwerks The Semantic Web
UntertitelESWC 2023 Satellite Events
Herausgeber/-innenCatia Pesquita, Hala Skaf-Molli, Vasilis Efthymiou, Sabrina Kirrane, Axel Ngonga, Diego Collarana, Renato Cerqueira, Mehwish Alam, Cassia Trojahn, Sven Hertling
Seiten48-53
Seitenumfang6
ISBN (elektronisch)978-3-031-43458-7
PublikationsstatusVeröffentlicht - 2023

Publikationsreihe

NameLecture Notes in Computer Science
Band13998
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Abstract

This demo paper presents SAP-KG, a knowledge graph agnostic tool, to illustrate the benefits of identifying the synonym predicates that provide complementary information; they are used for query rewriting to enhance query answer completeness. SAP-KG proposed a metric to compute the percentage of overlap between pairs of synonym predicate candidates and capture the most similar ones which can complement each other. We present a query processing technique that put in perspective the role of synonym predicates in query answer completeness. The demo code is available online in (https://github.com/SDM-TIB/SAP-KG-ESWC2023Demo) and can be run at (https://mybinder.org/v2/gh/SDM-TIB/SAP-KG-ESWC2023Demo/main?labpath=SAP-KG.ipynb).

ASJC Scopus Sachgebiete

Zitieren

SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs. / Niazmand, Emetis; Vidal, Maria-Esther.
The Semantic Web: ESWC 2023 Satellite Events. Hrsg. / Catia Pesquita; Hala Skaf-Molli; Vasilis Efthymiou; Sabrina Kirrane; Axel Ngonga; Diego Collarana; Renato Cerqueira; Mehwish Alam; Cassia Trojahn; Sven Hertling. 2023. S. 48-53 (Lecture Notes in Computer Science; Band 13998).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandBeitrag in Buch/SammelwerkForschungPeer-Review

Niazmand, E & Vidal, M-E 2023, SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs. in C Pesquita, H Skaf-Molli, V Efthymiou, S Kirrane, A Ngonga, D Collarana, R Cerqueira, M Alam, C Trojahn & S Hertling (Hrsg.), The Semantic Web: ESWC 2023 Satellite Events. Lecture Notes in Computer Science, Bd. 13998, S. 48-53. https://doi.org/10.1007/978-3-031-43458-7_9
Niazmand, E., & Vidal, M.-E. (2023). SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs. In C. Pesquita, H. Skaf-Molli, V. Efthymiou, S. Kirrane, A. Ngonga, D. Collarana, R. Cerqueira, M. Alam, C. Trojahn, & S. Hertling (Hrsg.), The Semantic Web: ESWC 2023 Satellite Events (S. 48-53). (Lecture Notes in Computer Science; Band 13998). https://doi.org/10.1007/978-3-031-43458-7_9
Niazmand E, Vidal ME. SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs. in Pesquita C, Skaf-Molli H, Efthymiou V, Kirrane S, Ngonga A, Collarana D, Cerqueira R, Alam M, Trojahn C, Hertling S, Hrsg., The Semantic Web: ESWC 2023 Satellite Events. 2023. S. 48-53. (Lecture Notes in Computer Science). Epub 2023 Okt 21. doi: 10.1007/978-3-031-43458-7_9
Niazmand, Emetis ; Vidal, Maria-Esther. / SAP-KG : Synonym Predicate Analyzer Across Multiple Knowledge Graphs. The Semantic Web: ESWC 2023 Satellite Events. Hrsg. / Catia Pesquita ; Hala Skaf-Molli ; Vasilis Efthymiou ; Sabrina Kirrane ; Axel Ngonga ; Diego Collarana ; Renato Cerqueira ; Mehwish Alam ; Cassia Trojahn ; Sven Hertling. 2023. S. 48-53 (Lecture Notes in Computer Science).
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abstract = "This demo paper presents SAP-KG, a knowledge graph agnostic tool, to illustrate the benefits of identifying the synonym predicates that provide complementary information; they are used for query rewriting to enhance query answer completeness. SAP-KG proposed a metric to compute the percentage of overlap between pairs of synonym predicate candidates and capture the most similar ones which can complement each other. We present a query processing technique that put in perspective the role of synonym predicates in query answer completeness. The demo code is available online in (https://github.com/SDM-TIB/SAP-KG-ESWC2023Demo) and can be run at (https://mybinder.org/v2/gh/SDM-TIB/SAP-KG-ESWC2023Demo/main?labpath=SAP-KG.ipynb).",
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author = "Emetis Niazmand and Maria-Esther Vidal",
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T2 - Synonym Predicate Analyzer Across Multiple Knowledge Graphs

AU - Niazmand, Emetis

AU - Vidal, Maria-Esther

N1 - Funding Information: This work has been supported by the EU H2020 RIA project CLARIFY (GA No. 875160) and the project TrustKG-Transforming Data in Trustable Insights with grant P99/2020.

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KW - Query Answer Completeness

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A2 - Cerqueira, Renato

A2 - Alam, Mehwish

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