Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople

Emil Kuric; Javier David Fernandez Garcia; Olha Drozd

doi:10.1007/978-3-030-33220-4_24

Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople

Emil Kuric, Javier David Fernandez Garcia, Olha Drozd

Wirtschaftsinformatik und Gesellschaft

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

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Abstract

SPARQL enables users to access and browse knowledge graphs in a precise way. However, using SPARQL requires knowledge that many casual users lack. To counter this, specific tools have been created that enable more casual users to browse and query results. This paper evaluates and compares the most prominent techniques, QueryVOWL, SPARKLIS and the Wikidata Query Service (WQS), through a usability evaluation, using a mixed-method evaluation based on usability metrics and heuristics, containing both quantitative and qualitative data. The findings show that while WQS achieved the best results, usability problems were encountered in all tools. Key aspects for usability, extracted from the evaluation, serve as important contributions for future query builders.

Originalsprache	Englisch
Titel des Sammelwerks	Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings)
Herausgeber*innen	Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York
Erscheinungsort	Karlsruhe, Germany
Verlag	Springer
Seiten	326 - 342
ISBN (Print)	978-3-030-33219-8
DOIs	https://doi.org/10.1007/978-3-030-33220-4_24
Publikationsstatus	Veröffentlicht - 2019

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https://doi.org/10.1007/978-3-030-33220-4\_24

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Kirrane, S. (Projektleitung), Drozd, O. (Forscher*in), Fernandez Garcia, J. D. (Forscher*in), Havur, G. (Forscher*in), Polleres, A. (Forscher*in) & Spiekermann-Hoff, S. (Forscher*in)
1/01/17 → 31/12/19
Projekt: Forschungsförderung

Zitat

Kuric, E., Fernandez Garcia, J. D., & Drozd, O. (2019). Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople. in Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York (Hrsg.), Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings) (S. 326 - 342). Springer. https://doi.org/10.1007/978-3-030-33220-4_24

Kuric, Emil ; Fernandez Garcia, Javier David ; Drozd, Olha. / Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople. Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings). Hrsg. / Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York. Karlsruhe, Germany : Springer, 2019. S. 326 - 342

@inproceedings{da44a36c9ea9468cb1dfef008b6d2019,

title = "Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople",

abstract = "SPARQL enables users to access and browse knowledge graphs in a precise way. However, using SPARQL requires knowledge that many casual users lack. To counter this, specific tools have been created that enable more casual users to browse and query results. This paper evaluates and compares the most prominent techniques, QueryVOWL, SPARKLIS and the Wikidata Query Service (WQS), through a usability evaluation, using a mixed-method evaluation based on usability metrics and heuristics, containing both quantitative and qualitative data. The findings show that while WQS achieved the best results, usability problems were encountered in all tools. Key aspects for usability, extracted from the evaluation, serve as important contributions for future query builders.",

author = "Emil Kuric and {Fernandez Garcia}, {Javier David} and Olha Drozd",

year = "2019",

doi = "10.1007/978-3-030-33220-4_24",

language = "English",

isbn = "978-3-030-33219-8",

pages = "326 -- 342",

editor = "{Acosta, Maribel, Cudr{\'e}-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York}",

booktitle = "Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings)",

publisher = "Springer",

address = "Germany",

}

Kuric, E, Fernandez Garcia, JD & Drozd, O 2019, Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople. in Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York (Hrsg.), Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings). Springer, Karlsruhe, Germany, S. 326 - 342. https://doi.org/10.1007/978-3-030-33220-4_24

Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople. / Kuric, Emil; Fernandez Garcia, Javier David; Drozd, Olha.
Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings). Hrsg. / Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York. Karlsruhe, Germany: Springer, 2019. S. 326 - 342.

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

TY - GEN

T1 - Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople

AU - Kuric, Emil

AU - Fernandez Garcia, Javier David

AU - Drozd, Olha

PY - 2019

Y1 - 2019

N2 - SPARQL enables users to access and browse knowledge graphs in a precise way. However, using SPARQL requires knowledge that many casual users lack. To counter this, specific tools have been created that enable more casual users to browse and query results. This paper evaluates and compares the most prominent techniques, QueryVOWL, SPARKLIS and the Wikidata Query Service (WQS), through a usability evaluation, using a mixed-method evaluation based on usability metrics and heuristics, containing both quantitative and qualitative data. The findings show that while WQS achieved the best results, usability problems were encountered in all tools. Key aspects for usability, extracted from the evaluation, serve as important contributions for future query builders.

AB - SPARQL enables users to access and browse knowledge graphs in a precise way. However, using SPARQL requires knowledge that many casual users lack. To counter this, specific tools have been created that enable more casual users to browse and query results. This paper evaluates and compares the most prominent techniques, QueryVOWL, SPARKLIS and the Wikidata Query Service (WQS), through a usability evaluation, using a mixed-method evaluation based on usability metrics and heuristics, containing both quantitative and qualitative data. The findings show that while WQS achieved the best results, usability problems were encountered in all tools. Key aspects for usability, extracted from the evaluation, serve as important contributions for future query builders.

UR - https://doi.org/10.1007/978-3-030-33220-4\_24

U2 - 10.1007/978-3-030-33220-4_24

DO - 10.1007/978-3-030-33220-4_24

M3 - Contribution to conference proceedings

SN - 978-3-030-33219-8

SP - 326

EP - 342

BT - Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings)

A2 - Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York, null

PB - Springer

CY - Karlsruhe, Germany

ER -

Kuric E, Fernandez Garcia JD, Drozd O. Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople. in Acosta, Maribel, Cudré-Mauroux, Philippe, Maleshkova, Maria, Pellegrini, Tassilo, Sack, Harald, Sure-Vetter, York, Hrsg., Semantic Systems. The Power of AI and Knowledge Graphs (15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings). Karlsruhe, Germany: Springer. 2019. S. 326 - 342 doi: 10.1007/978-3-030-33220-4_24

Knowledge Graph Exploration: A Usability Evaluation of Query Builders for Laypeople

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