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Home / Proceedings / Proceedings of the International AAAI Conference on Web and Social Media

Improving Wikidata with Student-Generated Concept Maps

February 1, 2023

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Authors

Hayden Freedman,André van der Hoek,Bill Tomlinson

University of California Irvine,University of California Irvine,University of California, Irvine


DOI:

10.1609/icwsm.v16i1.19285


Abstract:

Wikidata is a publicly available, crowdsourced knowledge base that contains interlinked concepts structured for use by intelligent systems. While Wikidata has experienced rapid growth, it is far from complete and faces challenges that prevent it from being used to its full potential. In this paper, we propose a novel method for improving Wikidata by engaging undergraduate students to contribute previously missing knowledge via concept mapping assignments. Rather than allow students to edit Wikidata directly, we describe a workflow in which knowledge is constructed by students and then reviewed by an expert. We present a case study in which we deployed a workflow in a large undergraduate course about sustainability, and find that it was able to contribute a substantial number of high quality statements that persisted in and contributed previously missing knowledge to Wikidata. This work provides a preliminary workflow for improving Wikidata based on classroom assignments, as well as recommendations for how future educational projects could continue to improve Wikidata or other public knowledge bases.

Topics: ICWSM

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HOW TO CITE:

Hayden Freedman,André van der Hoek,Bill Tomlinson Improving Wikidata with Student-Generated Concept Maps Proceedings of the International AAAI Conference on Web and Social Media (2022) 205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson Improving Wikidata with Student-Generated Concept Maps ICWSM 2022, 205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson (2022). Improving Wikidata with Student-Generated Concept Maps. Proceedings of the International AAAI Conference on Web and Social Media, 205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson. Improving Wikidata with Student-Generated Concept Maps. Proceedings of the International AAAI Conference on Web and Social Media 2022 p.205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson. 2022. Improving Wikidata with Student-Generated Concept Maps. "Proceedings of the International AAAI Conference on Web and Social Media". 205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson. (2022) "Improving Wikidata with Student-Generated Concept Maps", Proceedings of the International AAAI Conference on Web and Social Media, p.205-215

Hayden Freedman,André van der Hoek,Bill Tomlinson, "Improving Wikidata with Student-Generated Concept Maps", ICWSM, p.205-215, 2022.

Hayden Freedman,André van der Hoek,Bill Tomlinson. "Improving Wikidata with Student-Generated Concept Maps". Proceedings of the International AAAI Conference on Web and Social Media, 2022, p.205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson. "Improving Wikidata with Student-Generated Concept Maps". Proceedings of the International AAAI Conference on Web and Social Media, (2022): 205-215.

Hayden Freedman,André van der Hoek,Bill Tomlinson. Improving Wikidata with Student-Generated Concept Maps. ICWSM[Internet]. 2022[cited 2023]; 205-215.


ISSN: 2334-0770


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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