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The difficulty is that they have no means to distinguish cases where incomplete entities could and should be fixed. We present a new visualization tool: The Missing Path, to support them in identifying coherent subsets of entities that can be repaired. It relies on a map, grouping entities according to their incomplete profile. The map is coordinated with histograms and stacked charts to support interactive exploration and analysis; the summary of a subset can be compared with the one of the full collection to reveal its distinctive features. We conduct an iterative design process and evaluation with nine Wikidata contributors. Participants gain insights and find various strategies to identify coherent subsets to be fixed.<\/jats:p>","DOI":"10.1177\/1473871621991539","type":"journal-article","created":{"date-parts":[[2021,2,22]],"date-time":"2021-02-22T08:02:31Z","timestamp":1613980951000},"page":"66-82","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":14,"title":["The missing path: Analysing incompleteness in knowledge graphs"],"prefix":"10.1177","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6911-2543","authenticated-orcid":false,"given":"Marie","family":"Destandau","sequence":"first","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, CNRS, Inria, LISN, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jean-Daniel","family":"Fekete","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, CNRS, Inria, LISN, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2021,2,22]]},"reference":[{"key":"bibr1-1473871621991539","first-page":"116","volume-title":"Proceedings of the 2012 joint EDBT\/ICDT workshops","author":"Mendes PN"},{"key":"bibr2-1473871621991539","first-page":"613","volume-title":"Proceedings of the twenty-sixth AAAI conference on artificial intelligence, AAAI\u201912","author":"Harth A"},{"key":"bibr3-1473871621991539","first-page":"1","volume-title":"Proceedings of the 11th international symposium on open collaboration, OpenSym \u201915","author":"M\u00fcller-Birn C"},{"key":"bibr4-1473871621991539","unstructured":"GeoNames. https:\/\/www.geonames.org\/ontology\/documentation.html (accessed 6 January 2021)."},{"key":"bibr5-1473871621991539","first-page":"1","volume-title":"Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization, BELIV \u201806","author":"Shneiderman B"},{"key":"bibr6-1473871621991539","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2008.02.005"},{"key":"bibr7-1473871621991539","doi-asserted-by":"publisher","DOI":"10.3233\/SW-170267"},{"key":"bibr8-1473871621991539","doi-asserted-by":"publisher","DOI":"10.3233\/SW-150175"},{"key":"bibr9-1473871621991539","doi-asserted-by":"publisher","DOI":"10.3233\/SW-180294"},{"key":"bibr10-1473871621991539","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33876-2_31"},{"key":"bibr11-1473871621991539","first-page":"312","volume-title":"International conference on advanced information systems engineering","author":"Issa S"},{"key":"bibr12-1473871621991539","first-page":"268","volume-title":"The semantic web \u2013 ISWC 2018","author":"Troullinou G"},{"key":"bibr13-1473871621991539","first-page":"120","volume-title":"2nd international workshop on visualization and interaction for ontologies and linked data","author":"Weise M"},{"key":"bibr14-1473871621991539","unstructured":"Destandau M, Corby O, Fekete JD, et al. 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