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Improved property recommender for Wikidata
Open, Stalled, Needs TriagePublic

Description

Build an AI that suggest property sets for Wikidata item based on instance of/subclass of and other statements.

What it does:

  • If the item is instanceof human, suggest 10 most frequently used properties for humans
  • If the item has occupation "actor", suggest properties about actors such as awards, films, etc.

Wiki thing it helps with:

  • Help avoid human error, choice of wrong properties
  • Have more complete items, stimulate people to complete data sets for items

Things that might helps us get this thing built:

  • Featured or "complete" items
  • Item "completeness" estimation (there's a project doing that IIRC)

Event Timeline

Halfak created this task.Jan 26 2017, 6:41 PM
Restricted Application added a subscriber: Aklapper. · View Herald TranscriptJan 26 2017, 6:41 PM
Addshore added a subscriber: Addshore.

We already to have an existing recommender system. It should be improved. It is very important for me that we do not hard-code classes for the recommendation.

Great. I figured that was the case. What would be the best way to understand how prediction already works and to find out where improvements could be made?

Halfak renamed this task from Property recommender for Wikidata to Improved property recommender for Wikidata.Jan 27 2017, 3:38 PM

Related: Steinhauser, S., Gassler, W., Pichl, M., & Zangerle, E. Evaluation of Property Recommenders for Wikidata. http://informatik.uibk.ac.at/en/teaching/smb/theses/410.pdf

See also: Zangerle, E., Gassler, W., Pichl, M., Steinhauser, S., & Specht, G. (2016, August). An Empirical Evaluation of Property Recommender Systems for Wikidata and Collaborative Knowledge Bases. In Proceedings of the 12th International Symposium on Open Collaboration (p. 18). ACM. http://www.opensym.org/os2016/proceedings-files/p503-zangerle.pdf

@Lydia_Pintscher, is this the docs for the current recommender? https://www.mediawiki.org/wiki/WikidataEntitySuggester

Yes.

If work on this is started let's talk about it first.

@Lydia_Pintscher just showed me https://cool-wd.inf.unibz.it/ and apparently there's also a gadget for recommending properties from the same group.

FYI, I talked to @Sjoerddebruin about this at WikiCite and he showed me https://www.wikidata.org/wiki/User:Sjoerddebruin/Entity_suggester I think that we should consider this when trying to make improvements.

Halfak added a comment.EditedMay 25 2017, 11:11 AM

I wonder if blaze graph this. @Smalyshev, how familiar are you with the property suggestion system and if blaze graph might be a good solution for recommend properties for entities (items, properties themselves)?

@Halfak depends on whether we can make a query that is fast enough. I think @Jonas did some work on that and for some cases queries are fast, while for others they are rather slow and it would better work as pre-calculated data set.

hoo added a subscriber: hoo.Apr 11 2018, 8:43 PM
Addshore changed the task status from Open to Stalled.Jan 24 2020, 10:37 AM