The category system on en.wiki is not an IS-A system and there have been
several discussions about making it it based on mathematical principals
which have come to nothing because the consensus of editors is against it.
The best way to think about categories is as a locally-faceted related
links system.

Having said that, Category:Wikipedia maintenance is an important root
probably useful for separating  the wheat from the chaff. Most of these are
also hidden categories. I'm not sure whether this flag appears in the SQL,
but see
https://en.wikipedia.org/wiki/Wikipedia:Categorization#Hiding_categories

cheers
stuart

--
...let us be heard from red core to black sky

On 11 July 2017 at 13:20, Leila Zia <[email protected]> wrote:

> Hi all,
>
> [If you are not interested in discussions related to the category system
> ​ (on English Wikipedia)​
> , you can stop here. :)]
>
> We have run into a problem that some of you may have thought about or
> addressed before. We are trying to clean up the category system on English
> Wikipedia by turning the category structure to an IS-A hierarchy. (The
> output of this work can be useful for the research on template
> recommendation [1], for example, but the use-cases won't stop there). One
> issue that we are facing is the following:
>
> We are currently
> ​using
>  SQL dumps to extract categories associated with every article on English
> Wikipedia (main namespace). [2]
> ​ Using this approach, we get 5 categories associated with Flow cytometry
> bioinformatics article [3]:
>
> Flow_cytometry
> Bioinformatics
>
> Wikipedia_articles_published_in_peer-reviewed_literature
> Wikipedia_articles_published_in_PLOS_Computational_Biology
> CS1_maint:_Multiple_names:_authors_list
>
> ​The problem is that only the first two categories are the ones we are
> interested in. We have one cleaning step through which we only keep
> categories that belong to category Article and that step removes the last
> category above, but the other two Wikipedia_... remain there. We need to
> somehow prune the data and clean it from those two categories.
>
> One way we could do the above would be to parse wikitext instead of the SQL
> dumps and focus on extracting categories marked by pattern [[Category:XX]],
> but in that case, we would lose a good category such as
> Guided_missiles_of_Norway​
> ​ because that's generated by a template.​
>
> Any ideas on how we can start with a "cleaner" dataset of categories
> related to the topic of the articles as opposed to maintenance related or
> other types of categories?
>
> Thanks,
> Leila
>
> [1] https://meta.wikimedia.org/wiki/Research:Expanding_Wikipedia
> _stubs_across_languages
>
> [2] The exact code we use is
>
> SELECT p.page_id id, p.page_title title, cl.cl_to category
> FROM categorylinks cl
> JOIN page p
> on cl.cl_from = p.page_id
> where cl_type = 'page'
> and page_namespace = 0
> and page_is_redirect = 0
>
> ​and the edges of the category graph are extracted with
>
> *SELECT p.page_title category, cl.cl_to parent *
> *FROM categorylinks cl *
> *JOIN page p *
> *ON p.page_id = cl.cl_from *
> *where p.page_namespace = 14*​
>
>
> ​[3] https://en.wikipedia.org/wiki/Flow_cytometry_bioinformatics​
> _______________________________________________
> Wiki-research-l mailing list
> [email protected]
> https://lists.wikimedia.org/mailman/listinfo/wiki-research-l
>
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