Re: Relevancy-ranking LCSH?

From: Rob Styles <Rob.Styles_at_nyob>
Date: Wed, 7 Feb 2007 11:31:44 -0000
To: NGC4LIB_at_listserv.nd.edu
Somehow today's xkcd cartoon seemed appropriate...

http://xkcd.com/c220.html

rob

Rob Styles
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> -----Original Message-----
> From: Next generation catalogs for libraries
> [mailto:NGC4LIB_at_listserv.nd.edu] On Behalf Of Tim Spalding
> Sent: 06 February 2007 00:50
> To: NGC4LIB_at_listserv.nd.edu
> Subject: Re: [NGC4LIB] Relevancy-ranking LCSH?
>
> Two detailed replies.
>
> Karen,
>
> >Tim, in part I think at one point you confuse LCSH and LC
> >Classification. LC Classification shelves things in a single place;
> LCSH
> >allows multiple subject headings to be added to a record.
>
> While I appreciate your comments, I am quite sure I was not confusing
> them. The blog post explicitly contrasts shelf-order systems like LCC
> and Dewey (as used 99% of the time) with subject systems like LCSH
> which allows multiple headings per book. Indeed, the whole point of
> the algorithm I was playing with was to rank books within one subject
> by looking at the *other* subjects applied to the same books. I also
> mention the practice of making the first LCSH the "primary one."
>
> Perhaps you were addressing the letter alone, which speaks of the
> physicality of the system.  A shelf-order system is the most
> limited--every book it's place. But LCSH is equally rooted in
> physical, not digital, limitations. When card catalogs were physical,
> a book could have only so many subjects, first if it's to retain and
> single card, but even if it spills over. Just imagine adding every
> relevant heading to the "Encyclopedia Britannica" card. Similarly, a
> subject's section can take up only so many cards. It would not do, for
> example, to try to file under "Love," "Man-woman relationships,"
> "Christian life" or "Civilization" every book that pertains to these
> subjects. The catalog would be useless. It would be the map of China
> that was as large as China.
>
> Jonathan,
>
> I am speaking of ranking books within a subject, not ranking subjects
> in response to a query. Although I see that ranking subjects in
> response to a request might be an interesting problem, the idea of
> returning LCSHs rather than books in response to a user query turns me
> off. Perhaps as facets.
>
> I disagree with you about this:
>
> > If we are talking about ranking books _within_ a certain LCSH
> subject,
> > though, I'm not sure what our goal would be. Do we want a book to
> show
> > up higher if it's somehow "more" about that subject than other
books?
> > What does that even mean? More of the book concerns this topic?
>
> You're right that it's not entirely clear what it means. But "what
> does this even mean" implies a more general disbelief that relevancy
> ranking "means" anything. So let me step back.
>
> In the real world, things are not "about" something in a binary way.
> They are like this in LCSH because of the physical constraint of the
> catalog card, which are now baked into the system. About 95% of
> western literature is "about" "Man-woman relationships" to some
> degree, but we all know that some books are more about it than others.
> There is no non-arbitrary place to draw the line, and there will
> always be shades and modes within the list you get.
>
> Relevancy ranking is the attempt to force a large binary list into an
> order that is useful to people. To take some examples from LCSH, most
> of us would rank "Pride and Prejudice" as "more about" "Man-woman
> relationships" than "Great Expectations," "The Lord of the Rings" a
> better example of "Fantasy" than "Charlotte's Web," and "The Time
> Machine" as more solidly "Time travel -- Fiction" than "Life, the
> Universe and Everything." But LCSH makes no such distinctions.
>
> As David Weinberger and others have noted, ranking and relevance is
> central to how we think--in prototypes and good and bad examples, not
> in binary trees. We know that penguins are birds, and tomatoes are
> fruit, but ask someone for a good example of either category and
> they're more likely to pick something closer to their prototype of the
> term. What's true for birds is also true for books-a binary system
> impoverishes our complex, nuanced understanding of aboutness.
>
> Unfortunately, for library data, this kind of relevancy ranking is
> central to computers today. It's not only how people think, it's how
> computers increasingly *work*. Google doesn't return return *all*
> pages with keywords, and throw its hands up philosophcially about what
> ranking them would "mean." It ranks them. Certainly, there's no
> getting around the fact that Google order is debatable--imperfect,
> context dependent and subjective. But that also describes the truth of
> the matter, that "aboutness" is not binary. Anyway, we can debate
> aboutness all we like, but give a patron a list of 1,000 books "about"
> a topic, and refuse to even try ranking it, and they will turn to
> Google for their bibliographic research. They will be right to do so.
>
> > This
> > topic is more central to the book?  Hmm. In your 'folksonomy'
example
> we
> > know exactly what it means---a whole bunch of people thought that
> > "dytopia <http://www.librarything.com/tag/dystopia>" was an
> appropriate
> > tag for the book 1984. This is very useful information in a
> folksonomy
> > environment, because we don't know how 'trustworthy' the tags are,
> this
> > is one way of deciding it's a trustworthy tag.
>
> Yes, statistics can screen for "trustworthiness," in case someone
> tried to spam a folksonomic system. But that's missing the point. The
> statistics of a folksonomy aren't there so you can flip between binary
> condition--trust/don't trust--but to approach the "degrees of
> belonging" a system like LCSH lacks.
>
> Take a look at the LibraryThing tag for say, Chick lit and Cyberpunk:
>
> http://www.librarything.com/tag/chick+lit
> http://www.librarything.com/tag/cyberpunk
>
> While thousands of books have been so tagged, the resutling tag page
> has something close to the paradigmatic "reading list" for these
> terms. It's not because 277 people tagging "Bridget Jones's Diary" as
> "Chick lit" has proved "trustworthy." It's because the statistics
> indicate "Bridget Jones's Diary" is a *particularly good example* of a
> fuzzy, subjective and contestable category. On the other end, with a
> certain creative acceptance, you can understand how someone decided to
> tag "Jane Eyre" as chick lit. But it was only one person. By taking
> account of the statistics, tagging can put such marginal examples
> where they belong, at the end of a list.
>
> Contrast that with the LibraryThing LCSH page for "Fantasy."
> http://www.librarything.com/subject.php?subject=Fantasy
>
> I've imposed a popularity order, but imagine it was completely
> arbitrary and take a look at the full list, the data for which is all
> library based (most from the LC). LibraryThing stops at 10,000
> examples, and the examples it finds are hardly equally pertinent. This
> isn't a philosophical question. If someone came into your library
> asking for some fantasy books, it would be less helpful to start them
> off with "Charlotte's Web" and "Le Petit Prince" than Tolkien, Lewis
> or Moorcock.
>
> I am the last person to chuck out LCSHs. Apart from the fact of their
> existence and all the labor that went into that, the have virtues
> (like hierarchy, disambiguation of homonyms, etc.) that give them
> great power. They would have more if there were some way to relevancy
> rank results within a subject set. Whether an algorithm could go some
> of the way to "adding relevance back" was the point of my post.

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Received on Wed Feb 07 2007 - 05:32:30 EST