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Another observation (from another visitor visiting OCLC). This concerned how to display results for texts with multiple editions. We conducted a search in which the first title in the result set was for the first edition of a work published in 1976. A more recent version of the title was released in 2002, but this version was buried further down the result set because there were fewer libraries who had actually acquired it compared to those that owned a copy of the first version. The visitor thought it probably made more sense, in this case, to rank the versions in reverse chronological order by publication date so that the most recent version was at the top of the list, irrespective of the number of holdings for an edition. Perhaps, then, popularity might be measured collectively against all of the editions of a title, rather than solely against holdings for particular editions of the same title. Doug Loynes Director, Content Inititives OCLC, Online Computer Library Center Inc. [log in to unmask] -----Original Message----- From: Code for Libraries [mailto:[log in to unmask]] On Behalf Of Hickey,Thom Sent: Wednesday, April 12, 2006 10:49 AM To: [log in to unmask] Subject: Re: [CODE4LIB] Question re: ranking and FRBR A visitor here yesterday made an observation relevant to this discussion. We were looking at the results of a search for "Don Quixote" in a yet-to-be-released version of FictionFinder. The results were ranked by the number of libraries holding each 'work'. Here's an abbreviated version of the results list: 1. Don Quixote / Cervantes Saavedra, Miguel de 2. History of the Adventures of Joseph Andrews / Fielding, Henry 3. Morgenlandfahrt / Hesse, Hermann 4. The Ingenious Gentleman Don Quixote de la Mancha / Cervantes Saavedra, Miguel de 5. The Adventures of Don Quixote / Cervantes Saavedra, Miguel de 6. The First Part of the Delightful History of the Most Ingenious Knight Don Quixote of the Mancha / Cervantes Saavedra, Miguel de Because of some title variations, not all the Don Quixote's are brought together. The visitor's point, though, was that #2 by Fielding really shouldn't be ranked higher than 4, 5, & 6, which seem more closely related to the "Don Quixote" search than Fielding's (even though Joseph Andrews is related to Don Quixote). Of course this might be just the right ordering for someone, but in general an ordering that takes into account where the search terms occurred in the records, in addition to how popular the works are, should work better than one that ignores that information. --Th -----Original Message----- From: Code for Libraries [mailto:[log in to unmask]] On Behalf Of Keith Jenkins Sent: Tuesday, April 11, 2006 2:49 PM To: [log in to unmask] Subject: Re: [CODE4LIB] Question re: ranking and FRBR A very interesting discussion here... so I'll support its funding with my own two cents. I'd argue that search relevance is a product of two factors: A. The overall popularity of an item B. The appropriateness to a given query Both are approximate measures with their own difficulties, but a good search usually needs to focus on both (unless B is so restrictive that we don't need A). B is always going to be inhibited, to various degrees, by the limited nature of the user's input--usually just a couple of words. If a user isn't very specific, then it is indeed quite difficult to determine what would be most relevant to that user. That's where A can really help to sort a large number of results (although B can also help sorting). I think Thom makes a good point here: On 4/10/06, Hickey,Thom <[log in to unmask]> wrote: > Actually, though, 'relevancy' ranking based on where terms occur in the > record and how many times they occur is of minor help compared to some > sort of popularity score. WorldCat holdings work fairly well for that, > as should circulation data. In fact, it was this sort of "popularity score" logic that originally enabled Google to provide a search engine far better than what was possible using just term placement and frequency metrics for each document. Word frequency is probably useless for our short bibliographic records that are often cataloged at differing levels of completeness. But I think it could still be useful to give more weight to the title and primary author of a book. The basic mechanism of Google's PageRank algorithm is this: a link from page X to page Y is a vote by X for Y, and the number of votes for Y determines the power of Y's vote for other pages. We could apply this to FRBR records, if we think of every FRBR relationship as a two-way link. In this way, all the items link to the manifestations, which link to the expressions, which link to the works. All manner of derivative works would also be linked to the original works. So the most highly-related works get ranked the highest. (For the algorithmically-minded, I found the article "XRANK: Ranked Keyword Search over XML Documents" helpful in understanding how the PageRank algorithm can be applied to other situations: http://www.cs.cornell.edu/~cbotev/XRank.pdf ) It would be interesting to see how such an approach compares to a simple tally of "number of versions". -Keith