On 10/8/06, Joshua Schachter <[EMAIL PROTECTED]> wrote:
> I've frequently thought that there should be a way to tightly bind a
> bunch of items together (i think of them as a "project," all researched
> in one swoop).
>
> I'm not sure how this would be different from virtual inlinks/outlinks,
> or even what the distinction might be...
>

I suppose you mean bind a bunch of items more tightly than through
commonly used tags.  Virtual inlinks/outlinks are more fine-grained
than commonly used tags for grouping and there is no need to invent
new tags (and remember what they mean).

Incidentally, a potential problem with virtual inlinks/outlinks is
that many users may not know when to use an inlink and when to use an
outlink. So maybe supplying "related links" might be good enough.

But I think the potential of virtual links to improve personalized
recommendations in a way that leverages the collective intelligence of
users (rather than by using more sophisticated collaborative filtering
algorithms) is interesting.

Also, I have doubts about personalization methods that depend on
similarities among users (e.g., collaborative filtering, social
networks, etc.). The method I proposed does not assume that other
people share your interests along multiple dimensions. It's more
fine-grained.

Amir

>
>   _____
>
>       From: [email protected]
> [mailto:[EMAIL PROTECTED] On Behalf Of Amir Michail
>       Sent: Saturday, October 07, 2006 9:02 PM
>       To: [email protected]
>       Subject: [ydn-delicious] subwebs and better link recommendations
>       
>       
>
>       Hi,
>       
>       What do you think of the following?
>       
>       * when entering a bookmark, you supply not only tags but also
> "virtual
>       inlinks" and "virtual outlinks"; for example, when bookmarking
>       TeXmacs, you might supply LyX as a virtual inlink and several
> TeXmacs
>       resources pages as virtual outlinks.
>       
>       * these virtual inlinks and outlinks allow you to create your
> own
>       subweb that you can use to browse your bookmarks; for example,
> when
>       browsing the LyX bookmark in your subweb, you will see TeXmacs
> as a
>       virtual outlink
>       
>       * moreover, the combined virtual inlinks and outlinks of all
> users
>       provide an alternative view of the web, perhaps with more
> interesting
>       linking
>       
>       * when browsing links, you can click "more like this" or "fewer
> like
>       this"; the system keeps track of both of your liked and disliked
> links
>       
>       * virtual inlinks and outlinks along with liked/disliked links
> can be
>       used to enhance personalized recommendations
>       
>       * for example, to compute the personalization score for some
> link Y
>       with respect to some user P's liked links U_1, ..., U_m and
> disliked
>       links V_1, ..., V_n, we could do the following:
>       
>       compute scores for Y's virtual inlinks from all users: say S_i
> for
>       X_i => Y (the stronger the implication, the higher the score)
>       
>       compute scores for Y's virtual outlinks from all users: say S'_i
> for
>       Y=>X_i (the stronger the implication, the higher the score)
>       
>       compute the personalization score for Y with respect to user P
> as follows:
>       
>       sum S_i over U_i - sum S'_j over V_j
>       
>       Amir
>       
>
>       
>
>
>
> [Non-text portions of this message have been removed]
>
>
>


 
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