Stumbled upon a paper that might fit into this discussion:

"The Learning Behind Gmail Priority Inbox" http://goo.gl/DXjga

--sebastian

Am 05.01.2011 19:17, schrieb Ted Dunning:
> I wonder if the right notion is that importance is some notional aggregate
> of relevance over all users, queries and times.  The aggregate might be
> maximum or something similar.
> 
> That would make importance be a measure of whether a resource is likely to
> ever be relevant.
> 
> On Wed, Jan 5, 2011 at 6:43 AM, Niall Riddell <[email protected]>wrote:
> 
>> I think that notion of Importance implies the need for some form of action
>> based on that Information which distinguishes it from relevant or merely
>> interesting information.
>>
>> Niall
>>
>> On 4 January 2011 05:36, Robin Anil <[email protected]> wrote:
>>
>>> Relevance is a personal choice. Global importance + Personalization and
>> the
>>> ratio of the blend == Better(No one knows whats best yet :)
>>>
>>> Robin
>>>
>>>
>>> On Tue, Jan 4, 2011 at 9:53 AM, Lance Norskog <[email protected]> wrote:
>>>
>>>> Yup- the one-word story would be 'interesting' rather than 'relevant'.
>>>> Context matters: anything from the searcher to moment-to-moment
>>>> differences. Intertwined with this is attention.
>>>>
>>>> In econ-speak, the user has a resource called 'attention'.  You are
>>>> talking about optimizing the utils received when the user spends this
>>>> resource. ('util' is a unitless measure of'what you got when you
>>>> spent'.)
>>>>
>>>> Lance
>>>>
>>>> On Mon, Jan 3, 2011 at 2:30 PM, Grant Ingersoll <[email protected]>
>>>> wrote:
>>>>>
>>>>> On Jan 3, 2011, at 3:32 PM, Dinesh B Vadhia wrote:
>>>>>
>>>>>> We could end-up in a hair-splitting hole.  Sounds like you want to
>> be
>>>> able to identify things (items) that are relevant and important.  You
>>> could
>>>> also say, items that are relevant and of value.
>>>>>
>>>>> Yes, I would agree.
>>>>>
>>>>>>
>>>>>> Describing the use-case might help?
>>>>>
>>>>> The use case is I am writing on the topic (well, a bunch of topics)
>> and
>>>> the thought occurred to me that an organizing principal of this
>>> particular
>>>> section is best summed up by the word Importance, namely "Identifying
>>>> Important Content and People".  What I would like to be able to do is
>>> point
>>>> a user at the most relevant/important research in the area as well as
>>> some
>>>> open source implementations that help solve the problem and also
>> provide
>>> the
>>>> basic theory behind it.  When I first outlined the section, I was
>> mainly
>>>> going to focus on graph algorithms like PageRank, but it occurred to me
>>>> recently that it was broader than that.   Hence the question being
>> aimed
>>>> more at the academic side of the equation and not so much at the
>>>> implementation side (besides, I would agree with most others here that
>>> the
>>>> actual implementations focus on either categorization or graph
>>> approaches.)
>>>>>
>>>>> From Twitter, there were other suggestions of things to look into:
>>>> significance, novelty, surprisal, information gain.
>>>>>
>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> From: Grant Ingersoll
>>>>>> Sent: Monday, January 03, 2011 11:41 AM
>>>>>> To: [email protected]
>>>>>> Subject: Re: [slightly off topic] Determining Importance
>>>>>>
>>>>>>
>>>>>> I guess Relevance is a useful word to describe it, but I don't think
>>> it
>>>> resonates as well  (that is, Joe on the street is much more likely to
>> say
>>>> "That is important to me" than to say "That is relevant to me".)
>>>>>>
>>>>>> If we split hairs, Wikipedia defines relevance as "... how
>> pertinent,
>>>> connected, or applicable something is to a given matter."  Webster has
>>>> important as "marked by or indicative of significant worth or
>> consequence
>>> :
>>>> valuable in content or relationship" -- I think importance has a
>> stronger
>>>> connotation than relevance.  Under these definitions, I think something
>>> can
>>>> be relevant but still not be important.  Certainly everything that is
>>>> important is also relevant.  And certainly all the studies around
>>> relevance
>>>> are important (!) to the discussion, but what I'm getting at is a bit
>>> deeper
>>>> (I think, but I can be dissuaded).
>>>>>>
>>>>>> I would also agree with Ted here in that I don't think PageRank is
>>>> necessarily a measure of relevance (the page, after all, is on the
>> given
>>>> matter or not based on it's keywords, but it is Important because of
>> the
>>>> fact that everyone else has said so).  I also wonder if we aren't
>> clouded
>>> by
>>>> the use of relevance in search terms, particularly in keyword-based
>>>> approaches.  Importance to me factors in many other things (including
>>>> personalization).  Again, maybe I'm splitting hairs.
>>>>>>
>>>>>> -Grant
>>>>>>
>>>>>> On Jan 3, 2011, at 2:19 PM, Ted Dunning wrote:
>>>>>>
>>>>>>> That is close, but I think that there is something else going on
>> with
>>>> this
>>>>>>> as well.
>>>>>>>
>>>>>>> Is page rank a measure of relevance?  Not really (to my mind)
>>>>>>>
>>>>>>> Relevance has a strong notion of context.  What is relevant to me
>> in
>>>> one
>>>>>>> moment may not be relevant the next moment.
>>>>>>>
>>>>>>> On Mon, Jan 3, 2011 at 11:13 AM, Dinesh B Vadhia
>>>>>>> <[email protected]>wrote:
>>>>>>>
>>>>>>>> Yep, what I'd call it too - relevance.
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> From: Jake Mannix
>>>>>>>> Sent: Monday, January 03, 2011 10:48 AM
>>>>>>>> To: [email protected]
>>>>>>>> Subject: Re: [slightly off topic] Determining Importance
>>>>>>>>
>>>>>>>>
>>>>>>>> I've got one word for you, Grant:
>>>>>>>>
>>>>>>>> Relevance.
>>>>>>>>
>>>>>>>>
>>>>>>
>>>>>> --------------------------
>>>>>> Grant Ingersoll
>>>>>> http://www.lucidimagination.com
>>>>>>
>>>>>
>>>>> --------------------------
>>>>> Grant Ingersoll
>>>>> http://www.lucidimagination.com
>>>>>
>>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Lance Norskog
>>>> [email protected]
>>>>
>>>
>>
>>
>>
>> --
>> Niall Riddell
>> *xSpace Analytics Ltd*
>> *
>>
>> ------------------------------------------------------------------------------------------------------------
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>> T: +44 161 408 3830
>> M:+44 778 696 3830
>> Skype: niall.riddell
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>>
> 

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