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mpetyx / DarwinsMusic

The code for the mini project of the TooLate team on ESWC 2013
GNU Affero General Public License v3.0
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Review literature on relatedness measures based on linked data #16

Open gopalkoduri opened 10 years ago

gopalkoduri commented 10 years ago

In order to compute similarity/relatedness between artists, we must leverage the links between different artists, not just the direct ones, but indirect ones as well. Eg: In a->b->c, a is directly linked to b, but indirectly linked to c.

Review literature on semantic relatedness measures (need not be for music) based on linked data.

mpetyx commented 10 years ago

I have some experience with that, since that is closely related to inference and reasoning. Owl is also one of my areas of research, thus I think I could help. If you have any specific paper in mind, I would to study it also, otherwise I will start looking if there is anything similar.

gopalkoduri commented 10 years ago

I'm reading these papers:

  1. dbrec -- Music recommendations using DBpedia
  2. Hey! Ho! Let's Go! Explanatory music recommendations with dbrec
  3. Measuring semantic distance on linking data and using it for resources recommendations

I would recommend the following papers (which I will not go through):

  1. Media meets semantic web - How the BBC uses DBpedia and Linked data to make connections
  2. Development and application of a metric on semantic nets
  3. Semantic distance in wordnet: An experimental, application oriented evaluation of five measures
mpetyx commented 10 years ago

ok thanx!

mpetyx commented 10 years ago

the last two references are from relatively old papers. I will study them, but also search for more recent work.