In accordance with the suggestion of Yemon Choi, I am going to suggest some further delineation of the approaches to Non-commutative Algebraic Geometry. Because I know very little about Non-commutative Differential Geometry, or what often falls under the heading "àa la Connes". This will be completely underrepresented in this summary. For that I trust Yemon's summary to be satisfactory. (edit by YC: BB is kind to say this, but my attempted summary is woefully incomplete and may be inaccurate in details; I would encourage anyone reading to investigate further, keeping in mind that the NCG philosophy and toolkit in analysis did not originate and does not end with Connes.)
Also note that much of what I know about these approaches comes from two sources:
- The paper by Mahanta
- My advisor A. Rosenberg.
Additionally, much useful discussion took place at Kevin Lin's comment (as Ilya stated above).
I think a better break down for the NCAG side would be:
A. Rosenberg/Gabriel/Kontsevich approach
Following the philosophy of Grothendieck: "to do geometry, one needs only the category of quasi-coherent sheaves on the would-be space"...
In the famous dissertation of Gabriel, he introduced the injective spectrum of an abelian category, and then reconstructed the commutative noetherian scheme, which is a starting point of noncommutative algebraic geometry. Later, A. Rosenberg introduced the left spectrum of a noncommutative ring as an analogue of the prime spectrum in commutative algebraic geometry, and generalized it to any abelian category. He used one of the spectra to reconstruct any quasi-separated (not necessarily quasi-compact), commutative scheme.(Gabriel-Rosenberg reconstruction theorem.)
In addition, Rosenberg has described the NC-localization (first observed also by Gabriel) which has been used by him and Kontsevich to build NC analogs of more classical spaces (like the NC Grassmannian) and more generally, noncommutative stacks. Rosenberg has also developed the homological algebra associated to these 'spaces'. Applications of this approach include representation theory (D-module theory in particular), quantum algebra, and physics.
References in this area are best found through the MPIM Preprint Series, and a large collection is linked here. Additionally, a book is being written by Rosenberg and Kontsevich furthering the work of their previous paper. Some applications of these methods are used here, here, here, and here. The first two are focusing on representation theory, the second two on non-commutative localization.
Kontsevich/Soibelman approach
They might refer to their approach as "formal deformation theory", and quoting directly from their book
The subject of deformation theory can be defined as the "study of moduli spaces of structures...The subject of this book is formal deformation theory. This means $\mathcal{M}$ will be a formal space(e.g. a formal scheme), and a typical category $\mathcal{W}$ will be the category of affine schemes..."
Their approach is related to $A^{\infty}$ algebras and homological mirror symmetry.
References that might help are the papers of Soibelman. Also, I think this is related to the question here.(Note: I know hardly anything beyond that this approach exists. If you know more, feel free to edit this answer! Thanks for your understanding!)
Lieven Le Bruyn's approach
As I know nearly nothing about this approach and the author is a visitor to this site himself, I wouldn't dare attempt to summarize this work.
As mentioned in a comment, his website contains a plethora of links related to non-commutative geometry. I recommend you check it out yourself.
Approach of Artin,Van den Berg school
Artin and Schelter gave a regularity condition on algebras to serve as the algebras of functions on non-commutative schemes. They arise from abstract triples which are understood for commutative algebraic geometry.(Again edits are welcome!)
Here is a nice report on Interactions between noncommutative algebra and algebraic geometry.There are several people who are very active in this field: Michel Van den Berg,James Zhang,Paul smith,Toby stafford,I. Gordon, A.Yekutieli There is also a very nice page of Paul Smithnoncommutative geometry and noncommutative algebra, you can find almost all the people who are currently in noncommutative world.
References: This paper introduced the need for the regularity condition and showed the usefulness. Again I defer to Mahanta for details.
Serre's FAC is the starting point of noncommutative projective geometry. But the real framework is built by Artin and James Zhang in their famous paperNoncommutative Projective scheme.
Non-commutative Deformation Theory by Laudal
Olav Laudal has approached NCAG using NC-deformation theory. He also applies his method to invariant theory and moduli theory.(Please edit!)
References are on his page here and this paper seems to be a introductory article.
Apologies
Without a doubt, I have made several errors, given bias, offended the authors, and embarrassed myself in this post. Please don't hold this against me, just edit/comment on this post until it is satisfactory. As it was said before, the nlab article on noncommutative geometry is great, you should defer to it rather than this post.
Thanks!