Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2007-04-30
Physics
Condensed Matter
Statistical Mechanics
10 pages, 4 figures. Writing of the last section improved; version accepted in JSTAT
Scientific paper
10.1088/1742-5468/2007/08/P08015
We address the problem of retrieving information from a noisy version of the ``knowledge networks'' introduced by Maslov and Zhang. We map this problem onto a disordered statistical mechanics model, which opens the door to many analytical and numerical approaches. We give the replica symmetric solution, compare with numerical simulations, and finally discuss an application to real datas from the United States Senate.
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