A Learning Algorithim for Ranking on Graph Data

Described are techniques for ranking a data set of objects. A graph representing the data set is provided. Examples of ranking preferences are provided for a portion of objects in the data set. Each of the examples indicates a ranking of a first object of the portion with respect to a second object of the portion. In accordance with the examples, a function, f, is determined that ranks the objects of the data set. A ranking of the objects of the data set is determined using the function f.

Researchers

Shivani Agarwal

Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World

  • learning algorithm for ranking on graph data
    United States of America | Granted | 8,332,333

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