In this chapter, we introduce the pointwise approach to learning to rank. Specifically, we will cover the regression-based algorithms, classification-based algorithms, and ordinal regression-based algorithms, and then make discussions on their advantages and disadvantages.
CITATION STYLE
Liu, T.-Y. (2011). The Pointwise Approach. In Learning to Rank for Information Retrieval (pp. 33–47). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-14267-3_2
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