The effect of query length on normalisation in information retrieval

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Abstract

Document length normalisation is known to be a difficult problem in IR, as tuning is often needed to overcome the collection dependence problem known to affect many normalisation schemes. Furthermore, it has been shown in various studies that the most optimal level of normalisation to apply is correlated with query length. In this paper, we confirm this correlation and present experiments which investigates and explains the effect of query length on normalisation. © 2010 Springer-Verlag.

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Cummins, R., & O’Riordan, C. (2010). The effect of query length on normalisation in information retrieval. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6206 LNAI, pp. 26–32). https://doi.org/10.1007/978-3-642-17080-5_5

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