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An updated version of the BM25IR paper is available at

http://www.minerazzi.com/tutorials/bm25ir.pdf

Essentially we corrected few typos and added one line to explain even more the transformation of (a) into (b) in Figure 1 of the paper.

Other than that, its content and thesis remains the same.

For the sake of transparency, we keep the older version accessible through the following services:

ArXiv.org: http://arxiv.org/abs/1608.01573

ScienceWISE: http://sciencewise.info/articles/1608.01573/

SAO/NASA ADS: http://adsabs.harvard.edu/cgi-bin/bib_query?arXiv:1608.01573

SciRate: https://scirate.com/arxiv/1608.01573

Science.io: http://science.io/paper/4005211/local-term-weight-models-from-power

MathPubs: http://www.mathpubs.com/detail/1608.01573v1/Local-Term-Weight-Models-from-Power-Transformations-Development-of-BM25IR-A-Best-Match-Model-based-o

Sparrho: https://www.sparrho.com/item/local-term-weight-models-from-power-transformations-development-of-bm25ir-a-best-match-model-based-on-inverse-regression/961979/

Paperspire: https://www.paperspire.com/?paper_id=17197