From 3b98e3bfd38e973735eadfb23cf05ac7f530939b Mon Sep 17 00:00:00 2001 From: Khalian Date: Mon, 4 Jan 2016 19:58:28 -0500 Subject: [PATCH] Adding the paper which introduced the bm25 similarity measure --- information_retrieval/README.md | 16 ++++++++++++++++ information_retrieval/ocapi-trec3.pdf | Bin 0 -> 281768 bytes 2 files changed, 16 insertions(+) create mode 100644 information_retrieval/ocapi-trec3.pdf diff --git a/information_retrieval/README.md b/information_retrieval/README.md index 16bbe3e..3df9c08 100644 --- a/information_retrieval/README.md +++ b/information_retrieval/README.md @@ -18,3 +18,19 @@ The included documents are paper won a honorable mention at CIKM 2013. * [The Anatomy of a Large-Scale Hypertextual Web Search Engine](http://infolab.stanford.edu/~backrub/google.html) + +* [:scroll:](ocapi-trec3.pdf) [Okapi System](http://trec.nist.gov/pubs/trec3/papers/city.ps.gz) - Stephen E. Robertson, Steve Walker, Susan Jones, Micheline Hancock-Beaulieu, and Mike Gatford + + This paper introduces the now famous Okapi information retrieval + framework which introduces the BM25 ranking function for ranked + retrieval. It is one of the first implementations of the probabilistic + retrieval frameworks in literature. BM25 is a bag of words retrieval + function. The IDF(Inverse document frequency) term can be interpreted + via information theory. If a query q appears in n(q) docs the probability + of picking a doc randomly and it containing that term :p(q) = n(q) / D, + where D is the number of documents. The information content based on + shannon's noisy channel model is = -log(p(q)) = log (D / n(q)). Smoothing + by adding a constant to both numberator and demoninator leads to IDF term + used in BM25. BM25 has been shown to be one of the best probabilistic + weighting schemes. 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