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. 2011 Mar 17;6(3):e18029. doi: 10.1371/journal.pone.0018029

Table 1. Listing of text-based similarity approaches and locations where the similarity calculations were performed.

Similarity approach Data source
MeSH terms Title/abstract words
tf-idf cosine tf-idf MeSH (Indiana U.) tf-idf TA (Indiana U.)
Latent semantic analysis LSA MeSH (Indiana U.) LSA TA (Indiana U.)
Topic modeling Topics TA (UC Irvine)
Self-organizing map SOM MeSH (SDSU/Indiana U.)
Poisson-based BM25 MeSH (Collexis) BM25 TA (Collexis) PMRA (UC Irvine/SciTech)