rss
J Am Med Inform Assoc 13:96-105 doi:10.1197/jamia.M1909
  • Original Investigation

Using Citation Data to Improve Retrieval from MEDLINE

Table 4

Recall and Precision for Ranking Algorithms at 10, 20, 50, 100, 500, and 1,000 Results (Averaged over 40 Queries per Algorithm)

No. of Results
Algorithm 10 20 50 100 500 1,000
Citation count
    Recall 4.67% 8.88% 17.28% 26.43% 52.29% 62.68%
    Precision 10.25% 9.88% 7.70% 6.15% 2.53% 1.55%
Impact factor
    Recall 1.20% 2.76% 5.45% 11.89% 23.65% 31.04%
    Precision 2.00% 2.38% 2.00% 2.38% 1.01% 0.69%
PageRank
    Recall 7.77% 13.01% 19.89% 26.29% 37.30% 40.94%
    Precision 16.00% 14.50% 9.25% 6.25% 1.88% 1.02%
PubMed*
    Recall 0.00% 0.00% 0.00% 0.93% 9.50% 17.40%
    Precision 0.00% 0.00% 0.00% 0.15% 0.36% 0.35%
  • * Dates limited to the date range of the Society of Surgical Oncology.

This Article

Access policy for JAMIA

All content published in JAMIA is deposited with PubMed Central by the publisher with a 12 month embargo. Authors/funders may pay an Unlocked fee of $2,000 to make the article free on the JAMIA website and PMC immediately on publication.

All content older than 12 months is freely available on this website.

AMIA members can log in with their JAMIA user name (email address) and password or via the AMIA website.