PMID- 16722581 OWN - NLM STAT- PubMed-not-MEDLINE DCOM- 20060619 LR - 20231103 IS - 1747-5333 (Print) IS - 1747-5333 (Electronic) IS - 1747-5333 (Linking) VI - 1 DP - 2006 Mar 13 TI - Enhancing access to the Bibliome: the TREC 2004 Genomics Track. PG - 3 AB - BACKGROUND: The goal of the TREC Genomics Track is to improve information retrieval in the area of genomics by creating test collections that will allow researchers to improve and better understand failures of their systems. The 2004 track included an ad hoc retrieval task, simulating use of a search engine to obtain documents about biomedical topics. This paper describes the Genomics Track of the Text Retrieval Conference (TREC) 2004, a forum for evaluation of IR research systems, where retrieval in the genomics domain has recently begun to be assessed. RESULTS: A total of 27 research groups submitted 47 different runs. The most effective runs, as measured by the primary evaluation measure of mean average precision (MAP), used a combination of domain-specific and general techniques. The best MAP obtained by any run was 0.4075. Techniques that expanded queries with gene name lists as well as words from related articles had the best efficacy. However, many runs performed more poorly than a simple baseline run, indicating that careful selection of system features is essential. CONCLUSION: Various approaches to ad hoc retrieval provide a diversity of efficacy. The TREC Genomics Track and its test collection resources provide tools that allow improvement in information retrieval systems. FAU - Hersh, William R AU - Hersh WR AD - Oregon Health & Science University, Portland, OR, USA. hersh@ohsu.edu FAU - Bhupatiraju, Ravi Teja AU - Bhupatiraju RT FAU - Ross, Laura AU - Ross L FAU - Roberts, Phoebe AU - Roberts P FAU - Cohen, Aaron M AU - Cohen AM FAU - Kraemer, Dale F AU - Kraemer DF LA - eng PT - Journal Article DEP - 20060313 PL - United States TA - J Biomed Discov Collab JT - Journal of biomedical discovery and collaboration JID - 101258054 PMC - PMC1440302 EDAT- 2006/05/26 09:00 MHDA- 2006/05/26 09:01 PMCR- 2006/03/13 CRDT- 2006/05/26 09:00 PHST- 2005/10/12 00:00 [received] PHST- 2006/03/13 00:00 [accepted] PHST- 2006/05/26 09:00 [pubmed] PHST- 2006/05/26 09:01 [medline] PHST- 2006/05/26 09:00 [entrez] PHST- 2006/03/13 00:00 [pmc-release] AID - 1747-5333-1-3 [pii] AID - 10.1186/1747-5333-1-3 [doi] PST - epublish SO - J Biomed Discov Collab. 2006 Mar 13;1:3. doi: 10.1186/1747-5333-1-3.