Automatic inference of indexing rules for MEDLINE

BMC Bioinformatics

Volumn 9, Issue SUPPL. 11, 2008, Pages

  Névéol, Aurélie ^a   Shooshan, Sonya E ^a   Claveau, Vincent ^b  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

^b CAMPUS DE BEAULIEU   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC INFERENCE; AUTOMATIC TOOLS; BIOMEDICAL LITERATURE; INDEXING PROCESS; MANUAL RULES; MEDICAL SUBJECT HEADINGS; MEDLINE; SUBJECT MATTERS;

AUTOMATIC INDEXING;

INDEXING (OF INFORMATION);

ACCURACY; AUTOMATION; CITATION ANALYSIS; COMPUTER AIDED DESIGN; COMPUTER PROGRAM; CONFERENCE PAPER; INDUCTIVE LOGIC PROGRAMMING; INFORMATION RETRIEVAL; LEARNING ALGORITHM; MEDLINE; MESH HEADING; NATURAL LANGUAGE PROCESSING; PUBLICATION; SYSTEM ANALYSIS; ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; COMPUTER LANGUAGE; DOCUMENTATION; METHODOLOGY;

ABSTRACTING AND INDEXING AS TOPIC; ALGORITHMS; ARTIFICIAL INTELLIGENCE; MEDICAL SUBJECT HEADINGS; MEDLINE; NATURAL LANGUAGE PROCESSING; PROGRAMMING LANGUAGES;

EID: 56649088346     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-9-S11-S11     Document Type: Conference Paper

References (21)

1. Aronson AR Mork JG Gay CW Humphrey SM Rogers WJ The NLM Indexing Initiative's Medical Text Indexer Stud Health Technol Inform 2004, 107(Pt 1):268-272. 15360816
2. Névéol A Shooshan SE Rindflesh TC Aronson AR Multiple approaches to fine-grained indexing of the biomedical literature Pac Symp Biocomput 2007:292-303. 17990500
3. Névéol A Rogozan A Darmoni SJ Automatic indexing of online health resources for a French quality controlled gateway Information Processing and Management 2006, 42(3):695-709. 10.1016/j.ipm.2005.01.003
4. Lin J Wilbur WJ PubMed related articles: A probabilistic topic-based model for content similarity BMC Bioinformatics 2007, 8:423. 2212667 17971238 10.1186/1471-2105-8-423
5. Rak R Kurgan LA Reformat M Multilabel associative classification categorization of MEDLINE articles into MeSH keywords IEEE Eng Med Biol Mag 2007, 2(26):47-55. 10.1109/MEMB.2007.335581
6. Sohn S Kim W Comeau DC Wilbur WJ Optimal Training Sets for bayesian prediction of MeSH assignment J Am Med Inform Assoc 2008, 15(4):546-53. 10.1197/jamia.M2431 18436913
7. Markó K Daumke P Schulz S Hahn U Cross-language MeSH indexing using morpho-semantic normalization AMIA Annu Symp Proc 2003:425-429. 1480043 14728208
8. Soualmia LF Étude et évaluation d'approches multiples de projection de requêtes pour une recherche d'information intelligente. Application au domaine de la Santé sur l'Internet PhD thesis INSA de Rouen, France 2004.
9. Claveau V Sébillot P Fabre C Bouillon P Learning Semantic Lexicons from a Part-of-Speech and Semantically Tagged Corpus using Inductive Logic Programming Journal of Machine Learning Research (JMLR), special issue on ILP 2003, 4:493-525. 10.1162/153244304773936036
10. Ozdowska S Claveau V Inférence de règles de propagation syntaxique pour l'alignement de mots TAL (Traitement Automatique des Langues) 2006, 47:167-186.
11. Cussens J Džeroski S (Eds) Learning Language in Logic Lecture Notes in Artificial Intelligence, Springer Verlag 2000. http://www.springer.com/computer/artificial/book/978-3-540-41145-1
12. Muggleton S Raedt LD Inductive Logic Programming: Theory and Methods Journal of Logic Programming 1994, 19/20:629-679. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.36.8300 10.1016/0743-1066(94)90035-3
13. Srinivasan A The ALEPH manual Machine Learning at the Computing Laboratory, Oxford University 2001.
14. Agrawal R Imielinski T Swami A Mining Association Rules Between Sets of Items in Large Databases Proceedings of the SIGMOD Conference, Washington, DC, USA 1993:207-216.
15. Plotkin GD A Note on Inductive Generalization Machine Intelligence Edinburgh: Edinburgh University Press Meltzer B, Michie D 1970, 5:153-163.
16. Buntine WL Generalized Subsumption and its Application to Induction and Redundancy Artificial Intelligence 1988, 36:375-399. 10.1016/ 0004-3702(88)90001-X
17. MEDLINE Baseline Repository http://mbr.nlm.nih.gov/Reference/ MEDLINE_Baseline_Repository_Detail.pdf
18. Manning CD Shütze H Foundations of Statistical Natural Language Processing Cambridge, Massachusetts: MIT Press 2000.
19. Uitenbroek DG Simple Interractive Statistical Analysis http://www.quantitativeskills.com/sisa/statistics/pairwise.htm
20. Névéol A Shooshan SE Mork JG Aronson AR Fine-Grained Indexing of the Biomedical Literature: MeSH Subheading Attachment for a MEDLINE Indexing Tool AMIA Annu Symp Proc 2007:553-557. 18693897
21. Funk ME Reid CA Indexing consistency in MEDLINE Bull Med Libr Assoc 1983, 71(2):176-183. 227138 6344946