1. Mining text and data on chemicals Lars Juhl Jensen

2. three parts

3. text mining

4. data integration

5. medical records

6. Part 1text mining

7. exponential growth

10. some things are constant

12. ~45 seconds per paper

13. information retrieval

14. find the relevant papers

15. still too much to read

16. computer

17. as smart as a dog

18. teach it specific tricks

21. named entity recognition

22. identify the concepts

23. small molecules

24. proteins

25. diseases

26. comprehensive lexicon

27. synonyms

28. orthographic variation

29. “black list”

30. unfortunate names

31. Reflect

32. augmented browsing

33. browser add-on

34. Pafilis, O’Donoghue, Jensen et al., Nature Biotechnology, 2009 O’Donoghue et al., Journal of Web Semantics, 2010

35. Firefox

36. Internet Explorer

37. Google Chrome

38. Safari

39. Utopia Documents

40. web services

41. collaboration

45. SciVerse