"The Reality of Digital Science"
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The document discusses the transition to digital science and some challenges researchers face. It covers how digitization impacts various stages of research like literature review, data collection and analysis, and dissemination of results. Issues include lack of access to content, barriers to analysis and sharing data, and gaps in annotation and curation of digital research. Adoption of digital tools varies by field and incentives are needed for researchers to fully utilize new technologies. While digitization promises increased efficiency and reproducibility, the future of scientific processes being fully online is still uneven.
![[brief interlude]
Wednesday, 13 July 2011](https://image.slidesharecdn.com/scipykeynotethaney-110713144728-phpapp02/85/The-Reality-of-Digital-Science-24-320.jpg)
![10,11-dihydro-5-methyl-5H-dibenzo[b,e][1,4]diazepin-11-one
(still strains the minds of the best)
Wednesday, 13 July 2011](https://image.slidesharecdn.com/scipykeynotethaney-110713144728-phpapp02/85/The-Reality-of-Digital-Science-40-320.jpg)
![10,11-dihydro-5-methyl-5H-dibenzo[b,e][1,4]diazepin-11-one
Wednesday, 13 July 2011](https://image.slidesharecdn.com/scipykeynotethaney-110713144728-phpapp02/85/The-Reality-of-Digital-Science-42-320.jpg)
"The Reality of Digital Science"
- 1. the reality of ‘digital science’ kaitlin thaney SciPy, 13 july 2011 austin, texas Wednesday, 13 July 2011
- 2. xi. background Wednesday, 13 July 2011
- 3. about me Wednesday, 13 July 2011
- 4. Digital Science (the company) Wednesday, 13 July 2011
- 5. investment arm incubator role in-house dev Wednesday, 13 July 2011
- 6. tiered approach build to scale researcher-focused Wednesday, 13 July 2011
- 7. 1. science, tech, and moving online Wednesday, 13 July 2011
- 8. Wednesday, 13 July 2011
- 9. Wednesday, 13 July 2011
- 10. research idea lit review publish discovery share results materials retest analyze experiment collect data Wednesday, 13 July 2011
- 11. blocking points (to name a few ... ) idea lit review publish discovery share results materials retest analyze experiment collect data Wednesday, 13 July 2011
- 12. access analysis dissemination Wednesday, 13 July 2011
- 13. text text text Wednesday, 13 July 2011
- 14. discovery & delivery Wednesday, 13 July 2011
- 15. changes at the workbench Wednesday, 13 July 2011
- 16. annotation & curation Wednesday, 13 July 2011
- 17. social & administrative Wednesday, 13 July 2011
- 18. gaps still exist Wednesday, 13 July 2011
- 19. 2. key constituencies Wednesday, 13 July 2011
- 20. (3) Wednesday, 13 July 2011
- 21. machines researchers decision makers Wednesday, 13 July 2011
- 22. machines researchers decision makers Wednesday, 13 July 2011
- 23. ... annotation markup search discovery “behind the scenes” ... Wednesday, 13 July 2011
- 24. [brief interlude] Wednesday, 13 July 2011
- 25. digitisation of the scholarly canon (content is still king) Wednesday, 13 July 2011
- 26. Wednesday, 13 July 2011
- 27. Wednesday, 13 July 2011
- 28. not nearly there yet ... Wednesday, 13 July 2011
- 29. Wednesday, 13 July 2011
- 30. barriers to “access” Wednesday, 13 July 2011
- 31. still the starting point Wednesday, 13 July 2011
- 32. patents are no better (in many cases, worse) Wednesday, 13 July 2011
- 33. Wednesday, 13 July 2011
- 34. Wednesday, 13 July 2011
- 35. Wednesday, 13 July 2011
- 36. Wednesday, 13 July 2011
- 37. Wednesday, 13 July 2011
- 38. can streamline Wednesday, 13 July 2011
- 39. name disambiguation Wednesday, 13 July 2011
- 40. 10,11-dihydro-5-methyl-5H-dibenzo[b,e][1,4]diazepin-11-one (still strains the minds of the best) Wednesday, 13 July 2011
- 41. machine readability is key. agreement is hard. Wednesday, 13 July 2011
- 43. “everything is metadata ... everything can be a label.” - david weinberger Wednesday, 13 July 2011
- 44. Wednesday, 13 July 2011
- 45. Wednesday, 13 July 2011
- 46. Wednesday, 13 July 2011
- 47. machines researchers decision makers Wednesday, 13 July 2011
- 48. a few edge cases (though no field is perfect) Wednesday, 13 July 2011
- 49. Wednesday, 13 July 2011
- 50. Wednesday, 13 July 2011
- 51. CC-BY-2.0 - Plaxco Lab - http://www.flickr.com/photos/34857812@N04/ Wednesday, 13 July 2011
- 52. Wednesday, 13 July 2011
- 53. tracking expiration calibration Wednesday, 13 July 2011
- 54. ordering + processing the non-digital Wednesday, 13 July 2011
- 55. protocols parameters calibration misc. lit Wednesday, 13 July 2011
- 56. managing information different types of “data” Wednesday, 13 July 2011
- 57. often gigabytes, not terabytes Wednesday, 13 July 2011
- 58. “i invented a folder based system ...” Wednesday, 13 July 2011
- 59. “i invented a folder based system ...” “yeah, we had a LIMS. it only ever got used to store photos from lab nights out.” Wednesday, 13 July 2011
- 60. Wednesday, 13 July 2011
- 61. why? experimentation reliance data moves, grows legs funder/instit’n pressure Wednesday, 13 July 2011
- 62. Wednesday, 13 July 2011
- 63. Wednesday, 13 July 2011
- 64. Wednesday, 13 July 2011
- 65. Wednesday, 13 July 2011
- 66. machines researchers decision makers Wednesday, 13 July 2011
- 67. rewards, incentives the “ why ” Wednesday, 13 July 2011
- 68. data capture (of a different sort) Wednesday, 13 July 2011
- 69. the “social issue” best practices behaviour roadblocks discipline / researcher specific Wednesday, 13 July 2011
- 70. paper’s still the currency Wednesday, 13 July 2011
- 71. imperfect system Wednesday, 13 July 2011
- 72. “Right now we're going through a Cambrian explosion of metrics.” - Johan Bollen Nature 465, 864-866 (2010) | doi:10.1038/465864a Wednesday, 13 July 2011
- 73. there’s been a drastic spike in terms of sheer volume and type Wednesday, 13 July 2011
- 74. citation / impact factor h - index weighted citations (eigenfactor, sjr) “betweenness centrality” alt-metrics, etc. Wednesday, 13 July 2011
- 75. difficult to ... harmonise track /maintain / map understand (even still measure) Wednesday, 13 July 2011
- 76. administrators / funders = part of the research cycle Wednesday, 13 July 2011
- 77. Wednesday, 13 July 2011
- 78. Wednesday, 13 July 2011
- 79. Wednesday, 13 July 2011
- 80. 3. the reality Wednesday, 13 July 2011
- 81. “the future is here ... just not evenly distributed yet.” - William Gibson Wednesday, 13 July 2011
- 82. changing understandings, paradigms Wednesday, 13 July 2011
- 83. technology can help design decisions are key plan for the irrational Wednesday, 13 July 2011
- 84. more efficient research increase productivity enable reproducibility Wednesday, 13 July 2011
- 85. thank you. k.thaney@digital-science.com www.digital-science.com @kaythaney Wednesday, 13 July 2011