| 73 | | In systems biology and transcriptomics (like the work of RIKEN-OSC), there is a need to collect lots of small data, but the process of network analysis and molecular function adds aditional structure onto this primary data. Since this is still such a young area of research, we need to keep the primary data available since many of our hypotheses and paradigms many change over time. If we would compress this data and throw it away, then we are limiting our future ability to re-evaluate our theories in the face of both new and old data. But at the same time as our analyses become more sophisticated, we may need to work with larger and larger portions of this primary data. This leads to a situation where we are working with both many small things, and many large things making this domain space big on both axes. -jessica |
| | 73 | In systems biology and transcriptomics (like the work of RIKEN-OSC), there is a need to collect lots of small data, but the process of network analysis and molecular function adds aditional structure onto this primary data. Since this is still an emerging area of research, we need to keep the primary data available since many of our hypotheses and paradigms many change over time. If we would compress this data and throw it away, then we are limiting our future ability to re-evaluate our theories in the face of both new and old data. But at the same time as our analyses become more sophisticated, we may need to work with larger and larger portions of this primary data. This leads to a situation where we are working with both many small things, and many large things making this domain space big on both axes. -jessica |
