TY - GEN
T1 - Toward genomic hypothesis creator
T2 - 1st International Conference on Discovery Science, DS 1998
AU - Maruyama, Osamu
AU - Uchida, Tomoyuki
AU - Shoudai, Takayoshi
AU - Miyano, Satoru
N1 - Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 1998.
PY - 1998
Y1 - 1998
N2 - Software tools for genomic researches like homology search are very useful and have contributed on the progress of the genomic researches. However, these tools are not designed directly toward scientific discovery and more discovery-oriented software tools are strongly expected to assist scientific discovery in genomic researches. We have designed and developed a multistrategic and discovery-oriented system Genomic Hypothesis Creator by introducing two notions: view on data and view space on data. With these newly defined notions, we describe a View Designer, a component of Genomic Hypothesis Creator, which dynamically creates new views on data and searches a view space for more appropriate views. A good view obtained from Genomic Hypothesis Creator makes it possible for us to understand the data and eventually attain to the goal of discovery. Genomic Hypothesis Creator can be extended by adding user’s own views on data and hypothesis generators into the system with plug-in interfaces. Therefore it would be feasible to apply this system to other problems than genomic researches.
AB - Software tools for genomic researches like homology search are very useful and have contributed on the progress of the genomic researches. However, these tools are not designed directly toward scientific discovery and more discovery-oriented software tools are strongly expected to assist scientific discovery in genomic researches. We have designed and developed a multistrategic and discovery-oriented system Genomic Hypothesis Creator by introducing two notions: view on data and view space on data. With these newly defined notions, we describe a View Designer, a component of Genomic Hypothesis Creator, which dynamically creates new views on data and searches a view space for more appropriate views. A good view obtained from Genomic Hypothesis Creator makes it possible for us to understand the data and eventually attain to the goal of discovery. Genomic Hypothesis Creator can be extended by adding user’s own views on data and hypothesis generators into the system with plug-in interfaces. Therefore it would be feasible to apply this system to other problems than genomic researches.
UR - http://www.scopus.com/inward/record.url?scp=22444452162&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=22444452162&partnerID=8YFLogxK
U2 - 10.1007/3-540-49292-5_10
DO - 10.1007/3-540-49292-5_10
M3 - Conference contribution
AN - SCOPUS:22444452162
SN - 3540653902
SN - 9783540653905
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 105
EP - 116
BT - Discovery Science - 1st International Conference, DS 1998, Proceedings
A2 - Arikawa, Setsuo
A2 - Motoda, Hiroshi
PB - Springer Verlag
Y2 - 14 December 1998 through 16 December 1998
ER -