TY - GEN
T1 - Cognitive bioinformatics
T2 - 3rd IEEE International Conference on Cognitive Informatics, ICCI 2004
AU - Kuchar, Olga Anna
AU - Reyes-Spindola, Jorge F.
AU - Benaroch, Michel
PY - 2004
Y1 - 2004
N2 - We describe a new computational cognitive model that is being developed for solving complex problems in bioinformatics. This cognitive model was developed based on observing biologists solving problems in their current environments. Bioinformatics provides several challenges to current problem-solving environments: 1) massive heterogeneous data to mine and fuse; 2) quantity of information is growing and changing on a monthly basis; 3) knowledge base is being challenged and changed as biologists learn more (this occurs on a very short schedule). This paper describes the problem domain, evolution of this new model, the model itself, how this model relates to current literature, and concludes with a summary of our ongoing research efforts.
AB - We describe a new computational cognitive model that is being developed for solving complex problems in bioinformatics. This cognitive model was developed based on observing biologists solving problems in their current environments. Bioinformatics provides several challenges to current problem-solving environments: 1) massive heterogeneous data to mine and fuse; 2) quantity of information is growing and changing on a monthly basis; 3) knowledge base is being challenged and changed as biologists learn more (this occurs on a very short schedule). This paper describes the problem domain, evolution of this new model, the model itself, how this model relates to current literature, and concludes with a summary of our ongoing research efforts.
KW - Bioinformatics
KW - Cognitive informatics, AI, computing, software engineering
KW - Cognitive model
UR - https://www.scopus.com/pages/publications/13944253620
U2 - 10.1109/COGINF.2004.1327462
DO - 10.1109/COGINF.2004.1327462
M3 - Conference contribution
AN - SCOPUS:13944253620
SN - 0769521908
SN - 9780769521909
T3 - Proceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004
SP - 84
EP - 92
BT - Proceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004
PB - IEEE Computer Society
Y2 - 16 August 2004 through 17 August 2004
ER -