Location
Hilton Waikoloa Village, Hawaii
Event Website
https://hicss.hawaii.edu/
Start Date
7-1-2025 12:00 AM
End Date
10-1-2025 12:00 AM
Description
This paper continues the development of concepts, structures and transformations for developing self-adapting analytic systems. We propose five properties that such systems must have and present some examples of base structures and subsequent transformations. We suggest a software architecture based on a virtual machine which provides an analytic infrastructure on which domain analytics can be built. The structures and transformations for developing the analytic infrastructure and domain analytics are based on previous work by Greiner (1980), Lenat (1983), and Oresky, Clarkson, Lenat, and Kaisler (1989).
Recommended Citation
Kaisler, Stephen; Money, William; Espinosa, J. Alberto; and Armour, Frank, "A Design Proposal for Self-Adapting Analytic Systems: Properties and Transformation" (2025). Hawaii International Conference on System Sciences 2025 (HICSS-58). 4.
https://aisel.aisnet.org/hicss-58/da/big_data_and_analytics/4
A Design Proposal for Self-Adapting Analytic Systems: Properties and Transformation
Hilton Waikoloa Village, Hawaii
This paper continues the development of concepts, structures and transformations for developing self-adapting analytic systems. We propose five properties that such systems must have and present some examples of base structures and subsequent transformations. We suggest a software architecture based on a virtual machine which provides an analytic infrastructure on which domain analytics can be built. The structures and transformations for developing the analytic infrastructure and domain analytics are based on previous work by Greiner (1980), Lenat (1983), and Oresky, Clarkson, Lenat, and Kaisler (1989).
https://aisel.aisnet.org/hicss-58/da/big_data_and_analytics/4