TY - GEN
T1 - Scenario-based modeling to capture requirements for immune inspired profile adaptation
AU - Azmi, Nurulhuda Firdaus Mohd
AU - Timmis, Jon
AU - Polack, Fiona
PY - 2013
Y1 - 2013
N2 - The human immune system has characteristics such as self-organisation, robustness and adaptivity that may be useful in the development of adaptive systems. One suitable application area for adaptive systems is Information Filtering (IF). Within the context of IF, learning and adapting user profiles is an important research area. In this paper, we proposed an architecture for adaptive IF incorporating ideas from Artificial Immune Systems (AIS). We then extract general features of potential immune inspired profile adaptation based on scenario-based modeling. The richness of scenario usage which we have encountered in this work indicates the importance of comprehensive process guidance.
AB - The human immune system has characteristics such as self-organisation, robustness and adaptivity that may be useful in the development of adaptive systems. One suitable application area for adaptive systems is Information Filtering (IF). Within the context of IF, learning and adapting user profiles is an important research area. In this paper, we proposed an architecture for adaptive IF incorporating ideas from Artificial Immune Systems (AIS). We then extract general features of potential immune inspired profile adaptation based on scenario-based modeling. The richness of scenario usage which we have encountered in this work indicates the importance of comprehensive process guidance.
KW - Artificial Immune Systems (AIF)
KW - Information Filtering (IF)
KW - Profile Adaptation
KW - Requirement Analysis
KW - Scenario-based modeling
UR - http://www.scopus.com/inward/record.url?scp=84890813207&partnerID=8YFLogxK
U2 - 10.1109/CITA.2013.6637551
DO - 10.1109/CITA.2013.6637551
M3 - Conference Proceeding (Non-Journal item)
AN - SCOPUS:84890813207
SN - 9781479910922
T3 - 2013 8th International Conference on Information Technology in Asia - Smart Devices Trend: Technologising Future Lifestyle, Proceedings of CITA 2013
BT - 2013 8th International Conference on Information Technology in Asia - Smart Devices Trend
PB - IEEE Press
T2 - 2013 8th International Conference on Information Technology in Asia, CITA 2013
Y2 - 1 July 2013 through 4 July 2013
ER -