Publications » Molecules of Knowledge: Self-organisation of Knowledge in Knowledge-Intensive Socio-Technical Systems

Molecules of Knowledge: Self-organisation of Knowledge in Knowledge-Intensive Socio-Technical Systems

Stefano Mariani, Andrea Omicini
Managing efficiently and effectively the huge amount of information continuously produced by most of nowadays socio-technical systems (STS) is indeed a challenging task, mostly due to peculiar features such as volume, variety, and velocity of data. Since they are heavily interaction-centred and feature “humans in the loop”, STS call for approaches dealing with the dimension of interaction since their very foundation, in order to, e.g., deal with unpredictability of user behaviour. In this paper we describe the Molecules of Knowledge model (MoK for short), which addresses the above issues by integrating a chemical-inspired computational model with a socio-cognitive model of interaction in order to promote self-organisation of information as well as the adaptiveness of the coordination process. MoK promotes a paradigm shift for information sys- tems, where information items spontaneously aggregate into novel information chunks and flow toward the (potentially) interested prosumers. Accordingly, we thoroughly describe the MoK computational and inter- action models, then discuss its architecture and implementation as a Java-based technology, and finally evaluate the MoK approach through both simulations and test deployments.
Keywords: Molecules of Knowledge, anticipatory coordination, behavioural implicit communication, self-organisation, adaptiveness, socio-technical systems, knowledge-intensive environments
ACM Transactions on Autonomous and Adaptive Systems, March 2016, ACM Press, New York, NY, USA
@article{mok-taas2016,
	Address = {New York, NY, USA},
	Author = {Mariani, Stefano and Omicini, Andrea},
	Journal = {ACM Transactions on Autonomous and Adaptive Systems},
	Keywords = {Molecules of Knowledge, anticipatory coordination, behavioural implicit communication, self-organisation, adaptiveness, socio-technical systems, knowledge-intensive environments},
	Month = mar,
	Title = {{M}olecules of {K}nowledge: Self-organisation of Knowledge in Knowledge-Intensive Socio-Technical Systems},
	Year = 2016}