Ubiquitous Intelligence

Abstract

AbstractComplex systems involve multiple aspects such as domain knowledge, constraints, human roles and interaction, life cycle and process management, and organizational and social factors. Many complex systems are dynamic and need to cater for online, run time, and ad hoc requests. With the involvement of social intelligence and its complexities, such complex systems need to consider reliability, reputation, risk, privacy, security, trust, and actionability of problem-solving solutions. Research in one area can actually stimulate, complement, and enhance research in another. A typical example is agent mining technology (Cao L, Gorodetsky V, Mitkas P, IEEE Intell Syst, May/June, 2009; Cao L, Gorodetsky V, Mitkas P, Guest editors’ introduction: Agents and data mining, May/June, 2009; Cao L (ed), Data mining and multiagent integration. Springer, 2009; Gorodetsky V, et al (eds), Autonomous intelligent systems: agents and data mining. LNAI, vol 4476. Springer, 2007), which synergizes the ubiquitous intelligence for handling complex intelligent problems and systems through the combined strengths of data mining, machine learning, and multiagent systems. Other typical examples that involve ubiquitous intelligence include open complex intelligent systems (Cao L, Dai R, Open complex intelligent systems. Post & Telecom Press, 2008; Qian X, Yu J, Dai R, Chin J Nat 13(1):3–10, 1990), domain-driven actionable knowledge discovery (Cao L et al, IEEE Intell Syst 22(4):78–89, 2007), combined mining for discovering complex patterns (Cao L, Zhang H, Zhao Y, Zhang C, General frameworks for combined mining: case studies in e-government services. Submitted to ACM TKDD, 2008), and ubiquitous computing (Poslad S, Ubiquitous computing: smart devices, environments and interactions. Wiley, 2009).KeywordsUbiquitous IntelligenceHuman Social IntelligenceActionable Knowledge DiscoveryIntelligence DomainStock Data MiningThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.