Agent-based computing is a promising approach for developing applications in complex domains. However, despite the great deal of research in the area, a number of challenges still need to be faced (i) to make agent-based computing a widely accepted paradigm in software engineering practice, and (ii) to turn agent-oriented software abstractions into practical tools for facing the complexity of modern application areas. In this paper, after a short introduction to the key concepts of agent-based computing (as they pertain to software engineering), we characterise the emerging key issues in multiagent systems (MASs) engineering. In particular, we show that such issues can be analysed in terms of three different “scales of observation”, i.e., in analogy with the scales of observation of physical phenomena, in terms of micro, macro, and meso scales. Based on this characterisation, we discuss, for each scale of observation, what are the peculiar engineering issues arising, the key research challenges to be solved, and the most promising research directions to be explored in the future.

Challenges and Research Directions in Agent-Oriented Software Engineering / ZAMBONELLI FRANCO; OMICINI ANDREA. - In: AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS. - ISSN 1387-2532. - STAMPA. - 9:3(2004), pp. 253-283. [10.1023/B:AGNT.0000038028.66672.1e]

Challenges and Research Directions in Agent-Oriented Software Engineering

OMICINI, ANDREA
2004

Abstract

Agent-based computing is a promising approach for developing applications in complex domains. However, despite the great deal of research in the area, a number of challenges still need to be faced (i) to make agent-based computing a widely accepted paradigm in software engineering practice, and (ii) to turn agent-oriented software abstractions into practical tools for facing the complexity of modern application areas. In this paper, after a short introduction to the key concepts of agent-based computing (as they pertain to software engineering), we characterise the emerging key issues in multiagent systems (MASs) engineering. In particular, we show that such issues can be analysed in terms of three different “scales of observation”, i.e., in analogy with the scales of observation of physical phenomena, in terms of micro, macro, and meso scales. Based on this characterisation, we discuss, for each scale of observation, what are the peculiar engineering issues arising, the key research challenges to be solved, and the most promising research directions to be explored in the future.
2004
Challenges and Research Directions in Agent-Oriented Software Engineering / ZAMBONELLI FRANCO; OMICINI ANDREA. - In: AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS. - ISSN 1387-2532. - STAMPA. - 9:3(2004), pp. 253-283. [10.1023/B:AGNT.0000038028.66672.1e]
ZAMBONELLI FRANCO; OMICINI ANDREA
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1798
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 221
  • ???jsp.display-item.citation.isi??? 138
social impact