While there is an emerging and always-growing interest for novel paradigms appeared recently (e.g., social networks, Cloud computing, NoSQL databases, Big Data, and so forth), Artificial Intelligence (AI) always plays a critical role in next-generation Information Systems. Indeed, as technology and paradigms pervade our life, there is a challenging need for smarter and more sophisticated Information Systems, for instance using innovative methodologies like crowdsourcing. As a consequence, it is natural to foresee the advancement of a novel class of Information Systems, which we call as AI-Inspired Information Systems. Basically, these are Information Systems which incorporate in their critical layers (i.e., design, implementation, validation) AI methodologies, yet extending their roots to classical foundations, with, indeed, exciting innovations.
Titolo: | Design, implementation and validation of AI-inspired information systems | |
Autori: | ||
Data di pubblicazione: | 2015 | |
Rivista: | ||
Abstract: | While there is an emerging and always-growing interest for novel paradigms appeared recently (e.g., social networks, Cloud computing, NoSQL databases, Big Data, and so forth), Artificial Intelligence (AI) always plays a critical role in next-generation Information Systems. Indeed, as technology and paradigms pervade our life, there is a challenging need for smarter and more sophisticated Information Systems, for instance using innovative methodologies like crowdsourcing. As a consequence, it is natural to foresee the advancement of a novel class of Information Systems, which we call as AI-Inspired Information Systems. Basically, these are Information Systems which incorporate in their critical layers (i.e., design, implementation, validation) AI methodologies, yet extending their roots to classical foundations, with, indeed, exciting innovations. | |
Handle: | http://hdl.handle.net/11368/2871880 | |
Digital Object Identifier (DOI): | http://dx.doi.org/10.1007/s10844-013-0287-y | |
URL: | http://link.springer.com/journal/10844/45/1/page/1 | |
Appare nelle tipologie: | 1.1 Articolo in Rivista |
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Design, implementation and validation of AI-inspired information systems.pdf | articolo principale | Documento in Versione Editoriale | Digital Rights Management non definito | Open Access Visualizza/Apri |