دانلود مقاله ISI انگلیسی شماره 52609
عنوان فارسی مقاله

نسل مدل محاسباتی انسانی با مهندسی دانش

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
52609 2014 18 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Generation of human computational models with knowledge engineering
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Engineering Applications of Artificial Intelligence, Volume 35, October 2014, Pages 259–276

کلمات کلیدی
محیط مهندسی سیستم های اطلاعاتی - محیط هوشمند نمونه سازی سریع و آزمایش - مدل های محاسباتی انسان - کسب دانش - بر اساس عامل شبیه سازی اجتماعی
پیش نمایش مقاله
پیش نمایش مقاله نسل مدل محاسباتی انسانی با مهندسی دانش

چکیده انگلیسی

The Ambient Intelligence (AmI) paradigm envisions systems whose central entity is the user. AmI integrates technologies such as Artificial Intelligence, implicit Human Computer Interaction, and Ubiquitous Services. Each capability of AmI systems is oriented towards assistance of humans at work, in the classroom, or even at home. In consequence, the AmI development process usually incorporates the final user since the first stages. However, having users available during all this long process is not always possible. Agent-based social simulations where the users׳ role is played by simulated entities can be used to make the AmI development process faster and more effective. In this scenario, the modelling of CMHBs (Computational Models of Human Behaviour) is a major challenge. To address this issue, this paper proposes a methodology whose main contributions are: (1) the use of domain experts׳ knowledge to create CMHBs; (2) a common methodological framework to develop CMHBs by combining information obtained from sensors׳ perceptions and experts׳ experiences; and, (3) open source tools to support this development paradigm. The paper also presents a full case of study in a hospital which illustrates: the number of recommendations made by the methodology; the techniques proposed (mainly the use of ontologies and temporal reasoning); and, the potential of the methodology to model the personnel in a hospital.

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