Singular Adaptive Multi-Role Intelligent Personal Assistant (SAM-IPA) for Human Computer Interaction

Khawir Mahmood, T. Rana, Abdur Rehman Raza
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引用次数: 7

Abstract

Intelligent Personal Assistance are poised to become the primary and most significant Human Computer Interface in the near future. This is attributed to advancements in Artificial Intelligence, Machine Learning, Internet of Things, Natural Language Processing and Data Sciences. A range of generic as well as specialized IPAs are being researched and developed by industry. Despite security and privacy issues, the adoption and utility of these agents is increasing. This paper proposes a singular adaptive multi-role IPA (SAM-IPA) that goes beyond scheduling and search facilities to handling multidimensional IoT as well as application data. SAM-IPA will not only act as a singular HCI responsible for delegation of multifarious tasks on behalf of the user but will also increase awareness via IoT and adapt based on ML over BigData. The proposed SAM-IPA will leverage the application interface communication mechanisms and technology potentials in the foreseeable horizon thereby drawing concrete findings while identifying research areas needing deliberation.
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面向人机交互的单一自适应多角色智能个人助理(SAM-IPA)
在不久的将来,智能个人辅助将成为主要和最重要的人机界面。这要归功于人工智能、机器学习、物联网、自然语言处理和数据科学的进步。工业界正在研究和开发一系列通用的和专门的ipa。尽管存在安全和隐私问题,但这些代理的采用和效用正在增加。本文提出了一种奇异自适应多角色IPA (SAM-IPA),它超越了调度和搜索工具,可以处理多维物联网和应用数据。SAM-IPA不仅将作为一个单一的HCI,代表用户负责各种任务的委派,还将通过物联网提高意识,并基于大数据的ML进行调整。拟议的SAM-IPA将在可预见的范围内利用应用程序接口通信机制和技术潜力,从而得出具体的结果,同时确定需要审议的研究领域。
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