The AAAI-13 Conference Workshops
نویسندگان
چکیده
The third workshop on activity context-aware system architectures sought to explore architectures for intelligent context-aware systems delivering complex functionality, with direct access to information, simplifying business processes and activities while providing domain-specific and task-specific depth in interactive banking, insurance, wealth management, finance, clinical, legal, telecom customer service, operations, supply chain, connected living room, and personal assistants. Such systems understand not just words, but intentions and the context of the interaction. Such architectures are expected to dramatically improve the quality of proactive decision support provided by virtual agents by enabling them to seek explanations, make predictions, generate and test hypotheses, and perform what-if analyses. The systems can provide extreme personalization (N = 1) by inferring user intent, making relevant suggestions, maintaining context, carrying out cost-benefit analysis from multiple perspectives, finding similar cases from organizational and personal episodic memory before such cases are searched for, finding relevant documents and answers, and finding issues resolved by experts in similar situations. The architectures are expected to enable meaningfully relating, finding, and connecting people and information sources through discovery of causal, temporal, and spatial relations. This workshop sought to bring together researchers from the AI and human-computer interaction (HCI) communities to address key research challenges needed to create activity context-aware digital workspaces in the near future. Key highlights of the workshops included an introduction and review by Pankaj Mehra (Fusion-io) and strong motivation for context-aware systems, followed by a keynote talk by
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عنوان ژورنال:
- AI Magazine
دوره 34 شماره
صفحات -
تاریخ انتشار 2013