By Thomas S. Huang, Anton Nijholt, Maja Pantic, Alex Pentland
This booklet constitutes the completely refereed post-proceedings of 2 occasions discussing AI for Human Computing; one particular consultation in the course of the 8th foreign ACM convention on Multimodal Interfaces (ICMI 2006), held in Banff, Canada, in November 2006 and a Workshop geared up along with the twentieth overseas Joint convention on man made Intelligence (IJCAI 2007), held in Hyderabad, India, in January 2007.
A huge variety of the contributions during this cutting-edge survey are up-to-date and prolonged types of the papers awarded in the course of those occasions. so that it will receive a extra whole evaluation of study efforts within the box of human computing, a couple of extra invited contributions are integrated during this e-book on AI for human computing.
The 17 revised papers offered have been conscientiously chosen from various submissions to and displays made on the occasions and comprise invited articles to around off assurance of all correct issues of the rising subject. The papers are prepared in 3 components: a component on foundational problems with human computing, a component on sensing people and their actions, and a component on anthropocentric interplay models.
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Extra resources for Artifical Intelligence for Human Computing: ICMI 2006 and IJCAI 2007 International Workshops, Banff, Canada, November 3, 2006 Hyderabad, India,
Instinctive computing aims to detect anomalous events from seemingly disconnected ambient data that we take for granted. For example, the human body is a rich ambient data source: temperature, pulses, gestures, sound, forces, moisture, et al. Many electronic devices also provide pervasive ambient data streams, such as mobile phones, surveillance cameras, satellite images, personal data assistants, wireless networks and so on. Intuition is a subconscious perception without thinking. , contours, while reducing interference from higher-level face cognition .
Current body scanners use a millimeter-wave transceiver to reflect the signal of the human Instinctive Computing 33 body-and any objects it carries, including weapons hidden under clothing. However, these high-resolution scanned images also reveal human body details2. This has caused airport and transportation officials in several countries to refuse to test the scanners until researchers find more suitable ways to conceal certain parts of the human body. At Carnegie Mellon University's Ambient Intelligence Lab, we are working to develop a method that can efficiently find and conceal humans' private parts .
The transparent scale In the first study, we told the male subjects to imagine they (or their girlfriends or wives) had to walk through a 3D holographic scanner that would display resulting images to airport security officials on duty. They were asked to choose between a blurred or transparent image. 2 on the transparent scale. 8 on the transparent scale. In the second study, we told subjects to rate their concern about privacy versus security in a scenario where we would also observe others possibly trying to conceal 36 Y.
Artifical Intelligence for Human Computing: ICMI 2006 and IJCAI 2007 International Workshops, Banff, Canada, November 3, 2006 Hyderabad, India, by Thomas S. Huang, Anton Nijholt, Maja Pantic, Alex Pentland