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WORK IN PROGRESS Evolving standardization will not be trivial, but the adoption of Web services technology is a solid first step because such a move can have a snowball effect: The more people are willing to provide their resources in Web services format, the more attractive this strategy becomes for others—and the more favorably users and providers will view standardization in general. Some health agencies have already taken this step. The National Cancer Institute, for example, provides a group of legacy Web services for direct access to information and has a list of applications already wrapped into Web services (http://cabio.

These are activities for which humans prepare intellectually and strategically for decades. What is surprising is that the largely subconscious social signaling that occurs at the start of the interaction appears to be more predictive than either the contextual facts (attractiveness and experience) or the linguistic structure (strategy chosen, arguments employed, and so on). 5 Frequency of data honest and fair or a conversation was interesting. We calculated a linear predictor of outcome by a cross-validated linear regression between the four audio social signaling features (described elsewhere) and behavioral outcome.

Although such a 38 Computer system wouldn’t be to everyone’s taste, this idea generally gets a thumbs-up from college undergraduates. Group dynamics Social scientists have carefully studied how groups of people make decisions and the role of social context in that process. 2,4 Improving group function requires the ability to monitor the social communication and provide real-time intervention. Human experts—facilitators or moderators—can do that effectively, but to date machines have been blind to the social signals that are such an important part of a human group’s function.

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