Today’s conversational interfaces are largely based on the paradigm of information retrieval from databases. In this position paper, we propose a radically different approach: building CIs on top of existing web applications. Such a system will draw together research in task modeling, web usage mining, information extraction, as well as the vast amount of existing research on traditional CIs. 1
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