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活动简介

Consider a recommender which engages with its user to help her to articulate her short- or longer-term preferences. Consider too a recommender which invites the user to express an opinion about tentative recommendations in order to guide the recommender in making further recommendations. In both cases, there is a cycle of interactions between the user and the recommender. We will refer to these as conversational recommenders, and they are the topic of this workshop. Note that the phrase ‘conversational’ as defined here neither implies, nor excludes, recommenders that conduct dialogs in natural language. A conversational recommender might converse in natural language, but it may allow more constrained modes of user interaction too. Research into conversational recommenders was a prominent strand in the late 1990s and early 2000s. Papers on preference elicitation through question-asking and on recommendation critiquing (“like this but cheaper”) were common. While research and development into conversational recommenders has never gone away, it has certainly been less prominent for a while. But this seems to be changing. There seems to be renewed interest in conversational recommenders. It is this renewed interest that furnishes the rationale for holding this workshop at this time.

征稿信息

重要日期

2017-06-29
初稿截稿日期
2017-07-16
初稿录用日期
2017-07-25
终稿截稿日期

征稿范围

We will invite papers that pertain to the workshop theme including but not limited to:

  • design of conversational agents

  • critiquing in conversational recommenders

  • question-asking in conversational recommenders

  • explanations in conversational recommenders

  • active learning in conversational recommenders

  • user modelling for conversational recommenders

  • natural language interaction with recommenders

  • natural language processing for conversational recommenders

  • speech interfaces for conversational recommenders

  • dialogue management for conversational recommenders

  • UX design for conversational recommenders

  • conversation analysis for conversational recommenders

  • chatbots for conversational recommenders

  • conversational group recommenders

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重要日期
  • 08月31日

    2017

    会议日期

  • 06月29日 2017

    初稿截稿日期

  • 07月16日 2017

    初稿录用通知日期

  • 07月25日 2017

    终稿截稿日期

  • 08月31日 2017

    注册截止日期

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美国计算机学会
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