SUM'20: State-based User Modelling
SUM'20: State-based User Modelling
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SUM20：基于状态的用户建模
DOI：
10.1145/3336191.3371883
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发表时间：
2020
期刊：
影响因子：
--
通讯作者：
Bulathwela S
中科院分区：
文献类型：
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作者：
Bulathwela S
捕获和有效地利用用户状态和目标正在成为在不同的web搜索和数据挖掘应用程序中成功利用智能和以用户为中心的系统的及时挑战。这些系统的例子有对话代理、智能助手、教育和上下文信息检索系统、推荐/配对系统和广告系统，所有这些系统都依赖于识别用户状态，以便提供最相关的信息并帮助用户实现他们的目标。然而，在建立这种状态感知智能学习机制方面的工作有限。因此，设计能够跟踪用户状态的信息系统已被列为未来几年需要解决的重大挑战之一。因此，及时组织一次研讨会，重新审视设计和评估状态感知和以用户为中心的系统的问题，确保社区（跨越学术和工业背景）共同努力应对这些挑战。
Capturing and effectively utilising user states and goals is becoming a timely challenge for successfully leveraging intelligent and usercentric systems in differentweb search and data mining applications. Examples of such systems are conversational agents, intelligent assistants, educational and contextual information retrieval systems, recommender/match-making systems and advertising systems, all of which rely on identifying the user state in order to provide the most relevant information and assist users in achieving their goals. There has been, however, limited work towards building such state-aware intelligent learning mechanisms. Hence, devising information systems that can keep track of the user's state has been listed as one of the grand challenges to be tackled in the next few years [1]. It is thus timely to organize a workshop that re-visits the problem of designing and evaluating state-aware and user-centric systems, ensuring that the community (spanning academic and industrial backgrounds) works together to tackle these challenges.
DOI：
10.1145/3274784.3274788
发表时间：
2018-08
期刊：
SIGIR Forum
影响因子：
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作者：
N. Kando;Alistair Moffat;Falk Scholer;Laurianne Sitbon;Damiano Spina;A. Trotman;E. Voorhees;Emine Yilmaz;G. Zuccon
通讯作者：
N. Kando;Alistair Moffat;Falk Scholer;Laurianne Sitbon;Damiano Spina;A. Trotman;E. Voorhees;Emine Yilmaz;G. Zuccon