网络搜索和挖掘的变化:过去、现在和未来

Davood Rafiei, Eugene Agichtein, R. Baeza-Yates, J. Kleinberg, J. Leskovec
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引用次数: 0

摘要

由于多种因素的影响,包括用户人口统计和创作行为的变化,访问网络的设备类型的变化,以及网络常用用例的变化,网络的内容一直在经历重大变化。更具体地说,根据不同的统计,移动互联网用户的数量已经超过了桌面互联网用户;相当一部分的web用例是以社交互动的形式出现的,而不是信息搜索;作者的行为已经从编辑页面和链接资源转变为与志同道合的追随者分享内容,并在帖子下留下点赞和评论。这些变化已经影响并有望塑造内容的组织、搜索、排名和分析方式。这个小组汇集了在不同领域工作的研究人员,这些领域涉及网络搜索和挖掘、网络内容和社会网络分析、语义和知识管理。小组将借鉴小组成员的经验,处理各自领域的变化。在第一轮(角色扮演)中,每个小组成员都会强烈地表明自己的立场,认为一种形式的内容将在不久的将来占据主导地位。在第二轮,小组成员将相互反驳,并就研究问题和方向分享他们对未来的看法。观众将参加与小组成员的问答环节,将他们自己的观点带入讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Shifting Landscape of Web Search and Mining: Past, Present, and Future
The Web's content has been going through major changes, triggered by multiple factors including changes in user demographic and authoring behaviour, a shift in device types that access the Web, and changes in common use cases of the Web. More specifically, the number of mobile internet users has surpassed the desktop users according to different statistics; a considerable portion of web use cases are in the form of social interactions rather than information seeking; and the authoring behaviour has transformed from compiling a page and linking resources to sharing content with like-minded followers and leaving likes and comments on posts. Those changes have influenced and are expected to shape the way the content is organized, searched, ranked and analyzed. This panel brings together researchers who have been working in different established areas related to web search and mining, web content and social network analysis, and semantics and knowledge management. The panel will draw from the experience of the panellists, dealing with changes in their respective fields. In the first (role-playing) round, each panellist will strongly take a side on where the changes are heading, arguing that one form of content will dominate in the near future. In the second round, the panellists will counter each other and will share their vision on what future holds in terms of research problems and directions. The members of the audience will participate, in a QA session with the panellists, bringing their own perspectives to the discussion.
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