2017年ACM信息与知识管理会议论文集

Ee-Peng Lim, M. Winslett, M. Sanderson, A. Fu, Jimeng Sun, Shane Culpepper, Eric Lo, Joyce Ho, D. Donato, R. Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, V. Tseng, Chenliang Li
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引用次数: 25

摘要

自1992年以来,ACM信息和知识管理国际会议(CIKM)汇集了来自知识管理、信息检索和数据管理社区的主要研究人员和开发人员,讨论先进知识和信息系统的前沿研究。我们很高兴于2017年11月6日至10日在新加坡泛太平洋酒店举办第26届CIKM,特别主题为智慧城市,智慧国家。今年我们将邀请到四位主讲嘉宾:Rajeev Rastogi(亚马逊)、Qiang Yang(科大)、Rada Mihalcea(密歇根)和K Ananth Krishnan(塔塔咨询服务)。在6-7个平行会议中,我们的计划包括171篇完整的研究论文,119篇简短的研究论文和30篇新的研究进展的演示。这个项目今年的重点可以在右边的词云中一目了然,它是由所有被接受的研究论文的标题组成的。此外,还提供8个及时研究主题的教程,以及6个主题从历史到交通,生物医学到偏见的协同研讨会。我们对今年的数据分析大赛CIKM AnalytiCup感到非常兴奋。在过去的九个月里,来自世界各地的1500多支团队通过解决由我们的企业赞助商阿里巴巴/深圳气象局、DataSpark和Lazada提出的现实世界分析问题,争夺超过6万美元的AnalytiCup奖金和旅费。第四场比赛是由DHL赞助的一场为期一个周末的黑客马拉松,在会议之前举行。11月6日,四场比赛的决赛选手将在公司评委面前进行最后的对决。在本程序中可以找到前三场比赛决赛队伍的解决方案摘要。今年还有其他一些直接针对从业者的活动。在主会议期间,我们将提供关于可扩展深度学习和可扩展数据科学的热门话题的实践教程。“案例研究”专场旨在突出早期采用者的经验和教训,今年首次推出了23项关于在有趣的应用中采用技术的研究。在主要会议之前,CIKMconnect将学生和行业聚集在一起,进行海报、技术讨论、招聘活动和网络交流。举办一次大型会议需要全村人的努力!我们的项目委员会主席,高级PC和PC成员勇敢而优雅地处理了提交的总数量:855篇完整的研究论文,419篇简短的研究论文,80个演示和103个案例研究。每篇论文由三名项目委员会成员审查,每名成员都是该领域公认的专家,并由一个独立的委员会选出完整的论文获奖者。
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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management
Since 1992, the ACM International Conference on Information and Knowledge Management (CIKM) has brought together leading researchers and developers from the knowledge management, information retrieval, and data management communities to discuss cutting-edge research on advanced knowledge and information systems. We are pleased to present the 26th edition of CIKM on 6-10 November, 2017, at the Pan Pacific Singapore hotel, with the special theme of Smart Cities, Smart Nations. This year our attendees will enjoy four keynote speakers: Rajeev Rastogi (Amazon), Qiang Yang (HKUST), Rada Mihalcea (Michigan), and K Ananth Krishnan (Tata Consultancy Services). In 6-7 parallel sessions, our program includes presentations of 171 full research papers, 119 short research papers, and 30 demonstrations of new research advances. The program's focus this year can be seen at a glance in the word cloud at right, constructed from the titles of all accepted research papers. Also on offer are eight tutorials on timely research topics, and six collocated workshops on topics ranging from history to transportation, biomedicine to bias. We are excited about our greatly expanded data analytics competition this year, the CIKM AnalytiCup. During the past nine months, over 1500 teams from all over the world have vied to win over $60,000 in AnalytiCup prizes and travel money by solving real-world analytics problems posed by our corporate sponsors Alibaba/Shenzhen Meteorological Bureau, DataSpark, and Lazada. A fourth competition, a weekend-long hackathon sponsored by DHL, takes place immediately before the conference. The finalists from all four competitions come together on 6 November for a final showdown in front of corporate judges. Solution summaries from finalist teams in the first three competitions can be found in these proceedings. Also new this year are several other events aimed directly at practitioners. During the main conference, we are offering hands-on tutorials on the hot topics of scalable deep learning and scalable data science. The Case Studies track, intended to highlight the experiences and lessons learned by early adopters, debuts this year with 23 studies of technology adoption in interesting applications. And immediately before the main conference, CIKMconnect brings together students and industry for posters, technical discussions, recruiting events, and networking. It takes a village to produce a major conference! Our program committee chairs, senior PC and PC members valiantly and gracefully handled a record total number of submissions: 855 full research papers, 419 short research papers, 80 demos, and 103 case studies. Each submission was reviewed by three program committee members, each a recognized expert in the field, and an independent committee selected the full paper awards recipients.
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