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大数据在酒店管理系统中的应用 被引量:6

Application of Big Data in Hotel Management System
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摘要 酒店管理行业的发展越来越依托于数据的分析,大数据的收集、清洗优化、挖掘及整合研究分析,给酒店的经营管理提供了巨大的帮助。本文采用Tableau作为分析工具,对酒店管理系统中的酒店预订模块、客户入住模块、客户结算模块中产生的数据进行大数据分析,准确的找出酒店经营存在的问题,使酒店管理决策者实现业务的提升。 The development of the hotel management industry increasingly relies on the big data analysis nowadays. Data collection, cleaning, optimization, mining, integration research and analysis have been a huge help to the hotel management. We use the Tableau software to analyze the big data generated in the hotel booking module, customer check module and customer billing module of the hotel management system. This would be helpful to precisely find out hotel management problems and help decision makers to achieve the business improvement.
出处 《科技广场》 2015年第12期41-46,共6页 Science Mosaic
关键词 酒店管理系统 大数据分析 TABLEAU Hotel Management System Big Data Analysis Tableau
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  • 1宋国杰,唐世渭,杨冬青,王腾蛟.数据流中异常模式的提取与趋势监测[J].计算机研究与发展,2004,41(10):1754-1759. 被引量:19
  • 2G. Salton, A. Wong, C. S. Yang. A vector space model for automatic indexing[J]. Communications of the ACM, 1975,41(6) :613-620.
  • 3S. Deerwester, S. T. Dumais, G. W. Furnas, et al. Indexing by latent semantic analysis[J]. Journal of the American Society for Information Science, 1990, 41(6): 391-407.
  • 4Thomas Hofmann. Probabilistic latent semantic inde- xing[C]//Proceedings of the 22ndannual international ACM SIGIR conference on Research and developmentin information retrieval, SIGIR' 99, 1999 : 50-57.
  • 5David M. Blei, Andrew Y. Ng, Michael I. Jordan. Latent Dirichlet allocation [J]. Journal of machine learning research, 2003, 3 : 993-1022.
  • 6Gerard Salton, Edward A. Fox, Harry Wu. Extended Boolean information retrieval [J]. Communications of theACM. 1983,26(11): 1022-1036.
  • 7Cheng Xiang Zhai, Atulya Velivelli, Bei Yu. A cross- collection mixture model for comparative text mining [C]//Proceedings of the 10th ACM SIGKDD interna-tionai conference on Knowledge discovery and data mining, KDD '04, 2004: 743-748.
  • 8Xing Wei, W. Bruce Croft. LDA-based document models for ad-hoc retrieval [C]//Proceedings of the 29th annual international ACM SIGIR conference onResearch and development in information retrieval, SI- GIR '06, 2006: 178-185.
  • 9Laura Dietz, Steffen Bickel, Tobias Scheffer. Unsu- pervised prediction of citation influences[C]//Proceed- ings of the 24th international conference on Machinelearning, ICML '07, 2007: 233-240.
  • 10Qiaozhu Mei, Deng Cai, Duo Zhang, et al. Topic modeling with network regularization[C]//Proceeding of the 17th international conference on World WideWeb, WWW '08, 2008: 101-110.

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