[1] 王浩. 大数据时代下的思维方式变革[D]. 上海:东华大学, 2014:11-17. WANG H. The revolution of thinking model in the age of big data[D]. Shanghai:Donghua University, 2014:11-17(in Chinese).
[2] 李清, 闫娟, 朱家强, 等. 航空武器装备顶层论证技术发展现状与趋势[J]. 航空学报, 2016, 37(1):1-16. LI Q, YAN J, ZHU J Q, et al. State of art and development trends of top-level demonstration technology for aviation weapon equipment[J]. Acta Aeronautica et Astronautica Sinica, 2016, 37(1):1-16(in Chinese).
[3] 程学旗, 靳小龙, 王元卓, 等. 大数据系统和分析技术综述[J]. 软件学报, 2014, 25(9):1889-1908. CHENG X Q, JIN X L, WANG Y Z, et al. Survey on big data system and analytic technology[J]. Journal of Software, 2014, 25(9):1889-1908(in Chinese).
[4] 张东霞, 苗新, 刘丽平, 等. 智能电网大数据技术发展研究[J]. 中国电机工程学报, 2015, 35(1):2-12. ZHANG D X, MIAO X, LIU L P, et al. Research on development strategy for smart grid big data[J]. Proceedings of the CSEE, 2015, 35(1):2-12(in Chinese).
[5] 陈军飞, 邓梦华, 王慧敏. 水利大数据研究综述[J]. 水科学进展, 2017, 28(4):622-631. CHEN J F, DENG M H, WANG H M. A review of water resources big data[J]. Advances in Water Science, 2017, 28(4):622-631(in Chinese).
[6] 王艺, 任淑霞. 医疗大数据可视化研究综述[J]. 计算机科学与探索, 2017, 11(5):681-699. WANG Y, REN S X. Survey on visualization of medical big data[J]. Journal of Frontiers of Computer Science and Technology, 2017, 11(5):681-699(in Chinese).
[7] 李岩. 浅析如何从微博"大数据"探索气象服务规律[C]//第33届中国气象学会年会S20气象信息化——业务实践与技术应用. 北京:中国气象学会, 2016:6. LI Y. The analysis of how to explore the law of meteorological service from Weibo "Big Data"[C]//The 33rd Annual Meeting of the Chinese Meteorological Society S20 Meteorological Information-Business Practice and Technology Application. Beijing:Chinese Meteorological Society, 2016:6(in Chinese).
[8] 禹艳. 美国的大数据国家战略研究[D]. 长春:吉林大学, 2017:4-11. YU Y. Research on the national strategy of big data in the United States[D]. Changchun:Jilin University, 2017:4-11(in Chinese).
[9] 宋京. 政府大数据建设推进机制研究[J]. 电子世界, 2018(11):105. SONG J. Research on the promotion mechanism of government big data construction[J]. Electronics World, 2018(11):105(in Chinese).
[10] 余芳东. 大数据在政府统计中的应用、瓶颈及融合路径[J]. 调研世界, 2018(11):3-11. YU F D. The application, bottleneck and integration path of big data in government statistics[J]. The World of Survey and Research, 2018(11):3-11(in Chinese).
[11] 曹凌. 大数据创新:欧盟开放数据战略研究[J]. 情报理论与实践, 2013, 36(4):118-122. CAO L. Big data innovation:EU open data strategy study[J]. Information Studies:Theory & Application, 2013, 36(4):118-122(in Chinese).
[12] 卫凤林, 董建, 张群. 《工业大数据白皮书(2017版)》解读[J]. 信息技术与标准化, 2017(4):13-17. WEI F L, DONG J, ZHANG Q. Interpretation of Industrial Big Data White Paper(2017)[J]. Information Technology & Standardization, 2017(4):13-17(in Chinese).
[13] 谢卫红, 樊炳东, 董策. 国内外大数据产业发展比较分析[J]. 现代情报, 2018, 38(9):113-121. XIE W H, FAN B D, DONG C. Comparative analysis of big data industry development at home and abroad[J]. Journal of Modern Information, 2018, 38(9):113-121(in Chinese).
[14] CHEN J, LYU Z, LIU Y Y, et al. A big data analysis and application platform for civil aircraft health management[C]//2016 IEEE Second International Conference on Multimedia Big Data (BigMM). Piscataway, NJ:IEEE Press, 2016:404-409.
[15] MURUGAN A, MYLARASWAMY D, XU B, et al. Big data infrastructure for aviation data analytics[C]//2014 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM). Piscataway, NJ:IEEE Press, 2014:1-6.
[16] 孙帅. 民用航空中"大数据"的应用[J]. 民营科技, 2018(8):156. SUN S. Application of big data in civil aviation[J]. Private Technology, 2018(8):156(in Chinese).
[17] 涂子沛. 大数据[M]. 桂林:广西师范大学出版社, 2015:7-9. TU Z P. Big data[M]. Guilin:Guangxi Normal University Press, 2015:7-9(in Chinese).
[18] 李聪. 浅谈大数据在航空运输业中的应用[J]. 西部皮革, 2018, 40(14):15. LI C. Talking about the application of big data in air transportation industry[J]. West Leather, 2018, 40(14):15(in Chinese).
[19] 沈可. 大数据应用的认知和思考[J]. 科学, 2017, 69(1):38-40. SHEN K. Cognition and thinking of big data application[J]. Science, 2017, 69(1):38-40(in Chinese).
[20] GANDOMI A, HAIDER M. Beyond the hype:Big data concepts, methods, and analytics[J]. International Journal of Information Management, 2015, 35:137-144.
[21] 李国杰, 程学旗. 大数据研究:未来科技及经济社会发展的重大战略领域——大数据的研究现状与科学思考[J]. 中国科学院院刊, 2012, 27(6):647-657. LI G J, CHEN X Q. Research status and scientific thinking of big data[J]. Bulletin of the Chinese Academy of Sciences, 2012, 27(6):647-657(in Chinese).
[22] 孟小峰, 慈祥. 大数据管理:概念、技术与挑战[J]. 计算机研究与发展, 2013, 50(1):146-169. MENG X F, CI X. Big data management:Concepts, techniques and challenges[J]. Journal of Computer Research and Development, 2013, 50(1):146-169(in Chinese).
[23] Nature Editorial. Community cleverness required[J]. Nature, 2008, 455(7729):1.
[24] JONATHAN O, GERALD M, SANDRINE B, et al. Dealing with data[J]. Science, 2011, 331(6018):639-806.
[25] 廖湘科, 谭郁松, 卢宇彤, 等. 面向大数据应用挑战的超级计算机设计[J]. 上海大学学报(自然科学版), 2016, 22(1):3-16. LIAO X K, TAN Y S, LU Y T, et al. On the challenge for supercomputer design in the big data era[J]. Journal of Shanghai University (Natural Science), 2016, 22(1):3-16(in Chinese).
[26] 薛付忠. 健康医疗大数据驱动的健康管理学理论方法体系[J]. 山东大学学报(医学版), 2017, 55(6):1-29. XUE F Z. Healthcare big data driven theory and methodology for health management[J]. Journal of Shandong University (Health Sciences), 2017, 55(6):1-29(in Chinese).
[27] WONG P K C, KALAM A, BARR R. A"big data" challenge:Turning smart meter voltage quality data into actionable information[C]//22nd International Conference and Exhibition on Electricity Distribution(CIRED 2013). Piscataway, NJ:IEEE Press, 2013:1-4.
[28] LI D, GUO S L, YIN J B. Big data analysis based on POT method for design flood prediction[C]//IEEE International Conference on Big Data Analysis (ICBDA). Piscataway, NJ:IEEE Press, 2016:1-5.
[29] 卢杰. 大数据技术对商贸流通业发展的影响研究[J]. 商业经济研究, 2017(23):21-24. LU J. Research on the impact of big data technology on the development of trade and circulation industry[J]. Journal of Commercial Economics, 2017(23):21-24(in Chinese).
[30] 汪冬, 秦利, 魏洪河, 等. 健康医疗大数据发展现状与应用[J]. 电子技术与软件工程, 2018(11):209-210. WANG D, QIN L, WEI H H, et al. The development status and application of health medical big data[J]. Electronic Technology & Software Engineering, 2018(11):209-210(in Chinese).
[31] 刘小刚. 国外大数据产业的发展及启示[J]. 金融经济, 2013(18):224-226. LIU X G. The development and enlightenment of foreign big data industry[J]. Finance Economy, 2013(18):224-226(in Chinese).
[32] 马彬彬. 简要分析大数据的发展现状与挑战[J]. 科技资讯, 2016, 14(10):142-144. MA B B. Briefly analyze the development status and challenges of big data[J]. Science & Technology Information, 2016, 14(10):142-144(in Chinese).
[33] 李学龙, 龚海刚. 大数据系统综述[J]. 中国科学(信息科学), 2015, 45(1):1-44. LI X L, GONG H G. A survey on big data systems[J]. Scientia Sinica (Informationis), 2015, 45(1):1-44(in Chinese).
[34] PARK J S, KIM J C, SHIM G. Research on the use of big data policies in the aviation field[R]. Seoul:Korea Transportation Research Institute, 2014:1-218.
[35] QIN Z. Industrial big data visualization:A case study using flight data recordings to discover the factors affecting the airplane fuel efficiency[C]//2017 IEEE Trustcom/BigDataSE/ICESS. Piscataway, NJ:IEEE Press, 2017:853-858.
[36] SANG C, LEE S Y, JO W S. Seeking to create demand for Cheongju international airport through big data analysis[R]. Chungbuk:Chungbuk Development Research Institute, 2014:1-88.
[37] HWANG S U. The analysis of big data visualization for consumer interest tendency to YangYang international airport[J]. Journal of Hotel & Resort, 2018, 17(1):27-43.
[38] REHM F, KLAWONN F, RUSS G, et al. Modern data visualization for air traffic management[C]//NAFIPS 2007-2007 Annual Meeting of the North American Fuzzy Information Processing Society. Piscataway, NJ:IEEE Press, 2007:19-24.
[39] SANKARANARAYANAN H B, AGARWAL G, RATHOD V. An exploratory data analysis of airport wait times using big data visualisation techniques[C]//2016 International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS). Piscataway, NJ:IEEE Press, 2016:324-329.
[40] CHEN S, HUANG Y H, HUANG W Q. Big data analytics on aviation social media:The case of China southern airlines on sina weibo[C]//2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService). Piscataway, NJ:IEEE Press, 2016:152-155.
[41] TOM G, BERT D R, GUO X J. Big data in airport operations[C]//ART Workshop ‘Airport Capacity’. Piscataway, NJ:IEEE Press, 2016:9-21.
[42] CLEMONS E, JORDAN R, REYNOLDS T. Airline network and competition characterization using big data approaches[C]//2016 IEEE/AIAA 35th Digital Avionics Systems Conference (DASC). Piscataway, NJ:IEEE Press, 2016:1-10.
[43] KASTURI E, DEVI S P, KIRAN S V, et al. Airline route profitability analysis and optimization using BIG DATA analyticson aviation data sets under heuristic techniques[J]. Procedia Computer Science, 2016, 87:86-92.
[44] KIM H J, JO N O, SHIN K S. Text mining-based emerging trend analysis for the aviation industry[J]. Journal of Intelligence and Information Systems, 2015, 21(1):65-82.
[45] 陈金, 党帅, 吴波. 民机运行大数据分析平台整体架构研究[J]. 计算机测量与控制, 2018, 1:281-283. CHEN J, DANG S, WU B. Research on the overall architecture of big data analysis platform for civil aircraft operation[J]. Computer Measurement and Control, 2018, 1:281-283.
[46] LI S J, ZHANG G G, WANG J. Civil aircraft health management research based on big data and deep learning technologies[C]//2017 IEEE International Conference on Prognostics and Health Management (ICPHM). Piscataway, NJ:IEEE Press, 2017:154-159.
[47] LI S J, YANG Y, YANG L, et al. Civil aircraft big data platform[C]//2017 IEEE 11th International Conference on Semantic Computing (ICSC). Piscataway, NJ:IEEE Press, 2017:328-333.
[48] XU B, KUMAR S A. Big data analytics framework for system health monitoring[C]//2015 IEEE International Congress on Big Data (Big Data Congress). Piscataway, NJ:IEEE Press, 2015:401-408.
[49] SINGH A, KAUSHIK A. Knowledge based retrieval scheme from big data for aviation industry[C]//2015 International Conference on Computational Intelligence and Communication Networks (CICN). Piscataway, NJ:IEEE Press, 2015:918-923.
[50] ATHAN S, PESCE J, COMITZ P, et al. Predictive analytics with aviation big data[C]//2013 Integrated Communications, Navigation and Surveillance Conference (ICNS). Piscataway, NJ:IEEE Press, 2013:1-13.
[51] ANANDAVEL M, DINKAR M, BRIAN X, et al. Big data infrastructure for aviation data analytics[C]//2014 IEEE International Conference on Cloud Computing in Emerging Markets, CCEM. Piscataway, NJ:IEEE Press, 2014:1-6.
[52] 王疆民. 美联航率先同意飞行与空管共享安全数据[N]. 中国民航报, 2010-09-28(5). WANG J M. United airlines agrees to share safety data for flight and air trafficmanagement[N]. CAAC News, 2010-09-28(5) (in Chinese).
[53] 刘晓莹. 吴光辉委员:我国航空大数据分析亟待提升[N]. 科技日报, 2015-03-07(2). LIU X Y. Committee member WU G H:China's aviation big data analysis needs urgent improvement[N]. Science and Technology Daily, 2015-03-07(2) (in Chinese).
[54] 羌岚. 世界部分航空公司大数据技术应用概览[EB/OL]. (2017-04-13)[2018-05-08]. http://news.carnoc.com/list/399/399311.html. QIANG L. A survey of airline big data technology applications in the world[EB/OL]. (2017-04-13)[2018-05-08]. http://news.carnoc.com/list/399/399311.html (in Chinese).
[55] LEE A S, 任明翔, 蓝楠. MRO已经开始获得大数据技术的回报[J]. 航空维修与工程, 2018(6):27-29. LEE A S, REN M X, LAN N. MRO has begun to reap the rewards of big data technology[J]. Aviation Maintenance & Engineering, 2018(6):27-29(in Chinese).
[56] 刘丰恺, 李茜. 航空大数据技术的发展与应用[J]. 电讯技术, 2017, 57(7):849-854. LIU F K, LI Q. Development and application of big data technology in aviation industry[J]. Telecommunication Engineering, 2017, 57(7):849-854(in Chinese).
[57] HENRY C, 成磊. 大数据在预测性维修中的应用[J]. 国际航空, 2017(3):54-55. HENRY C, CHENG L. Application of big data in predictivemaintenance[J]. International Aviation, 2017(3):54-55(in Chinese).
[58] 卢薇薇. 浅谈"大数据"在民用航空领域的应用[J]. 科技与创新, 2017(10):121. LU W W. Talking about the application of "Big Data" in civil aviation[J]. Science and Technology & Innovation, 2017(10):121(in Chinese).
[59] 恽通世. 对美国航空无线电公司ARINC电子设备规范的介绍与分析[J]. 航空标准化与质量, 1987:42-50. YUN T S, Introduction and analysis of American Aeronautical Radio Company ARINC electronic equipment specification[J]. Aviation Standardization and Quality, 1987:42-50.
[60] 赵利. 普惠公司推出EngineWise服务品牌——访普惠公司发动机服务副总裁周蕾(Eva Azoulay)[J]. 航空维修与工程, 2017(5):18. ZHAO L. Pratt & Whitney introduces EngineWise service[J]. Aviation Maintenance & Engineering, 2017(5):18(in Chinese).
[61] 赵利. 航空售后服务新焦点:发动机大数据分析[J]. 航空维修与工程, 2017(6):24-26. ZHAO L. New focus of aviation aftermarket:Engine data analytics[J]. Aviation Maintenance & Engineering, 2017(6):24-26(in Chinese).
[62] 庄敏. 助力中国大飞机, 罗罗有信心更有能力——专访罗尔斯·罗伊斯公司首席执行官沃伦-伊斯特[J]. 大飞机, 2018(7):24-27. ZHUANG M. Helping China's big plane, LuoLuo is confident and more capable-Interview with Warren East, CEO of Rolls-Royce[J]. Jetliner, 2018(7):24-27(in Chinese).
[63] 蓝楠. 关于大数据技术在国内MRO领域发展现状的调查——"四大航"的机务大数据技术应用实践[J]. 航空维修与工程, 2017(8):18-22. LAN N. Development status of big data technology in the domestic MRO industry[J]. Aviation Maintenance & Engineering, 2017(8):18-22(in Chinese).
[64] 丛登志. 大数据技术在飞机维修中的应用[J]. 航空维修与工程, 2015(11):82-84. CONG D Z. Application of big data technology in aircraft maintenance[J]. Aviation Maintenance & Engineering, 2015(11):82-84(in Chinese).
[65] SEAN B. GE ramping UP results-driven big data analytics[J]. Aviation Maintenance & Engineering, 2016(5):74-75.
[66] SEAN B, 李璇. 数据分析平台正在助推发动机维修[J]. 航空维修与工程, 2016(11):44-45. SEAN B, LI X. Analytics boosting engine workscoping options[J]. Aviation Maintenance & Engineering, 2016(11):44-45(in Chinese).
[67] 曲小. 激进的产能目标, 普惠扛得住么[J]. 大飞机, 2016(4):52-55. QU X. Aggressive capacity targets, Pratt & Whitney can live?[J]. Jetliner, 2016(4):52-55(in Chinese).
[68] JAMES P, LEE A S. European airline MROs make big data pragmatic[J]. Aviation Maintenance & Engineering, 2016(12):27.
[69] BERNARD M. Big data:Using smart big data, analytics and metrics to make better decisions and improve performance[M]. New Delhi:Wiley Sons, 2015, 1-258.
[70] 马静华, 刘晓庆, 刘鲁秦. 大数据将怎样改变人类的未来[J]. 大飞机, 2017(11):12-16. MA J H, LIU X Q, LIU L Q. How big data will change the future of humanity[J]. Jetliner, 2017(11):12-16(in Chinese).
[71] LEE A S, 李璇. 维修业的数字化转型进展迅速[J]. 航空维修与工程, 2017(9):24. LEE A S, LI X. The digital transformation of the maintenance industry is progressing rapidly[J]. Aviation Maintenance & Engineering, 2017(9):24(in Chinese).
[72] 黄志澄. 航天大数据:从大科学到大事业[J]. 国际太空, 2013(12):41-44. HUANG Z D. Aerospace big data:From big science to big business[J]. Space International, 2013(12):41-44(in Chinese).
[73] 刘晓媛. 大数据与航空安全[C]//航空装备维修技术及应用研讨会论文集. 北京:中国航空学会, 2015:4. LIU X Y. Big data and aviation safety[C]//Aviation Equipment Maintenance Technology and Application Symposium Symposium. Beijing:China Society of Aeronautics and Astronautics, 2015:4(in Chinese).
[74] 王岭. 基于数字孪生的航空发动机低压涡轮单元体对接技术研究[J]. 计算机测量与控制, 2018, 26(10):286-290, 303. WANG L. Research on the docking technology of final installation for aeroengine low pressure turbine unit based on digital twin[J]. Computer Measurement & Control, 2018, 26(10):286-290, 303(in Chinese).
[75] 王兆兵, 高丽敏. 大数据时代的民机健康管理技术革新[J]. 航空维修与工程, 2018(5):20-25. WANG Z B, GAO L M. Innovation of aircraft health management technology in big data era[J]. Aviation Maintenance & Engineering, 2018(5):20-25(in Chinese).