Shen Wang , Ma Yiming , Li He . Research Review on User Recommender System Based on Context Awareness[J]. Library and Information Service, 2015 , 59(21) : 128 -138 . DOI: 10.13266/j.issn.0252-3116.2015.21.019

[1] Knappmeyer M, Kiani S L, Reetz E S, et al. Survey of context provisioning middleware[J]. Communications Surveys & Tutorials, IEEE, 2013, 15(3): 1492-1519.
[2] Abowd G D, Mynatt E D, Rodden T. The human experience[J]. IEEE Pervasive Computing, 2002, 1(1): 48-57.
[3] Dey A K. Providing architectural support for building context-aware applications[EB/OL].[2015-06-21]. http://www.researchgate.net/publication/27525468_Providing_architectural_support_for_building_context-aware_applications.
[4] Ahn S, Kim D. Proactive context-aware sensor networks[EB/OL]. [2015-06-11]. http://link.springer.com/chapter/10.1007/11669463_6.
[5] Sanchez L, Lanza J, Olsen R, et al. A generic context management framework for personal networking environments[EB/OL]. [2015-06-11]. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4205268.
[6] Schilit B, Adams N, Want R. Context-aware computing applications[EB/OL]. [2015-06-01].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4624429.
[7] Chen Guanglin, Li Ming, Kotz D. Data-centric middleware for context-aware pervasive computing[J]. Pervasive and Mobile Computing, 2008, 4(2): 216-253.
[8] Schmidt A, Aidoo K A, Takaluoma A, et al. Advanced interaction in context[J]. Proc.of Intl.symposium on Handheld & Ubiquitous Computing, 1999,1707(1):89-101.
[9] Zimmermann A. Context management and personalisation[EB/OL]. [2015-06-07].http://www.itu.dk/pit/pub/uploads/Main/zimmermann.phd.pdf.
[10] Perera C, Zaslavsky A, Christen P, et al. Context aware computing for the Internet of things: A survey[J]. Communications Surveys & Tutorials, IEEE, 2014, 16(1): 414-454.
[11] Makris P, Skoutas D N, Skianis C. A survey on context-aware mobile and wireless networking: On networking and computing environments' integration[J]. Communications Surveys & Tutorials, IEEE, 2013, 15(1): 362-386.
[12] Schilit B N, Theimer M M. Disseminating active map information to mobile hosts[J]. Network, 1994, 8(5): 22-32.
[13] Ryan N, Pascoe J, Morse D. Enhanced reality fieldwork: The context aware archaeological assistant[EB/OL]. [2015-06-07].http://proceedings.caaconference.org/files/1997/44_Ryan_et_al_CAA_1997.pdf.
[14] Baltrunas L, Ludwig B, Ricci F. Matrix factorization techniques for context aware recommendation[EB/OL]. [2015-06-07].http://dl.acm.org/citation.cfm?id=2043988.
[15] Sikka R, Dhankhar A, Rana C. A survey paper on e-learning recommender system[J]. International Journal of Computer Applications, 2012, 47(9): 27-30.
[16] McLendon R, Friedman A, Bigner D, et al. Comprehensive genomic characterization defines human glioblastoma genes and core pathways[J]. Nature, 2008, 455(7216): 1061-1068.
[17] 万亚红, 黄樟钦, 陈旭辉, 等. 基于主动推理的情境感知系统框架[J]. 计算机工程, 2004, 30(12): 8-9.
[18] Cho K, Hwang I, Kang S, et al. HiCon: A hierarchical context monitoring and composition framework for next-generation context-aware services[EB/OL]. [2015-06-07]. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4579769.
[19] Samaan N, Karmouch A. Towards autonomic network management: An analysis of current and future research directions[J]. IEEE Communications Surveys & Tutorials, 2009, 11(3):22-36.
[20] 李博涵,李东静,王学良,等.多情境感知环境下RFID复合事件检测算法[J]. 南京航空航天大学学报.2015,47(3):413-420.
[21] Yamabe T, Takagi A, Nakajima T. Citron: A context information acquisition framework for personal devices[EB/OL]. [2015-08-11].http://xueshu.baidu.com/s?wd=paperuri%3A%2899c2bbc3ca4e82b86cf38d1d97dc3c6b%29&filter=sc_long_sign&tn=SE_xueshusource_2kduw22v&sc_vurl=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1541130&ie=utf-8.
[22] Zhuang Yongzhen, Chen Lei, Wang X S, et al. A weighted moving average-based approach for cleaning sensor data[EB/OL]. [2015-08-11]. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4268192.
[23] Sehic G S, Li Fei, Nastic S, et al. A programming model for context-aware applications in large-scale pervasive systems[EB/OL]. [2015-06-20].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6379067.
[24] 龚涛, 林慧苹, 孙亚红. 一种基于事件的情境感知框架[J]. 计算机工程, 2012, 38(7): 37-39.
[25] Codina V, Ricci F, Ceccaroni L. Semantically-enhanced pre-filtering for context-aware recommender systems[EB/OL]. [2015-06-11].http://dl.acm.org/citation.cfm?id=2442674.
[26] Huang Yu, Ma Xiaoming, Cao Jiannong, et al. Concurrent event detection for asynchronous consistency checking of pervasive context[EB/OL]. [2015-06-20].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4912761.
[27] Eiter T, Fink M, Schüller P, et al. Finding explanations of inconsistency in multi-context systems[J]. Artificial Intelligence, 2014, 216(16): 233-274.
[28] Chen Chenhua, Ye Chunyang, Jacobsen H A. Hybrid context inconsistency resolution for context-aware services[EB/OL]. [2015-06-20].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5767574
[29] Zhang Daqiang, Chen Min, Huang Hongyu, et al. Decentralized checking of context inconsistency in pervasive computing environments[J]. The Journal of Supercomputing, 2013, 64(2): 256-273.
[30] Lum W Y, Lau F C M. A context-aware decision engine for content adaptation[J]. IEEE Pervasive Computing, 2002,1(3):41-49.
[31] Ye Juan, Dobson S, McKeever S. Situation identification techniques in pervasive computing: A review[J]. Pervasive and mobile computing, 2012, 8(1): 36-66.
[32] Xu Chang, Cheung S C, Chan W K, et al. Heuristics-based strategies for resolving context inconsistencies in pervasive computing applications[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4595946.
[33] Akman V, Surav M. The use of situation theory in context modeling[J]. Computational Intelligence, 1997, 13(3): 427-438.
[34] Loke S W. Representing and reasoning with situations for context-aware pervasive computing: a logic programming perspective[J]. The Knowledge Engineering Review, 2004, 19(03): 213-233.
[35] Fuchs S, Rass S, Kyamakya K. Integration of ontological scene representation and logic-based reasoning for context-aware driver assistance systems[J]. Electronic Communications of the EASST, 2008(11):1-12.
[36] Cheverst K, Mitchell K, Davies N. Design of an object model for a context sensitive tourist GUIDE[J]. Computers & Graphics, 1999, 23(6): 883-891.
[37] Graff D, Werner M, Parzyjegla H, et al. An object-oriented and context-aware approach for distributed mobile applications[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5759003.
[38] Fong J, Indulska J, Robinson R. Tool support for designing CML based context models in pervasive computing[EB/OL]. [2015-06-20].http://ssrg.nicta.com.au/publications/nictaabstracts/3891.pdf.
[39] Henricksen K, Indulska J, Rakotonirainy A. Modeling context information in pervasive computing systems[EB/OL]. [2015-08-15].http://link.springer.com/chapter/10.1007/3-540-45866-2_14.
[40] Frank A U. Tiers of ontology and consistency constraints in geographical information systems[J]. International Journal of Geographical Information Science, 2001, 15(7): 667-678.
[41] Agostini A, Bettini C, Riboni D. Hybrid reasoning in the CARE middleware for context awareness[J]. International Journal of Web Engineering and Technology, 2009, 5(1): 3-23.
[42] Bouquet P, Giunchiglia F, Van Harmelen F, et al. C-owl: Contextualizing ontologies[EB/OL]. [2015-08-15].http://link.springer.com/chapter/10.1007/978-3-540-39718-2_11
[43] 张琪, 章颖华. 情境感知的科技文献协同推荐方法研究[J]. 现代图书情报技术, 2012 (2):10-17.
[44] 纪姗姗, 李春旺. 情境感知的集成融汇服务方法研究[J]. 现代图书情报技术, 2012(12): 21-26.
[45] Castro P, Chiu P, Kremenek T, et al. A probabilistic room location service for wireless networked environments[EB/OL]. [2015-06-11].http://link.springer.com/chapter/10.1007/3-540-45427-6_3.
[46] Ranganathan A, Al-Muhtadi J, Chetan S, et al. Middlewhere: A middleware for location awareness in ubiquitous computing applications[EB/OL]. [2015-08-15].http://dl.acm.org/citation.cfm?id=1045686.
[47] Henricksen K, Livingstone S, Indulska J. Towards a hybrid approach to context modelling, reasoning and interoperation[EB/OL]. [2015-06-11].http://henricksen.id.au/publications/UbiCompWorkshop04.pdf.
[48] Becker C, Nicklas D. Where do spatial context-models end and where do ontologies start? A proposal of a combined approach[EB/OL]. [2015-06-11].http://pace.itee.uq.edu.au/cw2004/Paper16.pdf.
[49] Rakib A, Faruqui R U. A formal approach to modelling and verifying resource-bounded context-aware agents[EB/OL]. [2015-08-15]. http://link.springer.com/chapter/10.1007/978-3-642-36642-0_9.
[50] 胡蓓蓓. 基于规则的情境感知信息推送架构[J]. 图书与情报, 2015,3(3): 110-117.
[51] Dong Fan, Zhang Li, Hu D H, et al. A case-based component selection framework for mobile context-aware applications[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5207912&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5207912.
[52] Kwon O, Lee N. A relationship-aware methodology for context-aware service selection[J]. Expert Systems, 2011, 28(4): 375-390.
[53] Grossmann M, Bauer M, H?nle N, et al. Efficiently managing context information for large-scale scenarios[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1392773&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1392773.
[54] Baltrunas L, Ricci F. Experimental evaluation of context-dependent collaborative filtering using item splitting[J]. User Modeling and User-Adapted Interaction, 2014, 24(1-2):7-34.
[55] Paganelli F, Giuli D. An ontology-based system for context-aware and configurable services to support home-based continuous care.[J]. IEEE Transactions on Information Technology in Biomedicine A Publication of the IEEE Engineering in Medicine & Biology Society, 2011, 15(2):324-333.
[56] Zadeh L A. Toward a generalized theory of uncertainty (GTU)——An outline[J]. Information Sciences, 2005, 172(1): 1-40.
[57] Mäntyjärvi J, Seppänen T. Adapting applications in handheld devices using fuzzy context information[J]. Interacting with Computers, 2003, 15(4): 521-538.
[58] Park H S, Yoo J O, Cho S B. A context-aware music recommendation system using fuzzy bayesian networks with utility theory[EB/OL]. [2015-06-11].http://link.springer.com/chapter/10.1007/11881599_121.
[59] Lee K F. Context-dependent phonetic hidden Markov models for speaker-independent continuous speech recognition[J]. IEEE Transactions on Acoustics Speech & Signal Processing, 1990, 38(4): 599-609.
[60] Cao Huanhuan, Jiang Daxin, Pei Jian, et al. Towards context-aware search by learning a very large variable length hidden markov model from search logs[EB/OL]. [2015-06-11].http://dl.acm.org/citation.cfm?id=1526736.
[61] Wu Huadong, Siegel M, Ablay S. Sensor fusion using Dempster-Shafer theory II: static weighting and Kalman filter-like dynamic weighting [EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1207885&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1207885.
[62] Wu Huadong, Siegel M, Stiefelhagen R, et al. Sensor fusion using Dempster-Shafer theory [for context-aware HCI] [EB/OL]. [2015-06-11].http://www.researchgate.net/publication/3950551_Sensor_fusion_using_Dempster-Shafer_theory_for_context-aware_HCI.
[63] Strobbe M, Van Laere O, Dhoedt B, et al. Hybrid reasoning technique for improving context-aware applications[J]. Knowledge and Information Systems, 2012, 31(3): 581-616.
[64] Yuan Bingchuan, Herbert J. Accountability in a context-aware smarthome healthcare reasoning System[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6903214&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6903214.
[65] Moore P T, Pham H V. Personalization and rule strategies in data-intensive intelligent context-aware systems[J]. Knowledge Engineering Review, 2015, 30(2):140-156.
[66] Forkan A R M, Khalil I, Tari Z, et al. A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living[J]. Pattern Recognition, 2015, 48(3): 628-641.
[67] Bouneffouf D, Bouzeghoub A, Gancarski A L. Hybrid-ε-greedy for mobile context-aware recommender system[EB/OL]. [2015-06-11].http://link.springer.com/chapter/10.1007/978-3-642-30217-6_39.
[68] Riboni D, Bettini C. COSAR: Hybrid reasoning for context-aware activity recognition[J]. Personal and Ubiquitous Computing, 2011, 15(3): 271-289.
[69] 刘启华. 基于情境历史的移动用户偏好挖掘研究[J]. 图书情报工作, 2012, 56(20):68-73.
[70] Adomavicius G, Sankaranarayanan R, Sen S, et al. Incorporating contextual information in recommender systems using a multidimensional approach[J]. ACM Transactions on Information Systems, 2005, 23(1):103-145.
[71] Gorgoglione M, Panniello U. Including context in a transactional recommender system using a pre-filtering approach: Two real e-commerce applications[EB/OL]. [2015-06-11].http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5136725&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5136725.
[72] Bader R, Neufeld E, Woerndl W, et al. Context-aware POI recommendations in an automotive scenario using multi-criteria decision making methods[EB/OL]. [2015-06-11].http://dl.acm.org/citation.cfm?id=1961640.
[73] 张李义, 殷聪. 面向知识挖掘的情境感知应用研究综述[J]. 图书情报工作, 2013,57(5):140-146.
[74] Schmidt A. Impact of context-awareness on the architecture of e-Learning solutions[EB/OL]. [2015-06-11].http://www.researchgate.net/publication/228379880_Impact_of_Context_Awareness_on_the_Architecture_of_Learning_Support_Systems.
[75] Zhao Xinyou, Anma F, Ninomiya T, et al. Personalized adaptive content system for context-aware mobile learning[J]. International Journal of Computer Science & Network Security, 2008, 8(8):153-161.
[76] Helou S E, Salzmann C, Gillet D. The 3A personalized, contextual and relation-based recommender system[J]. Journal of Universal Computer Science, 2010, 16(16):2179-2195.
[77] Campos P G, Fernández-Tobías I, Cantador I, et al. Context-aware movie recommendations: An empirical comparison of pre-filtering, post-filtering and contextual modeling approaches[EB/OL]. [2015-06-11].http://link.springer.com/chapter/10.1007/978-3-642-39878-0_13.
[78] Panniello U, Tuzhilin A, Gorgoglione M. Comparing context-aware recommender systems in terms of accuracy and diversity[J]. User Modeling and User-Adapted Interaction, 2014, 24(1-2):35-65. 作者贡献说明: 沈旺:论文撰写; 马一鸣:文献收集和分析; 李贺:论文总体结构框架设计。