[1] [1] FERGUSON R. The state of learning analytics in 2012: A review and future challenges[R]. Knowledge Media Institute, Technical Report. KMI-2012-01.

[2] DAWSON S, Heathcote L, et al. Harnessing ICT potential: The adoption and analysis of ICT systems for enhancing the student learning experience[J]. International Journal of Educational Management,2010, 24(2), 116-128.

[3] The New Media Consortium. The Horizon Report 2013 Higher Education Edition[EB/OL]. [2013-8-28]. http://net.educause.edu/ir/library/pdf/HR2013.pdf.

[4] 吴永和,陈丹,马晓玲,等. 学习分析——教育信息化新浪潮[J]. 远程教育杂志, 2013,313: 9-19. 

[5] SIEMENS G. Knewton-the future of education? [EB/OL].[2013-8-28]. http: // www.learninganalytics. net .

[6] BROWN M. Learning analytics: the coming third wave[EB/OL]. [2013-8-28]. http://net.educause.edu/ir/library/pdf/ELIB1101.pdf. 

[7] PARDOS Z A, BAKER R S, SAN PEDRO M O, et al. Affective states and state tests: Investigating how affect throughout the school year predicts end of year learning outcomes[C]//Poreedings of the Third International Conference on Learning Analytics and Knowledge (pp. 117-124). ACM.

[8] KIZILCEC R F, PIECH SCHNEIDERconstructing disengagement: analyzing learner subpopulations in massive open online courses[C]//Proceedings of the Third International Conference on Learning Analytics and Knowledge ACM, 2013: 170-179.

[9] LONN S, KRUMM A E, WADDINGTON R J, et al. Bridging the gap from knowledge to action: Putting analytics in the hands of academic advisors[C]. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge. ACM, 2012: 184-187.

[10] GARCA-SOLRZANO D, MORn J A, COBO G, et al. Educational monitoring tool based on faceted browsing and data portraits[C]. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge. ACM, 2012: 170-178.

[11] GUNNARSSON B L, ALTERMAN R. Understanding promotions in a case study of student blogging[C]//Proceedings of the Third International Conference on Learning Analytics and Knowledge. ACM, 2013: 57-65.

[12] SOUTHAVILAY V, YACEF K, REIMANN P, et al. Analysis of collaborative writing processes using revision maps and probabilistic topic models[C]//Proceedings of the Third International Conference on Learning Analytics and Knowledge. ACM, 2013: 38-47.

[13] FERGUSON R, SHUM S B. Social learning analytics: five approaches[C]//Proceedings of the 2nd International Conference on Learning Analytics and Knowledge. ACM, 2012: 23-33.

[14] BLIKSTEIN P. Multimodal learning analytics[C]//Proceedings of the Third International Conference on Learning Analytics and Knowledge. ACM, 2013: 102-106.

[15] CLOW D. The learning analytics cycle: closing the loop effectively[C]//Proceedings of the 2nd International Conference on Learning Analytics & Knowledge. Vancouver, BC: ACM, 2012: 134-138.

[16] GRELLER W, DRACHSLER H. Translating learning into numbers: A generic framework for learning analytics[J]. Educational Technology & Society, 2012, 15(3): 42-57.

[17] SIEMENS G, GASEVIC D, HAYTHORNTHWAITE C, et al. Open Learning Analytics: an integrated & modularized platform [R]. Eney: Solar, 2011.

[18] NIEMNN K, WOLPERS M, STOITSIS G, et al. Aggregating social and usage datasets for learning analytics: data-oriented challenges[C]//Proceedings of the Third International Conference on Learning Analytics and Knowledge. ACM, 2013: 245-249.

[19] ARNOLD K E, PISTILLI M D. Course signals at Purdue: Using learning analytics to increase student success[C]//Proceedings of the 2nd International Conference on Learning Analytics and Knowledge. ACM, 2012: 267-270.

[20] BRAMUCCI R, GASTON J. Sherpa: increasing student success with a recommendation engine[C]. LAK, 2012: 82-83.

[21] 吴永和.学习资源服务生态环境构建的研究[D].上海:华东师范大学, 2009.

[22] ZHU Z. New Challenges for Developing e-Learning Technology Standards[C]//14th International Conference on Information Technology-Learning, Education and Training & ISO/IEC JTC1 SC36 Open Forum 2006,Wuhan, China, 2006.

[23] WU Y, YU P, MA X, et al. Research on the Construction of a Learning Resource Service Eco-System Universe of Discourse[C]//International Conference on E-Business and E-Government. IEEE Xplore, 2010: 5506-5512.

[24] RITCHEY T. Analysis and synthesis: on scientific method–based on a study by Bernhard Riemann[J]. Systems Research, 1991, 8(4): 21-41.

[25] BIENKOWSKI M, FENG M, et al. Enhancing teaching and learning through educational data mining and learning analytics: An issue brief[R]. Washington, DC: SRI International, 2012.

[26] SIEMENS G, LONG P. Penetrating the Fog: Analytics in learning and education[J]. EDUCAUSE Review, 2011, 46(4): 30-32.

[27] VERBERT K, MANOUSELIS N, DRACHSLER H, et al. Dataset-driven research to support learning and knowledge analytics[J]. Educational Technology & Society, 2012,15(3): 133-148.

[28] DATATEL[EB/OL]. [2013-8-10]. http://www.teleurope.eu/pg/groups/9405/datatel/.