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1、    学业成就与学业风险的预测基于学习分析领域中预测指标的文献综述    baker r s,corbett a t,koedinger k r.(2004)detecting student misuse of intelligent tutoring systemsc/international conference on intelligent tutoring systems.531-540.bakharia a,dawson s.(2011)snapp:a birds-eye view of temporal participant inte

2、ractionc/international conference on learning analytics and knowledge,lak 2011,banff,ab,canada,february 27-march. dblp,168-173.berry,l. j.(2017)using learning analytics to predict academic success in online and face-to-face learning environmentsd. us:boise state university. 1-129bukralia r,deokar a

3、v,sarnikar s(2015). using academic analytics to predict dropout risk in e-learning coursesm/reshaping society through analytics,collaboration,and decision support. springer international publishing,67-93.crick r d,huang s,shafi a a,et al.(2015)developing resilient agency in learning:the internal str

4、ucture of learning powerj. british journal of educational studies,63(2):121-160.dawson s p,winslett g m,burr l.(2004)toward a quantitative analysis of online communitiesj. online learning.dawson s.(2010)seeingthe learning community:an exploration of the development of a resource for monitoring onlin

5、e student networkingj. british journal of educational technology,41(5):736-752.ferguson r,shum s b.(2011)learning analytics to identify exploratory dialogue within synchronous text chatc/international conference on learning analytics and knowledge. acm,99-103.gasevic d,jovanovic j,kai p,et al.(2012)

6、self-regulated workplace learning:a pedagogical framework and semantic web-based environmentj. journal of educational technology & society,15(4):75-88.glaser r.(1984)education and thinking:the role of knowledge.j.american psychologist,39(2):93-104.godfrey p,crick r d,huang s.(2013)systems thinki

7、ng,systems design and learning power in engineering educationj. international journal of engineering education,30(1):112-127.halawa s.(2014)mooc dropouts:what we learn from students who leavej.university world news,available at:www.universityworlholocher-ertl t,fabian c m,siadaty m,et al.(2011)self-

8、regulated learners and collaboration:how innovative tools can address the motivation to learn at the workplace?m/towards ubiquitous learning. springer berlin heidelberg,506-511.jackson t,mackenzie j,hobfoll s e.(2000)communal aspects of self-regulation.j. continental shelf research,31(14):275-300.j&

9、#243;hann ari lárusson,white b.(2012)monitoring student progress through their written“point of originality”c/international conference on learning analytics and knowledge. acm,212-221.ley t,kump b.(2013)which user interactions predict levels of expertise in work-integrated learning?m/scaling up

10、 learning for sustained impact. springer berlin heidelberg,178-190.liddo a d,shum s b,(2011)quinto i,et al. discourse-centric learning analyticsc/proceedings of the 1st international conference on learning analytics and knowledge.23-33.macfadyen l p,dawson s.(2010)mining lms data to develop an“early

11、 warning system”for educators:a proof of conceptj. computers &education,54(2):588-599.malcolm,brown.(2012)learning analytics moving from concept to practicer. educause learning lnitiative:educause,1-5.manyika j,chui m,brown b,et al.(2011)big data:the next frontier for innovation,competition,and

12、productivityj. analytics.mat u b,buniyamin n,arsad p m,et al.(2014)an overview of using academic analytics to predict and improve studentsachievement:a proposed proactive intelligent interventionc/engineering education. ieee,126-130.mckay t,miller k,tritz j.(2012)what to do with actionable intellige

13、nce:e2coach as an intervention enginec/proceedings of the 2nd international conference on learning analytics and knowledge. acm,88-91.mitri d d,scheffel m,drachsler h,et al.(2016)learning pulse:using wearable biosensors and learning analytics to investigate and predict learning success in self-regul

14、ated learningj. learning andlytics & know ledge conference.park o,tennyson r d.(1986)computer-based response-sensitive design strategies for selecting presentation form and sequence of examples in learning of coordinate concepts.j. journal of educational psychology,78(2):153-158.pedro m o z s,ba

15、ker r s,heffernan n t,et al.(2015)exploring college major choice and middle school student behavior,affect and learning:what happens to students who game the system?c/international conference. 36-40.shum s b,crick r d.(2012)learning dispositions and transferable competencies:pedagogy,modelling and l

16、earning analyticsc/international conference on learning analytics & knowledge. 92-101.shum s b,ferguson r,shum b,et al.(2012)social learning analyticsj. journal of educational technology & society,15(3):3-26.shum s b.(2008)cohere:towards web 2.0 argumentationc/conference on computational mod

17、els of argument:proceedings of comma. ios press,97-108.shum s b.(2012)policy brief:learning analyticsr. moscow:unesco institute for information technologies in education,1-11.siadaty m,gasevic d,hatala m.(2009)lets meet:integrating social and learning worldsc/international conference on computationa

18、l science and engineering. ieee,879-884.siemens g,long p.(2014)penetrating the fog:analytics in learning and education.j. educause review,46(2):s866.siemens g.(2013)learning analytics the emergence of a disciplinej.american behavioral scientist,57(10):1380-1400.snow c e,biancarosa g.(2003)adolescent

19、 literacy and the achievement gap:what do we know and where do we go from here?j.new york,ny:carnegie corperation.thomas,d.,brown,j.s.(2009)learning for a world of constant change:homo sapiens,homo faber & homo ludens revisited. in proceedings of the university research for innovation:proc. 7th glion colloquium(montreux,switzerland).tobias s.(1994)interest,prior k

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