ALEF: From application to platform for adaptive collaborative learning

Recommender Systems for Technology Enhanced Learning: Research Trends and Applications

Volumn , Issue , 2014, Pages 195-225

  Bielikovà, Mària ^a   Šimko, Mariàn ^a   Barla, Michal ^a   Tvarožek, Jozef ^a   Labaj, Martin ^a   Móro, Róbert ^a   Srba, Ivan ^a   Ševcech, Jakub ^a  

^a SLOVAK UNIVERSITY OF TECHNOLOGY   (Slovakia)

Author keywords

Adaptive learning; Collaborative learning; Educational platform; Personalized recommendation; Web 2.0

Indexed keywords

EDUCATION COMPUTING; LEARNING SYSTEMS; STUDENTS;

ADAPTIVE LEARNING; COLLABORATIVE LEARNING; EDUCATIONAL PLATFORMS; PERSONALIZED RECOMMENDATION; WEB 2.0;

EDUCATION;

EID: 84956529085     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-4939-0530-0_10     Document Type: Chapter

References (46)

1. BeaumontI, BrusilovskyP(1995)Adaptive educational hypermedia: from ideas to real systems. In: Maurer H (ed) Proc of ED-MEDIA’95 - World Conf on educational multimedia and hypermedia, Graz, Austria, pp 93-98
2. Berners-Lee T (2005) Berners-Lee on the read/write web. http://news.bbc.co.uk/2/hi/tech-nology/4132752.stm. Accessed 27 Jan 2013
3. BrusilovskyP(2004)KnowledgeTree: a distributed architecture for adaptive e-learning. In: Proc of the 13th Int World Wide Web Conf, WWW’04. ACM Press, New York, NY, pp 104-113
4. BrusilovskyP, PeyloC(2003)Adaptive and intelligent web-based educational systems. Int J Artif Intell Educ13:156-169
5. BurkhardtJ, DétienneF, HébertA, PerronL, SafinS, LeclercqP(2009)An approach to assess the quality of collaboration in technology-mediated design situations. In: Proc of European Conf on cognitive ergonomics: designing beyond the product (ECCE’09). VTT Technical Res. Centre of Finland, VTT, Finland
6. CristeaAI, de MooijA(2003)LAOS: layered WWW AHS authoring model and their corresponding algebraic operators. In: Proc The 12th Int World Wide Web Conf WWW’03. Alternate track on education, Budapest, Hungary
7. CristeaAI, GhaliF, Joy M (2011) Social, personalized lifelong learning. In: E-Infrastructures and Tech for lifelong learning (ETLL). IGI Global, Hershey, PA, pp 90-125
8. CimianoP(2006)Ontology learning and population from text: algorithms, evaluation and applications. Springer, New York, NY
9. CrestaniF, LeePL(2000)Searching the web by constrained spreading activation. Inf Process Manag36(4):585-605
10. De BraP, HoubenGJ, Wu H (1999) AHAM: a Dexter-based reference model for adaptive hypermedia. In: Proc. Of ACM Conf. On Hypertext and Hypermedia. ACM, New York, NY, pp 147-156
11. DownesS(2005)E-learning 2.0. ACM eLearn Maga10:1
12. EdmundsonHP(1969)New methods in automatic extracting. J ACM16(2):264-285
13. GongY, Liu X (2001) Generic text summarization using relevance measure and latent semantic analysis. In: Proc of the 24th ACM SIGIR. ACM, New York, NY, pp 19-25
14. HinzeU, BischoffM, Blakowski G (2002) Jigsaw method in the context of CSCL. In: Proc. Of world Conf. On educational multimedia, hypermedia and telecommunications. Association for the Advancement of Computing in Education, Norfolk, VA, pp 789-794
15. IEEE (2002) LTSC draft standard for learning object metadata. IEEE Standard 1484.12.1
16. KochN, WirsingM(2002)The Munich reference model for adaptive hypermedia applications. In: Adaptive hypermedia and adaptive web-based systems. Lecture notes in computer science, vol 2347. Springer, Heidelberg, pp 213-222
17. KoperR, RusmanE, SloepP(2005)Effective learning networks. Lifelong Learn Europe1: 18-27
18. KostelnikR, BielikovaM(2003)Web-based environment using adapted sequences of programming exercises. In: Proc. Of Inf. systems implementation and modelling, ISIM2003, MARQ Ostrava, Brno, pp 33-40
19. LabajM(2011)Web-based learning support based on implicit feedback. Inform Sci Tech Bull ACM Slovakia3(2):76-78
20. LinY, HuangY, ChengS(2010)An automatic group composition system for composing collaborative learning groups using enhanced particle swarm optimization. Comput Educ55(4): 1483-1493
21. LuhnHP(1958)The automatic creation of literature abstracts. IBM J Res Dev2(2):159-165
22. ManouselisN, DrachslerH, VuorikariR, HummelH, KoperR(2010)Recommender systems in technology enhanced learning. In: Rokach L, Shapira B, Kantor P, Ricci F (eds) Recommender systems handbook: a complete guide for research scientists & practitioners. Springer, New York, NY, pp 387-415
23. MeccawyMet al(2008)WHURLE 2.0: adaptive learning meets web 2.0. In: EC-TEL ‘08 Proc of the 3rd European Conf on Tech enhanced learning: times of convergence, vol 5192, Lecture Notes in Computer Science. Springer, Heidelberg, pp 274-279
24. MichlikP, BielikovaM(2010)Exercises recommending for limited time learning. Proc Comput Sci1(2):2821-2828
25. Mihal V, Bielikova M (2011) Domain model relations discovering in educational texts based on user created annotations. In: Proc of 14th Int Conf on interactive collaborative learning and 11th Int Conf Virtual University. IEEE, Piscataway, NJ, pp 542-547
26. MoroR, Bielikova M (2012) Personalized text summarization based on important terms identification. In: Proc of DEXA 2012 workshops (TIR 2012), 23rd Int workshop on database and expert systems applications. IEEE Computer Society, Los Alamitos, CA, pp 131-135
27. MoroR(2012)Combinations of different raters for text summarization. Inform Sci Tech Bull ACM Slovakia4(2):56-58
28. MoroR, SrbaI, UncikM, BielikovaM, Simko M (2011) Towards collaborative metadata enrichment for adaptive web-based learning. In: Proc of IEEE/WIC/ACM Int Conf on web intelligence and intelligent agent technology - workshops. IEEE Computer Society, Los Alamitos, CA, pp 106-109
29. ModritscherF(2010)Towards a recommender strategy for personal learning environments. Proc Comput Sci1(2):2775-2782
30. OunnasA, DavisH, Millard D (2008) A framework for semantic group formation. In: Proc of the 2008 eighth IEEE Int Conf on advanced learning technologies (ICALT’08). IEEE Computer Society, Washington, DC, pp 34-38
31. SantosOC, BoticarioJG(2011)Requirements for semantic educational recommender systems in formal e-learning scenarios. Algorithms4(2):131-154
32. SelimHM, AskinRG, VakhariaAJ(1998)Cell formation in group technology: review, evaluation and directions for future research. Comput Indust Eng34(1):3-20
33. SollerA(2007)Adaptive support for distributed collaboration. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web, vol 4321, Lecture Notes in Computer Science. Springer, Heidelberg, pp 573-595
34. Srba I, Bielikova M (2010) Tracing strength of relationships in social networks. In: 2010 IEEE/WIC/ACM Int Conf on web intelligence and intelligent agent technology. IEEE, Washington, DC, pp 13-16
35. SrbaI, BielikovaM(2012)Encouragement of collaborative learning based on dynamic groups. In: Proc of EC TEL 2012, 7th European Conf on technology enhanced learning, vol 7563, Lecture notes in computer science. Springer, Berlin, pp 432-437
36. SteinbergerJ, JezekK(2005)Text summarization and singular value decomposition. In: Proc advances in information systems (ADVIS 04), vol 3261, Lecture notes in computer science. Springer, Berlin, pp 245-254
37. SalounP, VelartZ, NekulaJ(2013)Towards automated navigation over multilingual content. In: Semantic hyper/multimedia adaptation, vol 418, Studies in computational intelligence. Springer, Berlin, pp 203-229
38. SevcechJ, Bielikova M (2011) Automatic annotation of non-English web content. In: Proc of IEEE/WIC/ACM Int Conf on web intelligence and intelligent agent technology - workshops. IEEE Computer Society, Los Alamitos, CA, pp 281-283
39. SimkoM(2012)Automated acquisition of domain model for adaptive collaborative web-based learning. Inform Sci Tech Bull ACM Slovakia4(2):1-9
40. SimkoM, BarlaM, BielikovaM(2010)ALEF: a framework for adaptive web-based learning 2.0. In: Proc of IFIP, vol 324, Advances in information and communication technology. Springer, Berlin, pp 367-378
41. SimkoM, BarlaM, MihalV, UncikM, Bielikova M (2011) Supporting collaborative web-based education via annotations. In: ED-MEDIA 2011: Proc of World Conf on educational multimedia, hypermedia & telecommunications. AACE: Association for the Advancement of Computing in Education, Chesapeake, VA, pp 2576-2585
42. SimkoM, BielikovaM(2009)Automated educational course metadata generation based on semantics discovery. In: Proc of European Conf on technology enhanced learning, EC TEL 2009, Nice, France, vol 5794, Lecture notes in computer science. Springer, Berlin, pp 99-105
43. SimkoM, BielikovaM(2009)Automatic concept relationships discovery for an adaptive e-course. In: Barnes T et al (ed) Proc of educational data mining 2009: 2nd Int Conf on educational data mining, EDM 2009, Cordoba, Spain, pp 171-179
44. Simko M, Bielikova M (2012) Discovering hierarchical relationships in educational content. In: Proc of 11th Int Conf on web-based learning, ICWL, vol 7558, Lecture notes in computer science. Springer, Berlin, pp 132-141
45. UncikM, BielikovaM(2010)Annotating educational content by questions created by learners. In: Proc of SMAP2010. IEEE Signal Processing Society, Washington, DC, pp 13-18
46. Vozar O, Bielikova M (2008) Adaptive test question selection for web-based educational system. In: Proc of SMAP 2008 - 3rd Int workshop on semantic media adaptation and personalization Prague CR. CS IEEE Press, Washington, DC, pp 164-169