{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T15:21:55Z","timestamp":1767626515167,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,7,9]],"date-time":"2017-07-09T00:00:00Z","timestamp":1499558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"FCT - Fundacao para a Ciencia e a Tecnologia (Portuguese Foundation for Science and Technology)","award":["POCI-01-0145-FEDER-006961"],"award-info":[{"award-number":["POCI-01-0145-FEDER-006961"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,7,9]]},"DOI":"10.1145\/3099023.3099035","type":"proceedings-article","created":{"date-parts":[[2017,7,10]],"date-time":"2017-07-10T12:17:13Z","timestamp":1499689033000},"page":"153-158","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":23,"title":["RUTICO"],"prefix":"10.1145","author":[{"given":"Amir Hossein","family":"Nabizadeh","sequence":"first","affiliation":[{"name":"Universidade do Porto, Porto, Portugal"}]},{"given":"Al\u00edpio","family":"M\u00e1rio Jorge","sequence":"additional","affiliation":[{"name":"Universidade do Porto, Porto, Portugal"}]},{"given":"Jos\u00e9","family":"Paulo Leal","sequence":"additional","affiliation":[{"name":"Universidade do Porto, Porto, Portugal"}]}],"member":"320","published-online":{"date-parts":[[2017,7,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-28702-7_1"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49130-1_11"},{"key":"e_1_3_2_1_3_1","volume-title":"EDM (Workshops)","author":"Belacel N.","year":"2014","unstructured":"N. Belacel , G. Durand , and F. Laplante . A binary integer programming model for global optimization of learning path discovery . In EDM (Workshops) , 2014 . N. Belacel, G. Durand, and F. Laplante. A binary integer programming model for global optimization of learning path discovery. In EDM (Workshops), 2014."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011143116306"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1007\/978-3-642-96868-6","volume-title":"Catalogue of Artificial Intelligence Tools","author":"Bundy A.","year":"1984","unstructured":"A. Bundy and L. Wallen . Breadth-first search . In Catalogue of Artificial Intelligence Tools , pages 13 -- 13 . Springer , 1984 . A. Bundy and L. Wallen. Breadth-first search. In Catalogue of Artificial Intelligence Tools, pages 13--13. Springer, 1984."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.19030\/tlc.v10i1.7534"},{"key":"e_1_3_2_1_7_1","first-page":"340","volume-title":"Proceeding of the 13th International Arab conference on Information Technology, ACIT","volume":"13","author":"Dargham J.","year":"2012","unstructured":"J. Dargham , D. Saeed , and H. Mcheik . E-learning at school level: Challenges and benefits . In Proceeding of the 13th International Arab conference on Information Technology, ACIT , volume 13 , pages 340 -- 345 , 2012 . J. Dargham, D. Saeed, and H. Mcheik. E-learning at school level: Challenges and benefits. In Proceeding of the 13th International Arab conference on Information Technology, ACIT, volume 13, pages 340--345, 2012."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/70.54734"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.04.017"},{"key":"e_1_3_2_1_10_1","volume-title":"KDD 2011 Workshop: Knowledge Discovery in Educational Data, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011)","author":"Durand G.","year":"2011","unstructured":"G. Durand , F. Laplante , and R. Kop . A learning design recommendation system based on markov decision processes . In KDD 2011 Workshop: Knowledge Discovery in Educational Data, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011) in San Diego, CA , 2011 . G. Durand, F. Laplante, and R. Kop. A learning design recommendation system based on markov decision processes. In KDD 2011 Workshop: Knowledge Discovery in Educational Data, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011) in San Diego, CA, 2011."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1013367.1013394"},{"key":"e_1_3_2_1_12_1","first-page":"188","volume-title":"2016 IEEE Eighth International Conference on","author":"Govindarajan K.","year":"2016","unstructured":"K. Govindarajan , V. S. Kumar , Dynamic learning path prediction--a learning analytics solution. In Technology for Education (T4E) , 2016 IEEE Eighth International Conference on , pages 188 -- 193 . IEEE, 2016 . K. Govindarajan, V. S. Kumar, et al. Dynamic learning path prediction--a learning analytics solution. In Technology for Education (T4E), 2016 IEEE Eighth International Conference on, pages 188--193. IEEE, 2016."},{"issue":"1","key":"e_1_3_2_1_13_1","first-page":"49","article-title":"Adaptive course sequencing for personalization of learning path using neural network","volume":"1","author":"Idris N.","year":"2009","unstructured":"N. Idris , N. Yusof , P. Saad , Adaptive course sequencing for personalization of learning path using neural network . Int. J. Advance. Soft Comput. Appl , 1 ( 1 ): 49 -- 61 , 2009 . N. Idris, N. Yusof, P. Saad, et al. Adaptive course sequencing for personalization of learning path using neural network. Int. J. Advance. Soft Comput. Appl, 1(1):49--61, 2009.","journal-title":"Int. J. Advance. Soft Comput. Appl"},{"issue":"4","key":"e_1_3_2_1_14_1","first-page":"389","article-title":"Adaptive learning object selection in intelligent learning systems","volume":"15","author":"Karampiperis P.","year":"2004","unstructured":"P. Karampiperis and D. Sampson . Adaptive learning object selection in intelligent learning systems . Journal of Interactive Learning Research , 15 ( 4 ): 389 , 2004 . P. Karampiperis and D. Sampson. Adaptive learning object selection in intelligent learning systems. Journal of Interactive Learning Research, 15(4):389, 2004.","journal-title":"Journal of Interactive Learning Research"},{"issue":"4","key":"e_1_3_2_1_15_1","first-page":"128","article-title":"Adaptive learning resources sequencing in educational hypermedia systems","volume":"8","author":"Karampiperis P.","year":"2005","unstructured":"P. Karampiperis and D. Sampson . Adaptive learning resources sequencing in educational hypermedia systems . Educational Technology & Society , 8 ( 4 ): 128 -- 147 , 2005 . P. Karampiperis and D. Sampson. Adaptive learning resources sequencing in educational hypermedia systems. Educational Technology & Society, 8(4):128--147, 2005.","journal-title":"Educational Technology & Society"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.09.009"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2948674.2948676"},{"key":"e_1_3_2_1_18_1","volume-title":"ITTES2016-Fourth International Instructional Technologies & Teacher Education Symposium","author":"Monteiro S.","year":"2016","unstructured":"S. Monteiro , J. A. Lencastre , A. J. Os\u00f3rio , B. D. d. Silva , P. De Waal , S. \u00c7.. Ilin , Y. K. T\u00fcrel , and M. Turban . Course design in e-learning and the relationship with attrition and dropout: a systematic review . In ITTES2016-Fourth International Instructional Technologies & Teacher Education Symposium . F\u0131rat University , 2016 . S. Monteiro, J. A. Lencastre, A. J. Os\u00f3rio, B. D. d. Silva, P. De Waal, S. \u00c7..Ilin, Y. K. T\u00fcrel, and M. Turban. Course design in e-learning and the relationship with attrition and dropout: a systematic review. In ITTES2016-Fourth International Instructional Technologies & Teacher Education Symposium. F\u0131rat University, 2016."},{"key":"e_1_3_2_1_19_1","first-page":"552","volume-title":"11th International Conference on Web Information Systems and Technologies (WEBIST)","author":"Nabizadeh A. H.","year":"2015","unstructured":"A. H. Nabizadeh , A. M. Jorge , and J. P. Leal . Long term goal oriented recommender systems . In 11th International Conference on Web Information Systems and Technologies (WEBIST) , pages 552 -- 557 , 2015 . A. H. Nabizadeh, A. M. Jorge, and J. P. Leal. Long term goal oriented recommender systems. In 11th International Conference on Web Information Systems and Technologies (WEBIST), pages 552--557, 2015."},{"key":"e_1_3_2_1_20_1","volume-title":"Principles of artificial intelligence","author":"Nllsson N. J.","year":"1980","unstructured":"N. J. Nllsson . Principles of artificial intelligence . Tioga-Springer Verlag . Palo Alto. Calif, 1980 . N. J. Nllsson. Principles of artificial intelligence. Tioga-Springer Verlag. Palo Alto. Calif, 1980."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2899415.2899441"},{"key":"e_1_3_2_1_22_1","series-title":"SIAM journal on computing, 1(2):146--160","volume-title":"Depth-first search and linear graph algorithms","author":"Tarjan R.","year":"1972","unstructured":"R. Tarjan . Depth-first search and linear graph algorithms . SIAM journal on computing, 1(2):146--160 , 1972 . R. Tarjan. Depth-first search and linear graph algorithms. SIAM journal on computing, 1(2):146--160, 1972."},{"issue":"2","key":"e_1_3_2_1_23_1","first-page":"102","article-title":"Complex course generation adapted to pedagogical scenarios and its evaluation","volume":"13","author":"Ullrich C.","year":"2010","unstructured":"C. Ullrich and E. Melis . Complex course generation adapted to pedagogical scenarios and its evaluation . Educational Technology & Society , 13 ( 2 ): 102 -- 115 , 2010 . C. Ullrich and E. Melis. Complex course generation adapted to pedagogical scenarios and its evaluation. Educational Technology & Society, 13(2):102--115, 2010.","journal-title":"Educational Technology & Society"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8535.00041"}],"event":{"name":"UMAP '17: 25th Conference on User Modeling, Adaptation and Personalization","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Bratislava Slovakia","acronym":"UMAP '17"},"container-title":["Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3099023.3099035","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3099023.3099035","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:37:16Z","timestamp":1750217836000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3099023.3099035"}},"subtitle":["Recommending Successful Learning Paths Under Time Constraints"],"short-title":[],"issued":{"date-parts":[[2017,7,9]]},"references-count":24,"alternative-id":["10.1145\/3099023.3099035","10.1145\/3099023"],"URL":"https:\/\/doi.org\/10.1145\/3099023.3099035","relation":{},"subject":[],"published":{"date-parts":[[2017,7,9]]},"assertion":[{"value":"2017-07-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}