{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T17:48:18Z","timestamp":1746553698825,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030228071"},{"type":"electronic","value":"9783030228088"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-22808-8_21","type":"book-chapter","created":{"date-parts":[[2019,6,26]],"date-time":"2019-06-26T00:02:30Z","timestamp":1561507350000},"page":"200-209","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Multi-dimension Tensor Factorization Collaborative Filtering Recommendation for Academic Profiles"],"prefix":"10.1007","author":[{"given":"Jes\u00fas","family":"Silva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noel","family":"Varela","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omar Bonerge","family":"Pineda Lezama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hugo","family":"Hern\u00e1ndez-P","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jairo","family":"Mart\u00ednez Ventura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boris","family":"de la Hoz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leidy","family":"P\u00e9rez Coronel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,6,26]]},"reference":[{"issue":"11","key":"21_CR1","first-page":"2963","volume":"12","author":"C V\u00e1squez","year":"2017","unstructured":"V\u00e1squez, C., Torres, M., Viloria, A.: Public policies in science and technology in Latin American countries with universities in the top 100 of web ranking. J. Eng. Appl. Sci. 12(11), 2963\u20132965 (2017)","journal-title":"J. Eng. Appl. Sci."},{"issue":"1","key":"21_CR2","first-page":"1","volume":"6","author":"E Aguado-L\u00f3pez","year":"2009","unstructured":"Aguado-L\u00f3pez, E., Rogel-Salazar, R., Becerril-Garc\u00eda, A., Baca-Zapata, G.: Presencia de universidades en la Red: La brecha digital entre Estados Unidos y el resto del mundo. Revista de Universidad y Sociedad del Conocimento 6(1), 1\u201317 (2009)","journal-title":"Revista de Universidad y Sociedad del Conocimento"},{"key":"21_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-93803-5_24","volume-title":"Data Mining and Big Data","author":"M Torres-Samuel","year":"2018","unstructured":"Torres-Samuel, M., V\u00e1squez, C., Viloria, A., Lis-Guti\u00e9rrez, J.P., Borrero, T.C., Varela, N.: Web Visibility Profiles of Top100 Latin American Universities. In: Tan, Y., Shi, Y., Tang, Q. (eds.) DMBD 2018. LNCS, vol. 10943, pp. 1\u201312. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93803-5_24"},{"key":"21_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-93803-5_63","volume-title":"Data Mining and Big Data","author":"A Viloria","year":"2018","unstructured":"Viloria, A., Lis-Guti\u00e9rrez, J.P., Gait\u00e1n-Angulo, M., Godoy, A.R.M., Moreno, G.C., Kamatkar, S.J.: Methodology for the design of a student pattern recognition tool to facilitate the teaching \u2013 learning process through knowledge data discovery (Big Data). In: Tan, Y., Shi, Y., Tang, Q. (eds.) DMBD 2018. LNCS, vol. 10943, pp. 1\u201312. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93803-5_63"},{"issue":"1","key":"21_CR5","first-page":"93","volume":"9","author":"EJC Caicedo","year":"2016","unstructured":"Caicedo, E.J.C., Guerrero, S., L\u00f3pez, D.: Propuesta para la construcci\u00f3n de un \u00edndice socioecon\u00f3mico para los estudiantes que presentan las pruebas Saber Pro. Comun. Estad\u00edstica 9(1), 93\u2013106 (2016)","journal-title":"Comun. Estad\u00edstica"},{"issue":"3","key":"21_CR6","first-page":"303","volume":"28","author":"A Reihanian","year":"2016","unstructured":"Reihanian, A., Minaei-Bidgoli, B., Alizadeh, H.: Topic-oriented community detection of rating-based social networks. J. King Saud Univ. Comput. Inf. Sci. 28(3), 303\u2013310 (2016)","journal-title":"J. King Saud Univ. Comput. Inf. Sci."},{"doi-asserted-by":"crossref","unstructured":"Rashid, A.M.: Getting to know you: learning new user preferences in recommender systems. In: Proceedings of the 7th International Conference on Intelligent User Interfaces, pp. 127\u2013134. ACM (2002)","key":"21_CR7","DOI":"10.1145\/502716.502737"},{"issue":"1","key":"21_CR8","first-page":"47","volume":"26","author":"S G\u00f3mez","year":"2014","unstructured":"G\u00f3mez, S., Zervas, P., Sampson, D.G., Fabregat, R.: Context-aware adaptive and personalized mobile learning delivery supported by UoLmP. J. King Saud Univ. Comput. Inf. Sci. 26(1), 47\u201361 (2014)","journal-title":"J. King Saud Univ. Comput. Inf. Sci."},{"key":"21_CR9","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/978-0-387-85820-3_3","volume-title":"Recommender Systems Handbook","author":"P Lops","year":"2011","unstructured":"Lops, P., de Gemmis, M., Semeraro, G.: Content-based recommender systems: state of the art and trends. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 73\u2013105. Springer, Boston (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_3"},{"issue":"2","key":"21_CR10","first-page":"207","volume":"25","author":"F Malik","year":"2013","unstructured":"Malik, F., Baharudin, B.: Analysis of distance metrics in content-based image retrieval using statistical quantized histogram texture features in the DCT domain. J. King Saud Univ. Comput. Inf. Sci. 25(2), 207\u2013218 (2013)","journal-title":"J. King Saud Univ. Comput. Inf. Sci."},{"issue":"1","key":"21_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2009\/421425","volume":"4","author":"X Su","year":"2009","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Adv. Artif. Intell. 4(1), 1\u201312 (2009)","journal-title":"Adv. Artif. Intell."},{"issue":"7","key":"21_CR12","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1016\/j.ijar.2010.04.001","volume":"51","author":"LM De Campos","year":"2010","unstructured":"De Campos, L.M., Fern\u00e1ndez-Luna, J.M., Huete, J.F., Rueda-Morales, M.A.: Combining content-based and collaborative recommendations: a hybrid approach based on Bayesian networks. Int. J. Approx. Reason. 51(7), 785\u2013799 (2010)","journal-title":"Int. J. Approx. Reason."},{"issue":"3","key":"21_CR13","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.eij.2015.06.005","volume":"16","author":"FO Isinkaye","year":"2015","unstructured":"Isinkaye, F.O., Folajimi, Y.O., Ojokoh, B.A.: Recommendation systems: principles, methods and evaluation. Egypt. Inform. J. 16(3), 261\u2013273 (2015)","journal-title":"Egypt. Inform. J."},{"issue":"1","key":"21_CR14","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.chb.2011.09.002","volume":"28","author":"J Buder","year":"2012","unstructured":"Buder, J., Schwind, C.: Learning with personalized recommender systems: a psychological view. Comput. Hum. Behav. 28(1), 207\u2013216 (2012)","journal-title":"Comput. Hum. Behav."},{"issue":"1","key":"21_CR15","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1016\/j.eswa.2017.09.042","volume":"92","author":"A Taneja","year":"2018","unstructured":"Taneja, A., Arora, A.: Cross domain recommendation using multidimensional tensor factorization. Expert Syst. Appl. 92(1), 304\u2013316 (2018)","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"21_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/widm.1201","volume":"7","author":"E Frolov","year":"2017","unstructured":"Frolov, E., Oseledets, I.: Tensor methods and recommender systems. Wiley Interdisc. Rev. Data Min. Knowl. Discov. 7(3), 1\u201312 (2017)","journal-title":"Wiley Interdisc. Rev. Data Min. Knowl. Discov."},{"issue":"3","key":"21_CR17","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1137\/07070111X","volume":"51","author":"TG Kolda","year":"2009","unstructured":"Kolda, T.G., Bader, B.W.: Tensor decompositions and applications. SIAM Rev. 51(3), 455\u2013500 (2009)","journal-title":"SIAM Rev."},{"issue":"2","key":"21_CR18","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s11257-012-9135-y","volume":"24","author":"U Panniello","year":"2014","unstructured":"Panniello, U., Tuzhilin, A., Gorgoglione, M.: Comparing context-aware recommender systems in terms of accuracy and diversity. User Model. User-Adap. Inter. 24(2), 35\u201365 (2014)","journal-title":"User Model. User-Adap. Inter."},{"issue":"1","key":"21_CR19","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.eswa.2017.01.005","volume":"74","author":"D Rafailidis","year":"2017","unstructured":"Rafailidis, D., Kefalas, P., Manolopoulos, Y.: Preference dynamics with multimodal user-item interactions in social media recommendation. Expert Syst. Appl. 74(1), 11\u201318 (2017)","journal-title":"Expert Syst. Appl."},{"doi-asserted-by":"crossref","unstructured":"Karatzoglou, A., Amatriain, X., Baltrunas, L., Oliver, N.: Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. In: Proceedings of the Fourth ACM Conference on Recommender Systems, pp. 79\u201386. ACM (2010)","key":"21_CR20","DOI":"10.1145\/1864708.1864727"},{"issue":"1","key":"21_CR21","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/j.neucom.2016.04.016","volume":"205","author":"C Zheng","year":"2016","unstructured":"Zheng, C., Haihong, E., Song, M., Song, J.: CMPTF: contextual modeling probabilistic tensor factorization for recommender systems. Neurocomputing 205(1), 141\u2013151 (2016)","journal-title":"Neurocomputing"},{"key":"21_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/978-3-642-33486-3_5","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"B Hidasi","year":"2012","unstructured":"Hidasi, B., Tikk, D.: Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback. In: Flach, P.A., De Bie, T., Cristianini, N. (eds.) ECML PKDD 2012. LNCS (LNAI), vol. 7524, pp. 67\u201382. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-33486-3_5"},{"issue":"1","key":"21_CR23","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1016\/j.ins.2016.02.005","volume":"348","author":"J Lee","year":"2016","unstructured":"Lee, J., Lee, D., Lee, Y.C., Hwang, W.S., Kim, S.W.: Improving the accuracy of top-n recommendation using a preference model. Inf. Sci. 348(1), 290\u2013304 (2016)","journal-title":"Inf. Sci."},{"key":"21_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-93803-5_26","volume-title":"Data Mining and Big Data","author":"C V\u00e1squez","year":"2018","unstructured":"V\u00e1squez, C., et al.: Cluster of the latin american universities top100 according to webometrics 2017. In: Tan, Y., Shi, Y., Tang, Q. (eds.) DMBD 2018. LNCS, vol. 10943, pp. 1\u201312. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93803-5_26"},{"doi-asserted-by":"publisher","unstructured":"Torres-Samuel, M., V\u00e1squez, C.L., Viloria, A., Varela, N., Hern\u00e1ndez-Fernandez, L., Portillo-Medina, R.: Analysis of patterns in the university world rankings webometrics, Shanghai, QS and SIR-SCimago: case Latin America. In: Tan, Y., Shi, Y., Tang, Q. (eds.) DMBD 2018. LNCS, vol. 10943, pp. 188\u2013199. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93803-5_18","key":"21_CR25","DOI":"10.1007\/978-3-319-93803-5_18"}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks \u2013 ISNN 2019"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-22808-8_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T16:15:24Z","timestamp":1710260124000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-22808-8_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030228071","9783030228088"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-22808-8_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"26 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISNN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Neural Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Moscow","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Russia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isnn2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conference.cs.cityu.edu.hk\/isnn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}