{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T01:09:11Z","timestamp":1760404151996},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319745206"},{"type":"electronic","value":"9783319745213"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-3-319-74521-3_15","type":"book-chapter","created":{"date-parts":[[2018,1,22]],"date-time":"2018-01-22T02:54:37Z","timestamp":1516589677000},"page":"130-138","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Sparse Linear Method Based Top-N Course Recommendation System with Expert Knowledge and L 0 Regularization"],"prefix":"10.1007","author":[{"given":"Jinjiao","family":"Lin","sequence":"first","affiliation":[]},{"given":"Haitao","family":"Pu","sequence":"additional","affiliation":[]},{"given":"Yibin","family":"Li","sequence":"additional","affiliation":[]},{"given":"Jian","family":"Lian","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,1,23]]},"reference":[{"issue":"2","key":"15_CR1","doi-asserted-by":"crossref","first-page":"59","DOI":"10.2753\/JEC1086-4415110203","volume":"11","author":"H Ahn","year":"2006","unstructured":"Ahn, H.: Utilizing popularity characteristics for product recommendation. Int. J. Electron. Commer. 11(2), 59\u201380 (2006)","journal-title":"Int. J. Electron. Commer."},{"key":"15_CR2","doi-asserted-by":"crossref","unstructured":"Albadarenah, A., Alsakran, J.: An automated recommender system for course selection. Int. J. Adv. Comput. Sci. Appl. 7(3) (2016)","DOI":"10.14569\/IJACSA.2016.070323"},{"issue":"1","key":"15_CR3","first-page":"48","volume":"39","author":"SB Aher","year":"2012","unstructured":"Aher, S.B., Lobo, L.M.R.J.: A comparative study of association rule algorithms for course recommender system in e-learning. Int. J. Comput. Appl. 39(1), 48\u201352 (2012)","journal-title":"Int. J. Comput. Appl."},{"issue":"3","key":"15_CR4","doi-asserted-by":"crossref","first-page":"47","DOI":"10.3390\/a9030047","volume":"9","author":"P Chang","year":"2016","unstructured":"Chang, P., Lin, C., Chen, M.: A hybrid course recommendation system by integrating collaborative filtering and artificial immune systems. Algorithms 9(3), 47 (2016)","journal-title":"Algorithms"},{"issue":"3","key":"15_CR5","doi-asserted-by":"crossref","first-page":"2082","DOI":"10.1016\/j.eswa.2007.02.008","volume":"34","author":"Y Chen","year":"2008","unstructured":"Chen, Y., Cheng, L., Chuang, C.: A group recommendation system with consideration of interactions among group members. Expert Syst. Appl. 34(3), 2082\u20132090 (2008)","journal-title":"Expert Syst. Appl."},{"key":"15_CR6","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/978-3-319-06605-9_4","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"E Christakopoulou","year":"2014","unstructured":"Christakopoulou, E., Karypis, G.: HOSLIM: higher-order sparse linear method for top-N recommender systems. In: Tseng, V.S., Ho, T.B., Zhou, Z.-H., Chen, A.L.P., Kao, H.-Y. (eds.) PAKDD 2014. LNCS (LNAI), vol. 8444, pp. 38\u201349. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-06605-9_4"},{"key":"15_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/11427469_57","volume-title":"Advances in Neural Networks \u2013 ISNN 2005","author":"E Kim","year":"2005","unstructured":"Kim, E., Kim, M., Ryu, J.: Collaborative filtering based on neural networks using similarity. In: Wang, J., Liao, X.-F., Yi, Z. (eds.) ISNN 2005. LNCS, vol. 3498, pp. 355\u2013360. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/11427469_57"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Mclaughlin, M., Herlocker, J.L.: A collaborative filtering algorithm and evaluation metric that accurately model the user experience, pp. 329\u2013336 (2004)","DOI":"10.1145\/1008992.1009050"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Ning, X., Karypis, G.: SLIM: sparse linear methods for top-n recommender systems, pp. 497\u2013506 (2011)","DOI":"10.1109\/ICDM.2011.134"},{"key":"15_CR10","doi-asserted-by":"crossref","unstructured":"Ning, X., Karypis, G.: Sparse linear methods with side information for top-n recommendations, pp. 155\u2013162 (2012)","DOI":"10.1145\/2365952.2365983"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Omahony, M.P., Smyth, B.: A recommender system for on-line course enrolment: an initial study, pp. 133\u2013136 (2007)","DOI":"10.1145\/1297231.1297254"},{"key":"15_CR12","doi-asserted-by":"crossref","unstructured":"Pan, J., Hu, Z., Su, Z., Yang, M.: Deblurring text images via L0-regularized intensity and gradient prior, pp. 2901\u20132908 (2014)","DOI":"10.1109\/CVPR.2014.371"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Pan, J., Lim, J., Su, Z., Yang, M.H.: L0-regularized object representation for visual tracking. In: Proceedings of the British Machine Vision Conference. BMVA Press (2014)","DOI":"10.5244\/C.28.29"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Philip, S., Shola, P.B., John, A.O.: Application of content-based approach in research paper recommendation system for a digital library. Int. J. Adv. Comput. Sci. Appl. 5(10) (2014)","DOI":"10.14569\/IJACSA.2014.051006"},{"key":"15_CR15","unstructured":"Sunil, L., Saini, D.K.: Design of a recommender system for web based learning, pp. 363\u2013368 (2013)"},{"key":"15_CR16","unstructured":"Xu, L., Lu, C., Xu, Y., Jia, J.: Image smoothing via L0 gradient minimization. In: International Conference on Computer Graphics and Interactive Techniques, vol. 30, No. 6 (2011). 174"},{"key":"15_CR17","doi-asserted-by":"crossref","unstructured":"Yap, G., Tan, A., Pang, H.: Dynamically-optimized context in recommender systems, pp. 265\u2013272 (2005)","DOI":"10.1145\/1071246.1071289"},{"key":"15_CR18","doi-asserted-by":"crossref","unstructured":"Zheng, Y., Mobasher, B., Burke, R.: CSLIM: contextual slim recommendation algorithms, pp. 301\u2013304 (2014)","DOI":"10.1145\/2645710.2645756"},{"issue":"2","key":"15_CR19","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. J. Roy. Stat. Soc. Ser. B-Stat. Methodol. 67(2), 301\u2013332 (2005)","journal-title":"J. Roy. Stat. Soc. Ser. B-Stat. Methodol."}],"container-title":["Lecture Notes in Computer Science","Human Centered Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-74521-3_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T16:37:58Z","timestamp":1570639078000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-74521-3_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319745206","9783319745213"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-74521-3_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}