{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T17:04:27Z","timestamp":1756573467273,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,10,24]],"date-time":"2018-10-24T00:00:00Z","timestamp":1540339200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,10,24]]},"DOI":"10.1145\/3289402.3289524","type":"proceedings-article","created":{"date-parts":[[2019,2,27]],"date-time":"2019-02-27T15:00:49Z","timestamp":1551279649000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Towards a Novel Graph-based collaborative filtering approach for recommendation systems"],"prefix":"10.1145","author":[{"given":"Sofia","family":"Bourhim","sequence":"first","affiliation":[{"name":"ENSIAS, Mohammed V University in Rabat, Morocco"}]},{"given":"Lamia","family":"Benhiba","sequence":"additional","affiliation":[{"name":"ENSIAS, Mohammed V University in Rabat, Morocco"}]},{"given":"M. A. Janati","family":"Idrissi","sequence":"additional","affiliation":[{"name":"ENSIAS, Mohammed V University in Rabat, Morocco"}]}],"member":"320","published-online":{"date-parts":[[2018,10,24]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_6"},{"key":"e_1_3_2_1_2_1","volume-title":"International Journal of Computer Science, Engineering and Applications (IJCSEA) 6, 3","author":"Arsan T.","year":"2016","unstructured":"Arsan , T. , K\u00f6ksal , E. , and Bozkus , Z . Comparison of collaborative filtering algorithms with various similarity measures for movie recommendation . International Journal of Computer Science, Engineering and Applications (IJCSEA) 6, 3 ( 2016 ), 1--20. Arsan, T., K\u00f6ksal, E., and Bozkus, Z. Comparison of collaborative filtering algorithms with various similarity measures for movie recommendation. International Journal of Computer Science, Engineering and Applications (IJCSEA) 6, 3 (2016), 1--20."},{"key":"e_1_3_2_1_3_1","volume-title":"A spectral algorithm for envelope reduction of sparse matrices. Numerical linear algebra with applications 2, 4","author":"Barnard S. T.","year":"1995","unstructured":"Barnard , S. T. , Pothen , A. , and Simon , H . A spectral algorithm for envelope reduction of sparse matrices. Numerical linear algebra with applications 2, 4 ( 1995 ), 317--334. Barnard, S. T., Pothen, A., and Simon, H. A spectral algorithm for envelope reduction of sparse matrices. Numerical linear algebra with applications 2, 4 (1995), 317--334."},{"key":"e_1_3_2_1_4_1","volume-title":"Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment","author":"Blondel V. D.","year":"2008","unstructured":"Blondel , V. D. , Guillaume , J.-L. , Lambiotte , R. , and Lefebvre :, E. Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment 2008 , 10 (2008), P10008. Blondel, V. D., Guillaume, J.-L., Lambiotte, R., and Lefebvre:, E. Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment 2008, 10 (2008), P10008."},{"key":"e_1_3_2_1_5_1","volume-title":"A faster algorithm for betweenness centrality. Journal of mathematical sociology 25, 2","author":"Brandes U.","year":"2001","unstructured":"Brandes , U. A faster algorithm for betweenness centrality. Journal of mathematical sociology 25, 2 ( 2001 ), 163--177. Brandes, U. A faster algorithm for betweenness centrality. Journal of mathematical sociology 25, 2 (2001), 163--177."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00799-015-0156-0"},{"key":"e_1_3_2_1_7_1","first-page":"3","article-title":"Detecting and visualizing emerging trends and transient patterns in scientific literature","volume":"57","author":"Chen C.","year":"2006","unstructured":"Chen , C. Citespace ii : Detecting and visualizing emerging trends and transient patterns in scientific literature . Journal of the Association for Information Science and Technology 57 , 3 ( 2006 ), 359--377. Chen, C. Citespace ii: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the Association for Information Science and Technology 57, 3 (2006), 359--377.","journal-title":"Journal of the Association for Information Science and Technology"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.5120\/18888-0179"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-018-0493-2"},{"key":"e_1_3_2_1_10_1","volume-title":"Talk presented at ICML.(Slides","author":"Ding C.","year":"2004","unstructured":"Ding , C. A tutorial on spectral clustering . In Talk presented at ICML.(Slides available at http:\/\/crd. lbl. gov\/ cding\/Spectral\/) ( 2004 ). Ding, C. A tutorial on spectral clustering. In Talk presented at ICML.(Slides available at http:\/\/crd. lbl. gov\/ cding\/Spectral\/) (2004)."},{"key":"e_1_3_2_1_11_1","unstructured":"Dunn J. C. A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters.  Dunn J. C. A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters."},{"key":"e_1_3_2_1_12_1","volume-title":"Community detection in graphs. Physics reports 486, 3-5","author":"Fortunato S.","year":"2010","unstructured":"Fortunato , S. Community detection in graphs. Physics reports 486, 3-5 ( 2010 ), 75--174. Fortunato, S. Community detection in graphs. Physics reports 486, 3-5 (2010), 75--174."},{"key":"e_1_3_2_1_13_1","volume-title":"Centrality in social networks conceptual clarification. Social Networks","author":"Freeman L. C.","year":"1978","unstructured":"Freeman , L. C. Centrality in social networks conceptual clarification. Social Networks ( 1978 ), 215. Freeman, L. C. Centrality in social networks conceptual clarification. Social Networks (1978), 215."},{"key":"e_1_3_2_1_14_1","volume-title":"Centrality in valued graphs: A measure of betweenness based on network flow. Social networks 13, 2","author":"Freeman L. C.","year":"1991","unstructured":"Freeman , L. C. , Borgatti , S. P. , and White , D. R . Centrality in valued graphs: A measure of betweenness based on network flow. Social networks 13, 2 ( 1991 ), 141--154. Freeman, L. C., Borgatti, S. P., and White, D. R. Centrality in valued graphs: A measure of betweenness based on network flow. Social networks 13, 2 (1991), 141--154."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.122653799"},{"key":"e_1_3_2_1_16_1","volume-title":"Functional cartography of complex metabolic networks. nature 433, 7028","author":"Guimera R.","year":"2005","unstructured":"Guimera , R. , and Amaral , L. A. N . Functional cartography of complex metabolic networks. nature 433, 7028 ( 2005 ), 895. Guimera, R., and Amaral, L. A. N. Functional cartography of complex metabolic networks. nature 433, 7028 (2005), 895."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2018.02.011"},{"key":"e_1_3_2_1_20_1","volume-title":"Lethality and centrality in protein networks. Nature 411, 6833","author":"Jeong H.","year":"2001","unstructured":"Jeong , H. , Mason , S. P. , Barab\u00e1si , A.-L. , and Oltvai , Z. N . Lethality and centrality in protein networks. Nature 411, 6833 ( 2001 ), 41. Jeong, H., Mason, S. P., Barab\u00e1si, A.-L., and Oltvai, Z. N. Lethality and centrality in protein networks. Nature 411, 6833 (2001), 41."},{"key":"e_1_3_2_1_21_1","volume-title":"Implementing your own recommender systems in python","author":"Johannsdottir A.","year":"2018","unstructured":"Johannsdottir , A. Implementing your own recommender systems in python , 2018 . Johannsdottir, A. Implementing your own recommender systems in python, 2018."},{"key":"e_1_3_2_1_22_1","volume-title":"An efficient heuristic procedure for partitioning graphs. The Bell system technical journal 49, 2","author":"Kernighan B. W.","year":"1970","unstructured":"Kernighan , B. W. , and Lin , S . An efficient heuristic procedure for partitioning graphs. The Bell system technical journal 49, 2 ( 1970 ), 291--307. Kernighan, B. W., and Lin, S. An efficient heuristic procedure for partitioning graphs. The Bell system technical journal 49, 2 (1970), 291--307."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"e_1_3_2_1_25_1","first-page":"2","article-title":"An efficient non-negative matrix-factorization-based approach to collaborative filtering for recommender systems","volume":"10","author":"Luo X.","year":"2014","unstructured":"Luo , X. , Zhou , M. , Xia , Y. , and Zhu , Q . An efficient non-negative matrix-factorization-based approach to collaborative filtering for recommender systems . IEEE Transactions on Industrial Informatics 10 , 2 ( 2014 ), 1273--1284. Luo, X., Zhou, M., Xia, Y., and Zhu, Q. An efficient non-negative matrix-factorization-based approach to collaborative filtering for recommender systems. IEEE Transactions on Industrial Informatics 10, 2 (2014), 1273--1284.","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"e_1_3_2_1_26_1","first-page":"281","volume-title":"Proceedings of the fifth Berkeley symposium on mathematical statistics and probability","volume":"1","author":"MacQueen J.","year":"1967","unstructured":"MacQueen , J. , Some methods for classification and analysis of multivariate observations . In Proceedings of the fifth Berkeley symposium on mathematical statistics and probability ( 1967 ), vol. 1 , Oakland, CA, USA , pp. 281 -- 297 . MacQueen, J., et al. Some methods for classification and analysis of multivariate observations. In Proceedings of the fifth Berkeley symposium on mathematical statistics and probability (1967), vol. 1, Oakland, CA, USA, pp. 281--297."},{"key":"e_1_3_2_1_27_1","volume-title":"Graph sketching-based massive data clustering. arXiv preprint arXiv:1703.02375","author":"Morvan A.","year":"2017","unstructured":"Morvan , A. , Choromanski , K. , Gouy-Pailler , C. , and Atif , J . Graph sketching-based massive data clustering. arXiv preprint arXiv:1703.02375 ( 2017 ). Morvan, A., Choromanski, K., Gouy-Pailler, C., and Atif, J. Graph sketching-based massive data clustering. arXiv preprint arXiv:1703.02375 (2017)."},{"key":"e_1_3_2_1_28_1","volume-title":"Fast algorithm for detecting community structure in networks. Physical review E 69, 6","author":"Newman M. E.","year":"2004","unstructured":"Newman , M. E. Fast algorithm for detecting community structure in networks. Physical review E 69, 6 ( 2004 ), 066133. Newman, M. E. Fast algorithm for detecting community structure in networks. Physical review E 69, 6 (2004), 066133."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0601602103"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5412-3_12"},{"key":"e_1_3_2_1_31_1","volume-title":"The probabilistic basis of jaccard's index of similarity. Systematic biology 45, 3","author":"Real R.","year":"1996","unstructured":"Real , R. , and Vargas , J. M . The probabilistic basis of jaccard's index of similarity. Systematic biology 45, 3 ( 1996 ), 380--385. Real, R., and Vargas, J. M. The probabilistic basis of jaccard's index of similarity. Systematic biology 45, 3 (1996), 380--385."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289527"},{"key":"e_1_3_2_1_33_1","volume-title":"Group structure and the behavior of individuals in small groups. The Journal of psychology 38, 1","author":"Shaw M. E.","year":"1954","unstructured":"Shaw , M. E. Group structure and the behavior of individuals in small groups. The Journal of psychology 38, 1 ( 1954 ), 139--149. Shaw, M. E. Group structure and the behavior of individuals in small groups. The Journal of psychology 38, 1 (1954), 139--149."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1137\/1035134"},{"key":"e_1_3_2_1_35_1","volume-title":"Community detection in complex networks using genetic algorithms. arXiv preprint arXiv:0711.0491","author":"Tasgin M.","year":"2007","unstructured":"Tasgin , M. , Herdagdelen , A. , and Bingol , H . Community detection in complex networks using genetic algorithms. arXiv preprint arXiv:0711.0491 ( 2007 ). Tasgin, M., Herdagdelen, A., and Bingol, H. Community detection in complex networks using genetic algorithms. arXiv preprint arXiv:0711.0491 (2007)."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.5120\/19308-0760"},{"key":"e_1_3_2_1_37_1","first-page":"020181","volume-title":"AIP Conference Proceedings","volume":"1839","author":"Wang K.","year":"2017","unstructured":"Wang , K. , and Fu , X . Research on centrality of urban transport network nodes . In AIP Conference Proceedings ( 2017 ), vol. 1839 , AIP Publishing , p. 020181 . Wang, K., and Fu, X. Research on centrality of urban transport network nodes. In AIP Conference Proceedings (2017), vol. 1839, AIP Publishing, p. 020181."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13359-1_21"}],"event":{"name":"SITA'18: THEORIES AND APPLICATIONS","acronym":"SITA'18","location":"Rabat Morocco"},"container-title":["Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3289402.3289524","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3289402.3289524","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:43:39Z","timestamp":1750207419000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3289402.3289524"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,24]]},"references-count":38,"alternative-id":["10.1145\/3289402.3289524","10.1145\/3289402"],"URL":"https:\/\/doi.org\/10.1145\/3289402.3289524","relation":{},"subject":[],"published":{"date-parts":[[2018,10,24]]},"assertion":[{"value":"2018-10-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}