{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T16:24:36Z","timestamp":1768407876592,"version":"3.49.0"},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T00:00:00Z","timestamp":1685491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T00:00:00Z","timestamp":1685491200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Sichuan Science and Technology Program","award":["2022YFWZ0006"],"award-info":[{"award-number":["2022YFWZ0006"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1007\/s00530-023-01107-9","type":"journal-article","created":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T13:02:26Z","timestamp":1685538146000},"page":"2375-2388","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Empowering neural collaborative filtering with contextual features for multimedia recommendation"],"prefix":"10.1007","volume":"29","author":[{"given":"Israr ur","family":"Rehman","sequence":"first","affiliation":[]},{"given":"Muhammad Shehzad","family":"Hanif","sequence":"additional","affiliation":[]},{"given":"Zulfiqar","family":"Ali","sequence":"additional","affiliation":[]},{"given":"Zahoor","family":"Jan","sequence":"additional","affiliation":[]},{"given":"Cobbinah Bernard","family":"Mawuli","sequence":"additional","affiliation":[]},{"given":"Waqar","family":"Ali","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,5,31]]},"reference":[{"issue":"3","key":"1107_CR1","first-page":"67","volume":"32","author":"G Adomavicius","year":"2011","unstructured":"Adomavicius, G., Mobasher, B., Ricci, F., Tuzhilin, A.: Context-aware recommender systems. AI Mag. 32(3), 67\u201380 (2011)","journal-title":"AI Mag."},{"issue":"5","key":"1107_CR2","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1007\/s00530-015-0469-2","volume":"22","author":"MF Alhamid","year":"2016","unstructured":"Alhamid, M.F., Rawashdeh, M., Dong, H., Hossain, M.A., Alelaiwi, A., El-Saddik, A.: Recam: a collaborative context-aware framework for multimedia recommendations in an ambient intelligence environment. Multimed. Syst. 22(5), 587\u2013601 (2016)","journal-title":"Multimed. Syst."},{"key":"1107_CR3","volume":"107","author":"W Ali","year":"2023","unstructured":"Ali, W., Kumar, J., Mawuli, C.B., She, L., Shao, J.: Dynamic context management in context-aware recommender systems. Comput. Electr. Eng. 107, 108622 (2023)","journal-title":"Comput. Electr. Eng."},{"issue":"22","key":"1107_CR4","doi-asserted-by":"crossref","first-page":"4290","DOI":"10.1016\/j.ins.2010.07.024","volume":"180","author":"AB Barrag\u00e1ns-Mart\u00ednez","year":"2010","unstructured":"Barrag\u00e1ns-Mart\u00ednez, A.B., Costa-Montenegro, E., Burguillo-Rial, J.C., Rey-L\u00f3pez, M., Mikic-Fonte, F.A., Peleteiro-Ramallo, A.: A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition. Inf. Sci. 180(22), 4290\u20134311 (2010)","journal-title":"Inf. Sci."},{"issue":"1","key":"1107_CR5","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s40558-017-0075-6","volume":"17","author":"M Braunhofer","year":"2017","unstructured":"Braunhofer, M., Ricci, F.: Selective contextual information acquisition in travel recommender systems. J. Inf. Technol. Tour. 17(1), 5\u201329 (2017)","journal-title":"J. Inf. Technol. Tour."},{"issue":"4","key":"1107_CR6","doi-asserted-by":"crossref","first-page":"1904","DOI":"10.1007\/s10489-020-01868-0","volume":"51","author":"L Chang","year":"2021","unstructured":"Chang, L., Chen, W., Huang, J., Bin, C., Wang, W.: Exploiting multi-attention network with contextual influence for point-of-interest recommendation. Appl. Intell. 51(4), 1904\u20131917 (2021)","journal-title":"Appl. Intell."},{"key":"1107_CR7","first-page":"335","volume-title":"Proceedings of the 40th international ACM SIGIR Conference on research and development in information retrieval, Shinjuku, Tokyo, Japan","author":"J Chen","year":"2017","unstructured":"Chen, J., Zhang, H., He, X., Nie, L., Liu, W., Chua, T.: Attentive collaborative filtering: multimedia recommendation with item- and component-level attention. In: Kando, N., Sakai, T., Joho, H., Li, H., de Vries, A.P., White, R.W. (eds.) Proceedings of the 40th international ACM SIGIR Conference on research and development in information retrieval, Shinjuku, Tokyo, Japan, pp. 335\u2013344. ACM (2017)"},{"key":"1107_CR8","volume-title":"3rd IEEE conference on multimedia information processing and retrieval, MIPR 2020, Shenzhen, China, August 6-8, 2020","author":"W Chen","year":"2020","unstructured":"Chen, W., Chen, W., Song, L.: Enhancing deep multimedia recommendations using graph embeddings. In: 3rd IEEE conference on multimedia information processing and retrieval, MIPR 2020, Shenzhen, China, August 6-8, 2020. IEEE (2020)"},{"key":"1107_CR9","unstructured":"Cui, Q., Wu, S., Liu, Q., Wang, L.: A visual and textual recurrent neural network for sequential prediction. CoRR abs\/1611.06668 (2016)"},{"key":"1107_CR10","first-page":"2682","volume-title":"Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019","author":"K Ding","year":"2019","unstructured":"Ding, K., Wang, R., Wang, S.: Social media popularity prediction: a multiple feature fusion approach with deep neural networks. In: Amsaleg, L., Huet, B., Larson, M.A., Gravier, G., Hung, H., Ngo, C., Ooi, W.T. (eds.) Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019, pp. 2682\u20132686. ACM (2019)"},{"key":"1107_CR11","doi-asserted-by":"crossref","first-page":"1506","DOI":"10.1016\/j.ins.2022.07.132","volume":"609","author":"Y Djenouri","year":"2022","unstructured":"Djenouri, Y., Belhadi, A., Srivastava, G., Lin, J.C.: Deep learning based hashtag recommendation system for multimedia data. Inf. Sci. 609, 1506\u20131517 (2022)","journal-title":"Inf. Sci."},{"key":"1107_CR12","first-page":"271","volume-title":"3rd International conference on artificial intelligence and advanced manufacture, AIAM 2021, Manchester, United Kingdom, October 23-25, 2021","author":"H Han","year":"2021","unstructured":"Han, H., Qin, X., Zhao, Q.: Interactive attention graph convolution networks for aspect-level sentiment classification. In: 3rd International conference on artificial intelligence and advanced manufacture, AIAM 2021, Manchester, United Kingdom, October 23-25, 2021, pp. 271\u2013275. IEEE (2021)"},{"issue":"12","key":"1107_CR13","doi-asserted-by":"crossref","first-page":"2354","DOI":"10.1109\/TKDE.2018.2831682","volume":"30","author":"X He","year":"2018","unstructured":"He, X., He, Z., Song, J., Liu, Z., Jiang, Y., Chua, T.: NAIS: neural attentive item similarity model for recommendation. IEEE Trans. Knowl. Data Eng. 30(12), 2354\u20132366 (2018)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1107_CR14","first-page":"173","volume-title":"Proceedings of the 26th international conference on world wide web, WWW 2017, Perth, Australia, April 3-7, 2017","author":"X He","year":"2017","unstructured":"He, X., Liao, L., Zhang, H., Nie, L., Hu, X., Chua, T.: Neural collaborative filtering. In: Barrett, R., Cummings, R., Agichtein, E., Gabrilovich, E. (eds.) Proceedings of the 26th international conference on world wide web, WWW 2017, Perth, Australia, April 3-7, 2017, pp. 173\u2013182. ACM (2017)"},{"key":"1107_CR15","first-page":"843","volume-title":"Proceedings of the 27th ACM international conference on information and knowledge management, CIKM 2018, Torino, Italy, October 22-26, 2018","author":"B Hidasi","year":"2018","unstructured":"Hidasi, B., Karatzoglou, A.: Recurrent neural networks with top-k gains for session-based recommendations. In: Cuzzocrea, A., Allan, J., Paton, N.W., Srivastava, D., Agrawal, R., Broder, A.Z., Zaki, M.J., Candan, K.S., Labrinidis, A., Schuster, A., Wang, H. (eds.) Proceedings of the 27th ACM international conference on information and knowledge management, CIKM 2018, Torino, Italy, October 22-26, 2018, pp. 843\u2013852. ACM (2018)"},{"key":"1107_CR16","doi-asserted-by":"crossref","unstructured":"Hu, M., Peng, Y., Huang, Z., Qiu, X., Wei, F., Zhou, M.: Reinforced mnemonic reader for machine reading comprehension. In: Lang, J. (ed.) Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, pp. 4099\u20134106. ijcai.org (2018)","DOI":"10.24963\/ijcai.2018\/570"},{"key":"1107_CR17","first-page":"659","volume-title":"The 19th ACM SIGKDD international conference on knowledge discovery and data mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013","author":"S Kabbur","year":"2013","unstructured":"Kabbur, S., Ning, X., Karypis, G.: FISM: factored item similarity models for top-n recommender systems. In: Dhillon, I.S., Koren, Y., Ghani, R., Senator, T.E., Bradley, P., Parekh, R., He, J., Grossman, R.L., Uthurusamy, R. (eds.) The 19th ACM SIGKDD international conference on knowledge discovery and data mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013, pp. 659\u2013667. ACM (2013)"},{"key":"1107_CR18","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1016\/j.neucom.2019.09.080","volume":"380","author":"Z Khan","year":"2020","unstructured":"Khan, Z., Iltaf, N., Afzal, H., Abbas, H.: Enriching non-negative matrix factorization with contextual embeddings for recommender systems. Neurocomputing 380, 246\u2013258 (2020)","journal-title":"Neurocomputing"},{"issue":"18","key":"1107_CR19","doi-asserted-by":"crossref","first-page":"14375","DOI":"10.1007\/s00521-019-04344-0","volume":"32","author":"B Li","year":"2020","unstructured":"Li, B., Wang, G., Cheng, Y., Sun, Y., Bi, X.: An event recommendation model using ELM in event-based social network. Neural Comput. Appl. 32(18), 14375\u201314384 (2020)","journal-title":"Neural Comput. Appl."},{"key":"1107_CR20","first-page":"927","volume-title":"Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining, Halifax, NS, Canada, August 13-17, 2017","author":"H Li","year":"2017","unstructured":"Li, H., Min, M.R., Ge, Y., Kadav, A.: A context-aware attention network for interactive question answering. In: Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining, Halifax, NS, Canada, August 13-17, 2017, pp. 927\u2013935. ACM (2017)"},{"key":"1107_CR21","doi-asserted-by":"crossref","first-page":"322","DOI":"10.1145\/3336191.3371786","volume-title":"WSDM \u201920: the thirteenth ACM international conference on web search and data mining, Houston, TX, USA, February 3-7, 2020","author":"J Li","year":"2020","unstructured":"Li, J., Wang, Y., McAuley, J.J.: Time interval aware self-attention for sequential recommendation. In: Caverlee, J., Hu, X.B., Lalmas, M., Wang, W. (eds.) WSDM \u201920: the thirteenth ACM international conference on web search and data mining, Houston, TX, USA, February 3-7, 2020, pp. 322\u2013330. ACM (2020)"},{"key":"1107_CR22","first-page":"433","volume-title":"Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval, Santiago, Chile, August 9-13, 2015","author":"X Li","year":"2015","unstructured":"Li, X., Cong, G., Li, X., Pham, T.N., Krishnaswamy, S.: Rank-geofm: a ranking based geographical factorization method for point of interest recommendation. In: Baeza-Yates, R., Lalmas, M., Moffat, A., Ribeiro-Neto, B.A. (eds.) Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval, Santiago, Chile, August 9-13, 2015, pp. 433\u2013442. ACM (2015)"},{"key":"1107_CR23","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.eswa.2016.08.009","volume":"64","author":"C Liu","year":"2016","unstructured":"Liu, C., Wu, X.: Large-scale recommender system with compact latent factor model. Expert Syst. Appl. 64, 467\u2013475 (2016)","journal-title":"Expert Syst. Appl."},{"key":"1107_CR24","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.ins.2017.09.048","volume":"423","author":"J Liu","year":"2018","unstructured":"Liu, J., Wu, C., Wang, J.: Gated recurrent units based neural network for time heterogeneous feedback recommendation. Inf. Sci. 423, 50\u201365 (2018)","journal-title":"Inf. Sci."},{"key":"1107_CR25","doi-asserted-by":"crossref","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 (2011)"},{"issue":"1","key":"1107_CR26","doi-asserted-by":"crossref","first-page":"1363","DOI":"10.1007\/s12652-020-02202-9","volume":"12","author":"P Mahajan","year":"2021","unstructured":"Mahajan, P., Kaur, P.D.: Three-tier iot-edge-cloud (3T-IEC) architectural paradigm for real-time event recommendation in event-based social networks. J. Ambient. Intell. Humaniz. Comput. 12(1), 1363\u20131386 (2021)","journal-title":"J. Ambient. Intell. Humaniz. Comput."},{"issue":"1","key":"1107_CR27","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1007\/s10844-022-00743-3","volume":"60","author":"P Mahajan","year":"2023","unstructured":"Mahajan, P., Kaur, P.D.: 3t-iec*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN). J. Intell. Inf. Syst. 60(1), 199\u2013233 (2023)","journal-title":"J. Intell. Inf. Syst."},{"key":"1107_CR28","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1007\/978-3-319-42291-6_15","volume-title":"Intelligent computing theories and application - 12th international conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, proceedings, part I","author":"H Miao","year":"2016","unstructured":"Miao, H., Luo, B., Sun, Z.: An improved context-aware recommender algorithm. In: Huang, D., Bevilacqua, V., Premaratne, P. (eds.) Intelligent computing theories and application - 12th international conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, proceedings, part I. Lecture notes in computer science, vol. 9771, pp. 153\u2013162. Springer (2016)"},{"issue":"2","key":"1107_CR29","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1007\/s00530-019-00632-w","volume":"26","author":"CB Moon","year":"2020","unstructured":"Moon, C.B., Lee, J.Y., Kim, D., Kim, B.M.: Multimedia content recommendation in social networks using mood tags and synonyms. Multimed. Syst. 26(2), 139\u2013156 (2020)","journal-title":"Multimed. Syst."},{"key":"1107_CR30","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2019.06.019","volume":"187","author":"N Nassar","year":"2020","unstructured":"Nassar, N., Jafar, A., Rahhal, Y.: A novel deep multi-criteria collaborative filtering model for recommendation system. Knowl. Based Syst. 187, 104811 (2020)","journal-title":"Knowl. Based Syst."},{"key":"1107_CR31","first-page":"497","volume-title":"11th IEEE international conference on data mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011","author":"X Ning","year":"2011","unstructured":"Ning, X., Karypis, G.: SLIM: sparse linear methods for top-n recommender systems. In: Cook, D.J., Pei, J., Wang, W., Za\u00efane, O.R., Wu, X. (eds.) 11th IEEE international conference on data mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011, pp. 497\u2013506. IEEE Computer Society (2011)"},{"issue":"1","key":"1107_CR32","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1093\/iwc\/iws003","volume":"25","author":"A Odic","year":"2013","unstructured":"Odic, A., Tkalcic, M., Tasic, J.F., Kosir, A.: Predicting and detecting the relevant contextual information in a movie-recommender system. Interact. Comput. 25(1), 74\u201390 (2013)","journal-title":"Interact. Comput."},{"key":"1107_CR33","first-page":"1459","volume-title":"Proceedings of the 2017 ACM on conference on information and knowledge management, CIKM 2017, Singapore, November 06-10, 2017","author":"W Pei","year":"2017","unstructured":"Pei, W., Yang, J., Sun, Z., Zhang, J., Bozzon, A., Tax, D.M.J.: Interacting attention-gated recurrent networks for recommendation. In: Lim, E., Winslett, M., Sanderson, M., Fu, A.W., Sun, J., Culpepper, J.S., Lo, E., Ho, J.C., Donato, D., Agrawal, R., Zheng, Y., Castillo, C., Sun, A., Tseng, V.S., Li, C. (eds.) Proceedings of the 2017 ACM on conference on information and knowledge management, CIKM 2017, Singapore, November 06-10, 2017, pp. 1459\u20131468. ACM (2017)"},{"key":"1107_CR34","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.neucom.2023.02.051","volume":"533","author":"I ur Rehman","year":"2023","unstructured":"ur Rehman, I., Ali, W., Jan, Z., Ali, Z., Xu, H., Shao, J.: Caml: contextual augmented meta-learning for cold-start recommendation. Neurocomputing 533, 178\u2013190 (2023)","journal-title":"Neurocomputing"},{"issue":"2","key":"1107_CR35","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1007\/s00530-020-00717-x","volume":"27","author":"IB Sassi","year":"2021","unstructured":"Sassi, I.B., Yahia, S.B.: How does context influence music preferences: a user-based study of the effects of contextual information on users\u2019 preferred music. Multimed. Syst. 27(2), 143\u2013160 (2021)","journal-title":"Multimed. Syst."},{"key":"1107_CR36","first-page":"5998","volume-title":"Advances in neural information processing systems 30: annual conference on neural information processing systems 2017, December 4-9, 2017, Long Beach, CA, USA","author":"A Vaswani","year":"2017","unstructured":"Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, L., Polosukhin, I.: Attention is all you need. In: Guyon, I., von Luxburg, U., Bengio, S., Wallach, H.M., Fergus, R., Vishwanathan, S.V.N., Garnett, R. (eds.) Advances in neural information processing systems 30: annual conference on neural information processing systems 2017, December 4-9, 2017, Long Beach, CA, USA, pp. 5998\u20136008. ACM (2017)"},{"key":"1107_CR37","unstructured":"Wang, S., Hu, L., Cao, L., Huang, X., Lian, D., Liu, W.: Attention-based transactional context embedding for next-item recommendation. In: McIlraith, S.A., Weinberger, K.Q. (eds.) Proceedings of the thirty-second AAAI conference on artificial intelligence, (AAAI-18), the 30th innovative applications of artificial intelligence (IAAI-18), and the 8th AAAI symposium on educational advances in artificial intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, pp. 2532\u20132539. AAAI Press (2018)"},{"key":"1107_CR38","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3254052","author":"Y Wang","year":"2023","unstructured":"Wang, Y., Xu, H., Ali, W., Li, M., Zhou, X., Shao, J.: Fedftha: a fine-tuning and head aggregation method in federated learning. IEEE Internet Things J. (2023). https:\/\/doi.org\/10.1109\/JIOT.2023.3254052","journal-title":"IEEE Internet Things J."},{"issue":"2","key":"1107_CR39","first-page":"1065","volume":"63","author":"A Waqar","year":"2020","unstructured":"Waqar, A., Din, S.U., Khan, A.A., Tumrani, S., Wang, X., Shao, J.: Context-aware collaborative filtering framework for rating prediction based on novel similarity estimation. Comput. Mater. Contin. 63(2), 1065\u20131078 (2020)","journal-title":"Comput. Mater. Contin."},{"key":"1107_CR40","first-page":"495","volume-title":"Proceedings of the tenth ACM international conference on web search and data mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017","author":"C Wu","year":"2017","unstructured":"Wu, C., Ahmed, A., Beutel, A., Smola, A.J., Jing, H.: Recurrent recommender networks. In: de Rijke, M., Shokouhi, M., Tomkins, A., Zhang, M. (eds.) Proceedings of the tenth ACM international conference on web search and data mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017, pp. 495\u2013503. ACM (2017)"},{"issue":"5","key":"1107_CR41","doi-asserted-by":"crossref","first-page":"1559","DOI":"10.1007\/s00530-022-00905-x","volume":"28","author":"H Xu","year":"2022","unstructured":"Xu, H., Gong, L., Xuan, H., Zheng, X., Gao, Z., Wen, X.: Multiview clustering via consistent and specific nonnegative matrix factorization with graph regularization. Multimed. Syst. 28(5), 1559\u20131572 (2022)","journal-title":"Multimed. Syst."},{"key":"1107_CR42","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.neucom.2015.12.136","volume":"210","author":"C Yang","year":"2016","unstructured":"Yang, C., Yu, X., Liu, Y., Nie, Y., Wang, Y.: Collaborative filtering with weighted opinion aspects. Neurocomputing 210, 185\u2013196 (2016)","journal-title":"Neurocomputing"},{"key":"1107_CR43","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.eswa.2019.06.051","volume":"136","author":"S Yu","year":"2019","unstructured":"Yu, S., Yang, M., Qu, Q., Shen, Y.: Contextual-boosted deep neural collaborative filtering model for interpretable recommendation. Expert Syst. Appl. 136, 365\u2013375 (2019)","journal-title":"Expert Syst. Appl."},{"issue":"5","key":"1107_CR44","doi-asserted-by":"crossref","first-page":"1621","DOI":"10.1007\/s00530-022-00923-9","volume":"28","author":"H Zhang","year":"2022","unstructured":"Zhang, H., Kong, X., Zhang, Y.: Cross-domain collaborative recommendation without overlapping entities based on domain adaptation. Multimed. Syst. 28(5), 1621\u20131637 (2022)","journal-title":"Multimed. Syst."},{"key":"1107_CR45","doi-asserted-by":"crossref","unstructured":"Zhang, S., Yao, L., Sun, A., Wang, S., Long, G., Dong, M.: Neurec: On nonlinear transformation for personalized ranking. In: Lang, J. (ed.) Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, pp. 3669\u20133675. ijcai.org (2018)","DOI":"10.24963\/ijcai.2018\/510"},{"issue":"1","key":"1107_CR46","doi-asserted-by":"crossref","first-page":"42","DOI":"10.3390\/info13010042","volume":"13","author":"Y Zheng","year":"2022","unstructured":"Zheng, Y.: Context-aware collaborative filtering using context similarity: an empirical comparison. Information 13(1), 42 (2022)","journal-title":"Information"},{"key":"1107_CR47","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1007\/978-3-642-38844-6_13","volume-title":"User modeling, adaptation, and personalization - 21th international conference, UMAP 2013, Rome, Italy, June 10-14, 2013, proceedings","author":"Y Zheng","year":"2013","unstructured":"Zheng, Y., Burke, R.D., Mobasher, B.: Recommendation with differential context weighting. In: Carberry, S., Weibelzahl, S., Micarelli, A., Semeraro, G. (eds.) User modeling, adaptation, and personalization - 21th international conference, UMAP 2013, Rome, Italy, June 10-14, 2013, proceedings. Lecture notes in computer science, vol. 7899, pp. 152\u2013164. Springer (2013)"},{"key":"1107_CR48","unstructured":"Zheng, Y., Mobasher, B., Burke, R.D.: Incorporating context correlation into context-aware matrix factorization. In: Jannach, D., Mengin, J., Mobasher, B., Passerini, A., Viappiani, P. (eds.) Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 27, 2015. CEUR workshop proceedings, volume 1440. CEUR-WS.org (2015)"},{"key":"1107_CR49","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/978-3-319-26190-4_29","volume-title":"Web information systems engineering-WISE 2015-16th international conference, Miami, FL, USA, November 1-3, 2015, proceedings, part I","author":"Y Zheng","year":"2015","unstructured":"Zheng, Y., Mobasher, B., Burke, R.D.: Similarity-based context-aware recommendation. In: Wang, J., Cellary, W., Wang, D., Wang, H., Chen, S., Li, T., Zhang, Y. (eds.) Web information systems engineering-WISE 2015-16th international conference, Miami, FL, USA, November 1-3, 2015, proceedings, part I. Lecture notes in computer science, vol. 9418, pp. 431\u2013447. Springer (2015)"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-023-01107-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00530-023-01107-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-023-01107-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,14]],"date-time":"2023-07-14T10:32:40Z","timestamp":1689330760000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00530-023-01107-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,31]]},"references-count":49,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,8]]}},"alternative-id":["1107"],"URL":"https:\/\/doi.org\/10.1007\/s00530-023-01107-9","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,31]]},"assertion":[{"value":"3 January 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 May 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 May 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}