{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T22:56:23Z","timestamp":1742943383991,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319914572"},{"type":"electronic","value":"9783319914589"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-91458-9_44","type":"book-chapter","created":{"date-parts":[[2018,5,11]],"date-time":"2018-05-11T20:34:15Z","timestamp":1526070855000},"page":"713-724","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["An Industrial-Scale System for Heterogeneous Information Card Ranking in Alipay"],"prefix":"10.1007","author":[{"given":"Zhiqiang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chaochao","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolong","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,12]]},"reference":[{"key":"44_CR1","unstructured":"Backstrom, L.: News Feed FYI: A Window Into News Feed. https:\/\/www.facebook.com\/business\/news\/News-Feed-FYI-A-Window-Into-News-Feed (2013). Accessed 01 05 2017"},{"key":"44_CR2","unstructured":"Chen, M.: Efficient vector representation for documents through corruption. In: ICLR 2017 (2017)"},{"key":"44_CR3","doi-asserted-by":"crossref","unstructured":"Covington, P., Adams, J., Sargin, E.: Deep neural networks for Youtube recommendations. In: RecSys 2016, pp. 191\u2013198 (2016)","DOI":"10.1145\/2959100.2959190"},{"key":"44_CR4","first-page":"13","volume":"6","author":"CA Gomez-Uribe","year":"2016","unstructured":"Gomez-Uribe, C.A., Hunt, N.: The Netflix recommender system algorithms, business value, and innovation. ACM Trans. Manag. Inf. Syst. (TMIS) 6, 13 (2016)","journal-title":"ACM Trans. Manag. Inf. Syst. (TMIS)"},{"key":"44_CR5","doi-asserted-by":"crossref","unstructured":"He, X., Pan, J., Jin, O., Xu, T., Liu, B., Xu, T., Shi, Y., Atallah, A., Herbrich, R., Bowers, S., Candela, J.Q.: Practical lessons from predicting clicks on ads at facebook. In: ADKDD 2014, pp. 1\u20139 (2014)","DOI":"10.1145\/2648584.2648589"},{"issue":"5786","key":"44_CR6","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1126\/science.1127647","volume":"313","author":"G Hinton","year":"2006","unstructured":"Hinton, G., Salakhutdinov, R.: Reducing the dimensionality of data with neural networks. Science 313(5786), 504\u2013507 (2006)","journal-title":"Science"},{"key":"44_CR7","doi-asserted-by":"crossref","unstructured":"Koren, Y.: Factorization meets the neighborhood: a multifaceted collaborative filtering model. In: SIGKDD 2008, pp. 426\u2013434 (2008)","DOI":"10.1145\/1401890.1401944"},{"key":"44_CR8","unstructured":"Le, Q., Mikolov, T.: Distributed representations of sentences and documents. In: ICML 2014, pp. 1188\u20131196 (2014)"},{"issue":"15","key":"44_CR9","first-page":"1","volume":"17","author":"J Lee","year":"2016","unstructured":"Lee, J., Kim, S., Lebanon, G., Singer, Y., Bengio, S.: LLORMA: local low-rank matrix approximation. J. Mach. Learn. Res. (JMLR) 17(15), 1\u201324 (2016)","journal-title":"J. Mach. Learn. Res. (JMLR)"},{"key":"44_CR10","doi-asserted-by":"crossref","unstructured":"McMahan, H.B., Holt, G., Sculley, D., Young, M., Ebner, D., Grady, J., Nie, L., Phillips, T., Davydov, E., Golovin, D., et al.: Ad click prediction: a view from the trenches. In: SIGKDD 2013, pp. 1222\u20131230. ACM (2013)","DOI":"10.1145\/2487575.2488200"},{"key":"44_CR11","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G., Dean, J.: Distributed representations of words and phrases and their compositionality. In: NIPS 2013, pp. 3111\u20133119 (2013)"},{"key":"44_CR12","unstructured":"Salakhutdinov, R., Mnih, A.: Probabilistic matrix factorization. In: Proceedings of the 20th International Conference on Neural Information Processing Systems (NIPS 2007), pp. 1257\u20131264 (2008)"},{"key":"44_CR13","doi-asserted-by":"crossref","unstructured":"Shokouhi, M., Guo, Q.: From queries to cards: re-ranking proactive card recommendations based on reactive search history. In: SIGIR 2015, pp. 695\u2013704 (2015)","DOI":"10.1145\/2766462.2767705"},{"key":"44_CR14","doi-asserted-by":"crossref","unstructured":"Song, Y., Guo, Q.: Query-less: predicting task repetition for nextgen proactive search and recommendation engines. In: WWW 2016, pp. 543\u2013553 (2016)","DOI":"10.1145\/2872427.2883020"},{"key":"44_CR15","unstructured":"Tulloch, A.: Fast Randomized SVD (2014). https:\/\/research.fb.com\/fast-randomized-svd\/. Accessed 01 05 2017"},{"key":"44_CR16","doi-asserted-by":"crossref","unstructured":"Wang, H., Wang, N., Yeung, D.Y.: Collaborative deep learning for recommender systems. In: SIGKDD 2015, pp. 1235\u20131244 (2015)","DOI":"10.1145\/2783258.2783273"},{"key":"44_CR17","doi-asserted-by":"crossref","unstructured":"Zhou, J., Cui, Q., Li, X., Zhao, P., Qu, S., Huang, J.: PSMART: parameter server based multiple additive regression trees system. In: WWW 2017, pp. 879\u2013880 (2017)","DOI":"10.1145\/3041021.3054225"},{"key":"44_CR18","doi-asserted-by":"crossref","unstructured":"Zhou, J., Li, X., Zhao, P., Chen, C., Li, L., Yang, X., Cui, Q., Yu, J., Chen, X., Ding, Y., Qi, Y.A.: KunPeng: parameter server based distributed learning systems and its applications in Alibaba and ant financial. In: SIGKDD 2017 (2017)","DOI":"10.1145\/3097983.3098029"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91458-9_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T11:19:55Z","timestamp":1709810395000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91458-9_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319914572","9783319914589"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91458-9_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"12 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DASFAA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Database Systems for Advanced Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Gold Coast, QLD","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 May 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 May 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dasfaa2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ict.griffith.edu.au\/conferences\/dasfaa2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}