{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T15:23:15Z","timestamp":1761578595254,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319251585"},{"type":"electronic","value":"9783319251592"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-25159-2_44","type":"book-chapter","created":{"date-parts":[[2015,10,23]],"date-time":"2015-10-23T21:41:49Z","timestamp":1445636509000},"page":"489-495","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Personalized Recommendation System Based on Support Vector Machine and Particle Swarm Optimization"],"prefix":"10.1007","author":[{"given":"Xibin","family":"Wang","sequence":"first","affiliation":[]},{"given":"Junhao","family":"Wen","sequence":"additional","affiliation":[]},{"given":"Fengji","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Haijun","family":"Ren","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,11,3]]},"reference":[{"key":"44_CR1","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1023\/A:1007369909943","volume":"27","author":"M Pazzani","year":"1997","unstructured":"Pazzani, M., Billsus, D.: Learning and revising user profiles: the identification of interesting websites. Machine Learning 27, 313\u2013331 (1997)","journal-title":"Machine Learning"},{"key":"44_CR2","doi-asserted-by":"crossref","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A., Riedl, J.: An algorithmic framework for performing collaborative filtering. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 230\u2013237. ACM, New York (1999)","DOI":"10.1145\/312624.312682"},{"key":"44_CR3","unstructured":"Billsus, D., Pazzani, M.J.: Learning collaborative information filters. In: Proceedings of the 15th International Conference on Machine Learning (ICML 1998), vol. 98, pp. 46\u201354. ACM, New York (1998)"},{"issue":"11","key":"44_CR4","doi-asserted-by":"publisher","first-page":"1848","DOI":"10.1016\/j.neucom.2010.07.034","volume":"74","author":"WY Deng","year":"2011","unstructured":"Deng, W.Y., Zheng, Q.H., Lian, S., Chen, L.: Adaptive personalized recommendation based on adaptive learning. Neurocomputing 74(11), 1848\u20131858 (2011)","journal-title":"Neurocomputing"},{"key":"44_CR5","first-page":"313","volume":"2","author":"T Zhang","year":"2002","unstructured":"Zhang, T., Iyengar, V.S.: Recommender systems using linear classifiers. Journal of Machine Learning Research 2, 313\u2013334 (2002)","journal-title":"Journal of Machine Learning Research"},{"issue":"16","key":"44_CR6","doi-asserted-by":"publisher","first-page":"12398","DOI":"10.1016\/j.eswa.2012.04.082","volume":"39","author":"W Hong","year":"2012","unstructured":"Hong, W., Li, L., Li, T.: Product recommendation with temporal dynamics. Expert Systems with Applications 39(16), 12398\u201312406 (2012)","journal-title":"Expert Systems with Applications"},{"issue":"4","key":"44_CR7","doi-asserted-by":"publisher","first-page":"3383","DOI":"10.1016\/j.eswa.2010.08.123","volume":"38","author":"J Gu","year":"2011","unstructured":"Gu, J., Zhu, M., Jiang, L.: Housing price forecasting based on genetic algorithm and support vector machine. Expert Systems with Applications 38(4), 3383\u20133386 (2011)","journal-title":"Expert Systems with Applications"},{"key":"44_CR8","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.: Particle swarm optimization. In: Encyclopedia of Machine Learning, pp. 760\u2013766 (2010)","DOI":"10.1007\/978-0-387-30164-8_630"},{"issue":"4","key":"44_CR9","doi-asserted-by":"publisher","first-page":"1892","DOI":"10.1109\/TSG.2014.2314451","volume":"5","author":"F Luo","year":"2014","unstructured":"Luo, F., Zhao, J., Qiu, J., Foster, J., Peng, Y., Dong, Z.: Assessing the transmission expansion cost with distributed generation: an Australia case study. IEEE Transactions on Smart Grid 5(4), 1892\u20131904 (2014)","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"1","key":"44_CR10","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1109\/TPWRS.2013.2278850","volume":"29","author":"Y Zheng","year":"2014","unstructured":"Zheng, Y., Dong, Z.Y., Luo, F.J., Meng, K., Qiu, J., Wong, K.P.: Optimal allocation of energy storage system for risk mitigation of DISCOs with high renewable penetrations. IEEE Transactions on Power Systems 29(1), 212\u2013220 (2014)","journal-title":"IEEE Transactions on Power Systems"},{"key":"44_CR11","unstructured":"Witten, I.H., Frank, E.: Data mining: Practical machine learning tools and techniques. Morgan Kaufmann (2005). http:\/\/prdownloads.sourceforge.net\/weka\/datasets-UCI.jar"},{"key":"44_CR12","unstructured":"MovieLens Datasets. http:\/\/grouplens.org\/datasets\/movielens\/"}],"container-title":["Lecture Notes in Computer Science","Knowledge Science, Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-25159-2_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T06:29:22Z","timestamp":1700202562000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-25159-2_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319251585","9783319251592"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-25159-2_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"3 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"KSEM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Knowledge Science, Engineering and Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chongqing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2015","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 October 2015","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 October 2015","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ksem2015","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}