{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:52:37Z","timestamp":1742993557173,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030519704"},{"type":"electronic","value":"9783030519711"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","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":[[2020]]},"DOI":"10.1007\/978-3-030-51971-1_9","type":"book-chapter","created":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T17:03:00Z","timestamp":1596906180000},"page":"110-119","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Bio-inspired Collaborative and Content Filtering Method for Online Recommendation Assistant Systems"],"prefix":"10.1007","author":[{"given":"Sergey","family":"Rodzin","sequence":"first","affiliation":[]},{"given":"Olga","family":"Rodzina","sequence":"additional","affiliation":[]},{"given":"Lada","family":"Rodzina","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,9]]},"reference":[{"key":"9_CR1","doi-asserted-by":"publisher","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques a survey of collaborative filtering techniques. In: Advances in Artificial Intelligence Archive, pp. 1\u201319. Hindawi Publishing Corporation (2009). https:\/\/doi.org\/10.1155\/2009\/421425","DOI":"10.1155\/2009\/421425"},{"key":"9_CR2","doi-asserted-by":"publisher","unstructured":"Shani, G., Gunawardana, A.: Evaluating recommendation systems. In: Recommender Systems Handbook, pp. 257\u2013297. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_8","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"9_CR3","doi-asserted-by":"publisher","unstructured":"Burke, R.: Hybrid Web recommender system. In: The Adaptive Web, pp. 377\u2013408 (2007). https:\/\/doi.org\/10.1007\/978-3-540-72079-9_12","DOI":"10.1007\/978-3-540-72079-9_12"},{"key":"9_CR4","doi-asserted-by":"publisher","unstructured":"Lops, P., Gemmis, M., Semeraro, G.: Content-based recommender systems: state of the art and trends. In: Recommender Systems Handbook, pp. 73\u2013105 (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_3","DOI":"10.1007\/978-0-387-85820-3_3"},{"key":"9_CR5","doi-asserted-by":"publisher","unstructured":"Shani, G., Gunawardana, A.: Evaluating recommendation systems. In: Recommender Systems Handbook, pp. 257\u2013297 (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_8","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"9_CR6","doi-asserted-by":"publisher","unstructured":"Rodzin, S., Rodzina, O.: New computational models for big data and optimization. In: Proceedings of the 9th IEEE International Conference Application of Information and Communication Technologies (AICT), pp. 3\u20137 (2015). https:\/\/doi.org\/10.1109\/icaict.2015.7338504","DOI":"10.1109\/icaict.2015.7338504"},{"key":"9_CR7","doi-asserted-by":"publisher","unstructured":"Bova, V., Kravchenko, Y., Rodzin, S., Kuliev, E.: Hybrid method for prediction of users\u2019 information behavior in the internet based on bioinspired search. In: Journal of Physics: Conference Series, ITBI 2019, vol. 1333, p. 032008, pp. 1\u20137. IOP Publishing (2019). https:\/\/doi.org\/10.1088\/1742-6596\/1333\/3\/032008","DOI":"10.1088\/1742-6596\/1333\/3\/032008"},{"key":"9_CR8","doi-asserted-by":"publisher","unstructured":"Kravchenko, Y., Kursitys, I., Bova, V.: The development of genetic algorithm for semantic similarity estimation in terms of knowledge management problems. In: Advances in Intelligent Systems and Computing, vol. 573, pp. 84\u201393 (2017). https:\/\/doi.org\/10.1007\/978-3-319-57261-1_9","DOI":"10.1007\/978-3-319-57261-1_9"},{"key":"9_CR9","doi-asserted-by":"publisher","unstructured":"El-Khatib, S., Rodzin, S.I., Skobtcov, Y.A.: Investigation of optimal heuristical parameters for mixed Aco-k-means segmentation algorithm for MRI images. In: Proceedings of the Conference on Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM), pp. 216\u2013221 (2016). https:\/\/doi.org\/10.2991\/itsmssm-16.2016.72","DOI":"10.2991\/itsmssm-16.2016.72"},{"key":"9_CR10","doi-asserted-by":"publisher","unstructured":"Rodzin, S., Rodzina, O.: Metaheuristics memes and biogeography for trans computational combinatorial optimization problems. In: Proceedings of the 6th International Conference - Cloud System and Big Data Engineering, pp. 1\u20135 (2016). https:\/\/doi.org\/10.1109\/confluence.2016.7508037","DOI":"10.1109\/confluence.2016.7508037"},{"issue":"4","key":"9_CR11","first-page":"19","volume":"5","author":"FM Harper","year":"2016","unstructured":"Harper, F.M., Konstan, J.A.: The movieLens datasets: history and context. ACM Trans. Interact. Intell. Syst. (TiiS) 5(4), 19 (2016)","journal-title":"ACM Trans. Interact. Intell. Syst. (TiiS)"},{"issue":"8","key":"9_CR12","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. IEEE Comput. 42(8), 42\u201349 (2009). https:\/\/doi.org\/10.1109\/MC.2009.263","journal-title":"IEEE Comput."},{"key":"9_CR13","doi-asserted-by":"publisher","unstructured":"Hernando, A., Bobadilla, J., Ortega, F.: A non-negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model. In: Knowledge-Based Systems, vol. 97, pp. 188\u2013202 (2016). https:\/\/doi.org\/10.1007\/978-3-030-26773-5_14","DOI":"10.1007\/978-3-030-26773-5_14"},{"key":"9_CR14","doi-asserted-by":"publisher","unstructured":"Boucher-Ryan, P., Bridge, D.: Collaborative recommending using formal concept analysis. Knowl.-Based Syst. 19(5), 309\u2013315 (2006). https:\/\/doi.org\/10.1007\/978-1-84628-226-3_16","DOI":"10.1007\/978-1-84628-226-3_16"}],"container-title":["Advances in Intelligent Systems and Computing","Artificial Intelligence and Bioinspired Computational Methods"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51971-1_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,12]],"date-time":"2021-04-12T19:11:04Z","timestamp":1618254664000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-51971-1_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030519704","9783030519711"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51971-1_9","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"9 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Computer Science On-line Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zlin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Czech Republic","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csolc2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/csoc.openpublish.eu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}