{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:04:36Z","timestamp":1743026676943,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":21,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789813295629"},{"type":"electronic","value":"9789813295636"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-981-32-9563-6_32","type":"book-chapter","created":{"date-parts":[[2019,7,25]],"date-time":"2019-07-25T14:03:02Z","timestamp":1564063382000},"page":"307-319","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing Quality of Movies Recommendation Through Contextual Ontological User Profiling"],"prefix":"10.1007","author":[{"given":"Mohammad Wahiduzzaman","family":"Khan","sequence":"first","affiliation":[]},{"given":"Gaik-Yee","family":"Chan","sequence":"additional","affiliation":[]},{"given":"Fang-Fang","family":"Chua","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,7,26]]},"reference":[{"key":"32_CR1","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1007\/978-0-387-85820-3_9","volume-title":"Recommender Systems Handbook","author":"R Bambini","year":"2011","unstructured":"Bambini, R., Cremonesi, P., Turrin, R.: A recommender system for an IPTV service provider: a real large-scale production environment. In: Ricci, F., Rokach, L., Shapira, B., Kantor, Paul B. (eds.) Recommender Systems Handbook, pp. 299\u2013331. Springer, Boston, MA (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_9"},{"key":"32_CR2","doi-asserted-by":"publisher","first-page":"10990","DOI":"10.1016\/j.eswa.2012.03.025","volume":"39","author":"W Carrer-Neto","year":"2012","unstructured":"Carrer-Neto, W., Hernandez-Alcaraz, M.L., Valencia-Garcia, R., Garcia-Sanchez, F.: Social knowledge-based recommender system. Application to the movies domain. Expert Syst. Appl. 39, 10990\u201311000 (2012)","journal-title":"Expert Syst. Appl."},{"key":"32_CR3","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1007\/978-3-642-38786-9_20","volume-title":"Advances in Brain Inspired Cognitive Systems","author":"Z Zhang","year":"2013","unstructured":"Zhang, Z., Gong, L., Xie, J.: Ontology-based collaborative filtering recommendation algorithm. In: Liu, D., Alippi, C., Zhao, D., Hussain, A. (eds.) BICS 2013. LNCS (LNAI), vol. 7888, pp. 172\u2013181. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38786-9_20"},{"key":"32_CR4","unstructured":"Pripu\u017ei\u0107, K., et al.: Building an IPTV VoD recommender system: an experience report. In: Proceeding of 12th International Conference on Telecommunications, pp. 155\u2013162 (2013)"},{"key":"32_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/978-3-540-72079-9_9","volume-title":"The Adaptive Web","author":"JB Schafer","year":"2007","unstructured":"Schafer, J.B., Frankowski, D., Herlocker, J., Sen, S.: Collaborative filtering recommender systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 291\u2013324. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-72079-9_9"},{"key":"32_CR6","doi-asserted-by":"publisher","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, Paul B. (eds.) Recommender Systems Handbook, pp. 73\u2013105. Springer, Boston, MA (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_3"},{"issue":"4","key":"32_CR7","doi-asserted-by":"publisher","first-page":"999","DOI":"10.4304\/jsw.9.4.999-1006","volume":"9","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Qin, T., Teng, P.: An improved collaborative filtering algorithm based on user interest. J. Softw. 9(4), 999\u20131006 (2014)","journal-title":"J. Softw."},{"issue":"10","key":"32_CR8","first-page":"37","volume":"5","author":"S Philip","year":"2014","unstructured":"Philip, S., Shola, P.B., John, A.O.: Application of content-based approach in research paper recommendation system for a digital library. Int. J. Adv. Comput. Sci. Appl. 5(10), 37\u201340 (2014)","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Bahramian, Z., Ali, A.R.: An ontology-based tourism recommender system based on spreading activation model. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-1-W5, pp. 83\u201390 (2015)","DOI":"10.5194\/isprsarchives-XL-1-W5-83-2015"},{"key":"32_CR10","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/978-3-319-70010-6_13","volume-title":"IVIC 2017","author":"MW Khan","year":"2017","unstructured":"Khan, M.W., Chan, G.Y., Chua, F.F., Haw, S.C.: An ontology-based hybrid recommender system for internet protocol television. In: Badioze Zaman, H., et al. (eds.) IVIC 2017. LNCS, vol. 10645, pp. 131\u2013142. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-70010-6_13"},{"key":"32_CR11","doi-asserted-by":"crossref","unstructured":"Badaro, G., Hajj, H., El-Hajj, W., Nachman, L.: A hybrid approach with collaborative filtering for recommender systems. In: Proceedings of 9th International Wireless Communications and Mobile Computing Conference, pp. 349\u2013354 (2013)","DOI":"10.1109\/IWCMC.2013.6583584"},{"issue":"4","key":"32_CR12","first-page":"2216","volume":"3","author":"K Kulkarni","year":"2016","unstructured":"Kulkarni, K., Wagh, K., Badgujar, S., Patil, J.: A study of recommender systems with hybrid collaborative filtering. Int. Res. J. Eng. Technol. 3(4), 2216\u20132219 (2016)","journal-title":"Int. Res. J. Eng. Technol."},{"key":"32_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/978-3-540-72079-9_10","volume-title":"The Adaptive Web","author":"MJ Pazzani","year":"2007","unstructured":"Pazzani, M.J., Billsus, D.: Content-based recommendation systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 325\u2013341. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-72079-9_10"},{"key":"32_CR14","unstructured":"Uluyagmur, M., Cataltepe, Z., Tayfur, E.: Content-based movie recommendation using different feature sets. In: Proceedings of the World Congress on Engineering and Computer Science, vol. I, pp. 1\u20135 (2012)"},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Woerndl, W., Schueller, C., Wojtech, R.: A hybrid recommender system for context-aware recommendations of mobile applications. In: Proceedings of IEEE 23rd International Conference on Data Engineering Workshop, pp. 871\u2013878 (2007)","DOI":"10.1109\/ICDEW.2007.4401078"},{"key":"32_CR16","doi-asserted-by":"crossref","unstructured":"Gunawardana, A., Meek, C.: A unified approach to building hybrid recommender systems. In: Proceedings of the third ACM Conference on Recommender Systems, RecSys 2009, New York, USA, pp. 117\u2013124 (2009)","DOI":"10.1145\/1639714.1639735"},{"key":"32_CR17","doi-asserted-by":"crossref","unstructured":"Yu, X., et al.: Recommendation in heterogeneous information networks with implicit user feedback. In: RecSys 2013, Hong Kong, China, pp. 347\u2013350 (2013)","DOI":"10.1145\/2507157.2507230"},{"key":"32_CR18","series-title":"INFOSYS","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/978-3-540-24750-0_24","volume-title":"Handbook on Ontologies","author":"SE Middleton","year":"2004","unstructured":"Middleton, S.E., De Roure, D., Shadbolt, N.R.: Ontology-based recommender systems. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. INFOSYS, pp. 477\u2013498. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-24750-0_24"},{"key":"32_CR19","unstructured":"Grouplens, Movielens 100K Dataset. http:\/\/grouplens.org\/datasets\/movielens\/100k\/. Accessed Dec 2016"},{"issue":"2","key":"32_CR20","doi-asserted-by":"publisher","first-page":"203","DOI":"10.3233\/AIC-2008-0437","volume":"21","author":"I Cantador","year":"2008","unstructured":"Cantador, I., Bellog\u00edn, A., Castells, P.: A multilayer ontology-based hybrid recommendation model. AI Commun. 21(2), 203\u2013210 (2008)","journal-title":"AI Commun."},{"key":"32_CR21","unstructured":"Weka (2017). Weka 3.8, Datamining Software. https:\/\/www.cs.waikato.ac.nz\/ml\/weka\/. Accessed July 2017"}],"container-title":["Communications in Computer and Information Science","Data Mining and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-32-9563-6_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T09:05:59Z","timestamp":1639559159000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-32-9563-6_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789813295629","9789813295636"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-981-32-9563-6_32","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"26 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DMBD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Data Mining and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chiang Mai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dmbd2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/dmbd2019.ic-si.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}