{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,16]],"date-time":"2025-12-16T11:51:27Z","timestamp":1765885887277},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642398773"},{"type":"electronic","value":"9783642398780"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-39878-0_17","type":"book-chapter","created":{"date-parts":[[2013,8,21]],"date-time":"2013-08-21T21:30:30Z","timestamp":1377120630000},"page":"182-193","source":"Crossref","is-referenced-by-count":10,"title":["Exploiting Big Data for Enhanced Representations in Content-Based Recommender Systems"],"prefix":"10.1007","author":[{"given":"Fedelucio","family":"Narducci","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cataldo","family":"Musto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giovanni","family":"Semeraro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pasquale","family":"Lops","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"de Gemmis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-22362-4_1","volume-title":"User Modeling, Adaption and Personalization","author":"F. Abel","year":"2011","unstructured":"Abel, F., Gao, Q., Houben, G.-J., Tao, K.: Analyzing user modeling on twitter for personalized news recommendations. In: Konstan, J.A., Conejo, R., Marzo, J.L., Oliver, N. (eds.) UMAP 2011. LNCS, vol.\u00a06787, pp. 1\u201312. Springer, Heidelberg (2011)"},{"issue":"2","key":"17_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961209.1961211","volume":"29","author":"O. Egozi","year":"2011","unstructured":"Egozi, O., Markovitch, S., Gabrilovich, E.: Concept-based information retrieval using explicit semantic analysis. ACM Trans. Inf. Syst.\u00a029(2), 8:1\u20138:34 (2011)","journal-title":"ACM Trans. Inf. Syst."},{"key":"17_CR3","first-page":"1871","volume":"9","author":"R.-E. Fan","year":"2008","unstructured":"Fan, R.-E., Chang, K.-W., Hsieh, C.-J., Wang, X.-R., Lin, C.-J.: LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research\u00a09, 1871\u20131874 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"17_CR4","doi-asserted-by":"publisher","first-page":"1625","DOI":"10.1145\/1871437.1871689","volume-title":"Proceedings of the 19th ACM International Conference on Information and Knowledge Management, CIKM 2010","author":"P. Ferragina","year":"2010","unstructured":"Ferragina, P., Scaiella, U.: Tagme: on-the-fly annotation of short text fragments (by wikipedia entities). In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, CIKM 2010, pp. 1625\u20131628. ACM, New York (2010)"},{"key":"17_CR5","first-page":"1606","volume-title":"Proceedings of the 20th International Joint Conference on Artifical Intelligence, IJCAI 2007","author":"E. Gabrilovich","year":"2007","unstructured":"Gabrilovich, E., Markovitch, S.: Computing semantic relatedness using wikipedia-based explicit semantic analysis. In: Proceedings of the 20th International Joint Conference on Artifical Intelligence, IJCAI 2007, pp. 1606\u20131611. Morgan Kaufmann Publishers Inc., San Francisco (2007)"},{"key":"17_CR6","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1613\/jair.2669","volume":"34","author":"E. Gabrilovich","year":"2009","unstructured":"Gabrilovich, E., Markovitch, S.: Wikipedia-based semantic interpretation for natural language processing. Journal of Artificial Intelligence Research (JAIR)\u00a034, 443\u2013498 (2009)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"key":"17_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/978-3-642-31454-4_26","volume-title":"User Modeling, Adaptation, and Personalization","author":"J. Hannon","year":"2012","unstructured":"Hannon, J., McCarthy, K., O\u2019Mahony, M.P., Smyth, B.: A multi-faceted user model for twitter. In: Masthoff, J., Mobasher, B., Desmarais, M.C., Nkambou, R. (eds.) UMAP 2012. LNCS, vol.\u00a07379, pp. 303\u2013309. Springer, Heidelberg (2012)"},{"key":"17_CR8","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1145\/1557019.1557066","volume-title":"Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2009","author":"X. Hu","year":"2009","unstructured":"Hu, X., Zhang, X., Lu, C., Park, E.K., Zhou, X.: Exploiting wikipedia as external knowledge for document clustering. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2009, pp. 389\u2013396. ACM, New York (2009)"},{"issue":"8","key":"17_CR9","doi-asserted-by":"publisher","first-page":"1593","DOI":"10.1002\/asi.22689","volume":"63","author":"L. Huang","year":"2012","unstructured":"Huang, L., Milne, D., Frank, E., Witten, I.H.: Learning a concept-based document similarity measure. J. Am. Soc. Inf. Sci. Technol.\u00a063(8), 1593\u20131608 (2012)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"17_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1007\/978-3-642-23620-4_23","volume-title":"Active Media Technology","author":"Y. Ma","year":"2011","unstructured":"Ma, Y., Zeng, Y., Ren, X., Zhong, N.: User interests modeling based on multi-source personal information fusion and semantic reasoning. In: Zhong, N., Callaghan, V., Ghorbani, A.A., Hu, B. (eds.) AMT 2011. LNCS, vol.\u00a06890, pp. 195\u2013205. Springer, Heidelberg (2011)"},{"key":"17_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1007\/978-3-642-20161-5_44","volume-title":"Advances in Information Retrieval","author":"O. Phelan","year":"2011","unstructured":"Phelan, O., McCarthy, K., Bennett, M., Smyth, B.: Terms of a feather: Content-based news recommendation and discovery using twitter. In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol.\u00a06611, pp. 448\u2013459. Springer, Heidelberg (2011)"},{"key":"17_CR12","first-page":"830","volume-title":"CHI 2002: CHI 2002 Extended Abstracts on Human Factors in Computing Systems","author":"R. Sinha","year":"2002","unstructured":"Sinha, R., Swearingen, K.: The role of transparency in recommender systems. In: CHI 2002: CHI 2002 Extended Abstracts on Human Factors in Computing Systems, pp. 830\u2013831. ACM, New York (2002)"},{"key":"17_CR13","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.datak.2012.02.003","volume":"74","author":"P. Sorg","year":"2012","unstructured":"Sorg, P., Cimiano, P.: Exploiting wikipedia for cross-lingual and multilingual information retrieval. Data Knowl. Eng.\u00a074, 26\u201345 (2012)","journal-title":"Data Knowl. Eng."},{"key":"17_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"632","DOI":"10.1007\/978-3-540-88564-1_40","volume-title":"The Semantic Web - ISWC 2008","author":"M. Szomszor","year":"2008","unstructured":"Szomszor, M., Alani, H., Cantador, I., O\u2019Hara, K., Shadbolt, N.R.: Semantic modelling of user interests based on cross-folksonomy analysis. In: Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol.\u00a05318, pp. 632\u2013648. Springer, Heidelberg (2008)"},{"key":"17_CR15","doi-asserted-by":"crossref","unstructured":"Yeh, E., Ramage, D., Manning, C.D., Agirre, E., Soroa, A.: Wikiwalk: random walks on wikipedia for semantic relatedness. In: Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, TextGraphs-4, Stroudsburg, PA, USA, pp. 41\u201349. Association for Computational Linguistics (2009)","DOI":"10.3115\/1708124.1708133"},{"key":"17_CR16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1011441423217","volume":"4","author":"T. Zhang","year":"2000","unstructured":"Zhang, T., Oles, F.J.: Text categorization based on regularized linear classification methods. Information Retrieval\u00a04, 5\u201331 (2000)","journal-title":"Information Retrieval"}],"container-title":["Lecture Notes in Business Information Processing","E-Commerce and Web Technologies"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-39878-0_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T15:36:05Z","timestamp":1558020965000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-39878-0_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642398773","9783642398780"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-39878-0_17","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2013]]}}}