{"id":203,"date":"2014-12-03T10:51:42","date_gmt":"2014-12-03T10:51:42","guid":{"rendered":"http:\/\/people.unica.it\/ludovicoboratto\/?page_id=203"},"modified":"2015-05-08T14:21:35","modified_gmt":"2015-05-08T14:21:35","slug":"publications","status":"publish","type":"page","link":"https:\/\/people.unica.it\/ludovicoboratto\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<h4>2015<\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: small\">R. Saia, L. Boratto, S. Carta. <a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2015\/05\/SAI2015.pdf\" target=\"_blank\"><u><b>A New Perspective on Recommender Systems: a Class Path Information Model<\/b><\/u><\/a>. <\/span><span style=\"font-size: small\">In <i>Proc. of the Science and Information Conference (SAI), 2015<\/i>.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: small\">M. Manca, L. Boratto, and S. Carta.\u00a0<strong><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2015\/02\/322469_1_En_14_Chapter_OnlinePDF.pdf\" target=\"_blank\">Friend Recommendation in a Social Bookmarking System: Design and Architecture Guidelines<\/a><\/strong>. In <em>Intelligent Systems in Science and Information 2014<\/em>, 2015.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: small\">R. Saia, L. Boratto, S. Carta. <\/span><span style=\"font-size: small\"><u><b>A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising<\/b><\/u>. In <i>Proc. <\/i><i>BigData<\/i>, 2015<\/span>.<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta. <strong><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2015\/05\/jmlc_camera_ready.pdf\" target=\"_blank\">ART: Group Recommendation Approaches for Automatically Detected Groups<\/a><\/strong>. In <i>International Journal of Machine Learning and Cybernetics<\/i>, 2015.<\/span><\/p>\n<h4>2014<\/h4>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/iceis2014_camera_ready.pdf\">Using Collaborative Filtering to Overcome the Curse of Dimensionality when Clustering Users in a Group Recommender System<\/a><\/b>. In <i>Proceedings of the <\/i><i>16th International Conference on Enterprise Information Systems (ICEIS)<\/i>, 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/wims2014_camera_ready.pdf\" target=\"_blank\">Modeling the Preferences of a Group of Users Detected by Clustering &#8211; a Group Recommendation Case-Study<\/a><\/b>. In <i>Proceedings of the <\/i><i>4<sup>th<\/sup> International Conference on Web Intelligence, Mining and Semantics (WIMS&#8217;14)<\/i>, 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">M. Manca, L. Boratto, and S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/sai2014_1.5.pdf\" target=\"_blank\">Design and Architecture of a Friend Recommender System in the Social Bookmarking Domain<\/a><\/b>. In <i>Proceedings of the <\/i><i>Science and Information Conference 2014<\/i>, 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/dawak2014_1.1.pdf\" target=\"_blank\">Impact of Content Novelty on the Accuracy of a Group Recommender System<\/a><\/b>. In <i>Proceedings of the <\/i><\/span><i><span style=\"font-size: small\">16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014)<\/span><\/i><span style=\"font-size: small\">, 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">M. Manca, L. Boratto, S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/data2014_social_camera_ready.pdf\" target=\"_blank\">Mining User Behavior in a Social Bookmarking System: a Delicious Friend Recommender System<\/a><\/b>. In <i>Proceedings of t<\/i><i>he 3rd International Conference on Data Management Technologies and Applications (DATA 2014)<\/i>, 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">R. Saia, L. Boratto, S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/kdir2014_camera_ready.pdf\" target=\"_blank\">Semantic Coherence-based User Profile Modeling in the Recommender Systems Context<\/a><\/b>. In Proceedings of the 6th International Conference on Knowledge Discovery and Information Retrieval (KDIR), 2014.<\/span><\/p>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta. <strong><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/jiis_1.3.pdf\">The Rating Prediction Task in a Group Recommender System that Automatically Detects Groups: Architectures, Algorithms, and Performance Evaluation<\/a><\/strong>. <\/span><i>Journal of Intelligent Information Systems<\/i>, 2014.<\/p>\n<h4>2013<\/h4>\n<p>L. Boratto and S. Carta.<b> <a href=\"http:\/\/www.thinkmind.org\/download.php?articleid=immm_2013_2_30_20076\" target=\"_blank\" rel=\"nofollow\">Exploring the Ratings Prediction Task in a Group Recommender System that Automatically Detects Groups<\/a><\/b>. <span style=\"font-size: small\">In <i>Proc. <\/i><\/span><i><span style=\"font-size: small\">IMMM 2013, 3rd Int. Conf. on Advances in Information Mining and Management<\/span><\/i><span style=\"font-size: small\">, 2013.<\/span><\/p>\n<p>M. Manca, L. Boratto and S. Carta.<b> <a href=\"http:\/\/www.thinkmind.org\/download.php?articleid=immm_2013_3_20_20041\" rel=\"nofollow\">Producing Friend Recommendations in a Social Bookmarking System by Mining Users Content<\/a><\/b>. <span style=\"font-size: small\">In <i>Proc. <\/i><\/span><i><span style=\"font-size: small\">IMMM 2013, 3rd Int. Conf. on Advances in Information Mining and Management<\/span><\/i><span style=\"font-size: small\">, 2013.<\/span><\/p>\n<p><span style=\"font-size: small\">F. Mulas, P. Pilloni, M. Manca, L. Boratto, S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/CogInfoCom13_1.2.pdf\" target=\"_blank\">Linking Human-Computer Interaction with the Social Web: a Web Application to Improve Motivation in the Exercising Activity of Users<\/a><\/b>. In <\/span><span style=\"font-size: small\"><i>Proc. 4th IEEE International Conference on Cognitive Infocommunicaitons (CogInfoCom&#8217;13)<\/i>, 2013.<\/span><\/p>\n<p><span style=\"font-size: small\">F. Mulas, P. Pilloni, M. Manca, L. Boratto, S. Carta. <b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/FGCT2013_1.2.pdf\" target=\"_blank\">Using New Communication Technologies and Social Media Interaction to Improve the Motivation of Users to Exercise<\/a><\/b>. In <i>Proc. 2nd<\/i><\/span><big><span style=\"font-family: Verdana\"><small><span style=\"font-size: small\"><i> Int. Conf. on Future Generation Communication Technologies (FGCT 2013)<\/i>, 2013.<\/span><br \/>\n<\/small><\/span><\/big><\/p>\n<p><span style=\"font-size: small\">L. Boratto, S. Carta, M. Manca, F. Mulas, P. Pilloni, G.M. Pinna, and E. Vargiu. <b><a href=\"http:\/\/www.academicpub.org\/ijed\/paperInfo.aspx?PaperID=13985\" rel=\"nofollow\">A Clustering Approach for Tag Recommendation in Social Environments<\/a><\/b>. <i>International Journal of E-Business Development, 3(3)<\/i>, <\/span><span style=\"font-size: small\">2013.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4>2012<\/h4>\n<p>F. Mulas, S. Carta, P. Pilloni, and L. Boratto. <strong><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/finalEverywhere-Run.pdf\" target=\"_blank\">Everywhere run: a virtual personal trainer for supporting people in their running activity<\/a><\/strong>. <em>International Journal of Advanced Computer Science<\/em>, vol. 3, no. 2, pp. 75\u201379, February 2013.<\/p>\n<p>&nbsp;<\/p>\n<h4>2010<\/h4>\n<p><span style=\"font-size: small\">L. Boratto and S. Carta.<\/span> <a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/soa_group_draft.pdf\" target=\"_blank\"><span style=\"font-size: small\"><b>State-of-the-Art in Group Recommendation and New Approaches for Automatic Identification of Groups<\/b><\/span><\/a>. In <span style=\"font-family: Georgia,serif;font-size: small\"><i>Information Retrieval and Mining in Distributed Environments. Studies for Computational Intelligenc<span style=\"color: #000000\">e<\/span><\/i>,<\/span><span style=\"font-size: small\"> S<\/span><span style=\"font-size: small\">pringer Verlag,\u00a0<\/span><span style=\"font-size: small\">2010.<\/span><\/p>\n<p><span style=\"font-size: small\">L. Boratto, S. Carta, and M. Satta.<b> <\/b><a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/improving_gr_draft.pdf\" target=\"_blank\"><b>Groups Identification and Individual Recommendations in Group Recommendation Algorithms<\/b><\/a>. In<\/span><span style=\"font-family: Georgia,serif;font-size: small\"><i> Proc. Workshop on the Practical Use of Recommender Systems, Algorithms and Technologies (PRSAT),<\/i> 2010<\/span><span style=\"font-size: small\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4>2009<\/h4>\n<p><span style=\"font-size: small\">L. Boratto, S. Carta, A. Chessa, M. Agelli, M.L. Clemente. <a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/GroupRecommendation_draft.pdf\" target=\"_blank\"><b>Group recommendation with automatic identification of users communities<\/b><\/a>. In <i>Proc. IEEE\/WIC\/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT<\/i>), 2009.<\/span><\/p>\n<p><span style=\"font-size: small\">L. Boratto, S. Carta, E. Vargiu. <a href=\"http:\/\/people.unica.it\/ludovicoboratto\/files\/2014\/12\/RATC-EC-WEB-draft.pdf\" target=\"_blank\"><b>RATC. A Robust Automated Tag Clustering Technique. In E-Commerce and Web Technologies<\/b><\/a>. In <i>Proc. EC-Web 09<\/i>, LNCS 5692, Springer-Verlang, 2009.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2015 &nbsp; R. Saia, L. Boratto, S. Carta. A New Perspective on Recommender Systems: a Class Path Information Model. In Proc. of the Science and Information Conference (SAI), 2015. &nbsp; M. Manca, L. Boratto, and S. Carta.\u00a0Friend Recommendation in a Social Bookmarking System: Design and Architecture Guidelines. In Intelligent Systems in Science and Information 2014, 2015. &nbsp; R. Saia, L. Boratto, S. Carta. A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising. In Proc. BigData, 2015. &nbsp; L. Boratto and S. Carta. ART: Group Recommendation Approaches for Automatically Detected Groups. In International Journal of Machine Learning and Cybernetics, <a href='https:\/\/people.unica.it\/ludovicoboratto\/publications\/' class='excerpt-more'>[&#8230;]<\/a><\/p>\n","protected":false},"author":2651,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-203","page","type-page","status-publish","hentry","post-seq-1","post-parity-odd","meta-position-corners","fix"],"publishpress_future_action":{"enabled":false,"date":"2026-05-08 06:07:02","action":"Draft","newStatus":"draft","terms":[],"taxonomy":"","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/pages\/203","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/users\/2651"}],"replies":[{"embeddable":true,"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/comments?post=203"}],"version-history":[{"count":9,"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/pages\/203\/revisions"}],"predecessor-version":[{"id":236,"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/pages\/203\/revisions\/236"}],"wp:attachment":[{"href":"https:\/\/people.unica.it\/ludovicoboratto\/wp-json\/wp\/v2\/media?parent=203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}