User Modeling and User Adapted Interaction; Recommender Systems and Context-awareness; Adaptive Focused Crawling

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1 Fabio Gasparetti Department of Engineering Citizenship Status: Italian Artificial Intelligence Laboratory Date of Birth: December 17, 1974 Roma Tre University Via della Vasca Navale 79, I Rome, Italy mobile: phone: fax: skype: gaspa74 Research Interests User Modeling and User Adapted Interaction; Recommender Systems and Context-awareness; Adaptive Focused Crawling Education Ph.D. in Computer Science, Roma Tre University, Rome Italy, Title of Dissertation: Adaptive Web Search: User Modeling based on Associative Memory and Multi-Agent Focused Crawling Laurea degree in Computer Science, Roma Tre University, Rome Italy, 2001 Work Experience Assistant Professor, AI Lab, Roma Tre University, Rome Italy, 02/ present Postdoctoral fellow, AI Lab, Roma Tre University, Rome Italy, Professional Activities Local arrangements co-chair of the 21st Conference on User Modeling, Adaptation and Personalization UMAP 2013, Rome, Italy, June 10-14, 2013 Program Committee Member: 14th International Conference on Electronic Commerce and Web Technologies - EC-Web 2012 Prague, Czech Republic. August 26-30, 2013 Doctoral Consortium Program Committee Member: The 21st Conference on User Modeling, Adaptation and Personalization - UMAP 2013, Rome, Italy, June 10-14, Reviewer: ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2012 Member of the Editorial Board: International Journal on Advances in Intelligent Systems, since 2012 Program Committee Member: HT 2012: ACM Conference on Hypertext and Social Media, Monday, June 25, Thursday, June 28, 2012 Milwaukee, Wisconsin, U.S.A., 2012 Program Committee Member: 13th International Conference on Electronic Commerce and Web Technologies - EC-Web 2012 Vienna (Austria) September 3-7, 2012 External Reviewer: International Journal Information Processing Management, 2011

2 Reviewer: International Journal User Modeling and User-Adapted Interaction (UMUAI) (ISSN ) Special Issue Data Mining for Personalized Educational Systems Guest Editor: Cristóbal Romero and Sebastián Ventura, 2010 Reviewer: International Journal Future Internet Special Issue Information Behavior Guest Editor: Amanda H. Spink, 2010 External Reviewer: 18th International Conference on User Modeling, Adaptation, and Personalization UMAP, Big Island, Hawaii, USA, June 2010 Reviewer: International Journal Connection Science Guest Editor: Amanda J.C. Sharkey, 2009 External Reviewer: 17th International Conference on User Modeling, Adaptation, and Personalization UMAP, Trento, Italy, June 2009 Program Committee Member: International Conference on Autonomic and Autonomous Systems - from 2009 Program Committee Member: Knowledge-based User Interface KUI - The 4th International Conference on Autonomic and Autonomous Systems ICAS 2008, March Gosier, Guadeloupe, 2008 Professional Research Experience 2006: Technical Project Lead of Univ. Roma Tre unit in the National funded project KEEN Knowledge-based Extended ENterprise (topics: Personalized Search) 2004 May-December: Intern at User Interface Research lab at Palo Alto Research Center (PARC), Palo Alto, CA, USA. Host: Ed H. Chi, Peter Pirolli (topics: Focused Crawling and Web Personalization) : Consultant in National funded project on Web Technology (COFIN) (topics: User Modeling and Focused Crawling) : Consultant in EC funded project: Diogene EC-FP5 IST (topics: User Modeling, e-learning) 2001: Consultant in EC funded project: M-Learning EC-FP5 IST (topics: User Modeling, e-learning) 2001: Consultant in National funded project: M&S SW: Methods and Tools for the Production of Software, Training and Application (topics: Information Filtering and User Modeling) 2001: Consultant in National funded project: Studio, sviluppo e sperimentazione di soluzioni basate su Agenti Intelligenti per portali e Repository Informatici su tematiche di area umanistica (topics: Information Filtering and User Modeling) 2000: Consultant in the Web Usability study of the Italian Civil Service Web sites.

3 Publications Refereed Journal Articles [1] C. Biancalana, F. Gasparetti, A. Micarelli, G. Sansonetti. Social Semantic Query Expansion, ACM Transactions on Intelligent Systems and Technology (TIST). To be published. [2] C. Biancalana, F. Gasparetti, A. Micarelli, G. Sansonetti. An Approach to Social Recommendation for Context-Aware Mobile Services, ACM Transactions on Intelligent Systems and Technology (TIST), 4(1). ACM, 2013 [3] F. Gasparetti, A. Micarelli, F. Sciarrone. A Web-based Training System for Business Letter Writing. Knowledge-Based Systems, 22(4), pp , Elsevier B.V., 2009 [4] A. Micarelli, F. Sciarrone, F. Gasparetti. A Case-Based Approach to Adaptive Hypermedia Navigation. International Journal of Web-Based Learning and Teaching Technologies (IJWLTT), 4(1):35-53, 2009 [5] F. Gasparetti, A. Micarelli, G. Sansonetti. Towards Cognitive Modeling of User Needs in Web Browsing Activities. Cognitive Systems, 7(7-2): , 2009 [6] F. Gasparetti, A. Micarelli. Personalized Search based on a Memory Retrieval Theory. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 21(2): , World Scientific Publishing, 2007 Refereed Book Contributions [1] A. Micarelli, F. Sciarrone, F. Gasparetti. A Case-Based Approach to Adaptive Hypermedia Navigation. In Ng, E.M.W., Karacapilidis, N., Raisinghani, M. (eds.): Dynamic Advancements in Teaching and Learning Based Technologies: New Concepts, pp.46-65, IGI Global, 2011 [2] F. Gasparetti, A. Micarelli. A Deep Evaluation of Two Cognitive User Models for Personalized Search. To appear on Series in Machine Perception and Artificial Intelligence, World Scientific Publishing Co., 2008 [3] A. Micarelli, F. Gasparetti. Adaptive Focused Crawling. In Brusilovsky, P., Kobsa, A., Nejdl, W., eds.: The Adaptive Web: Methods and Strategies of Web Personalization. Volume 4321 of Lecture Notes in Computer Science. Springer-Verlag, Berlin Heidelberg New York, pp , 2007 [4] A. Micarelli, F. Gasparetti, F. Sciarrone, S. Gauch. Personalized Search on the World Wide Web. In Brusilovsky, P., Kobsa, A., Nejdl, W., eds.: The Adaptive Web: Methods and Strategies of Web Personalization. Volume 4321 of Lecture Notes in Computer Science. Springer- Verlag, Berlin Heidelberg New York, pp , 2007 [5] A. Micarelli, F. Gasparetti., C. Biancalana. Intelligent Search on the Internet. In O. Stock, M. Schaerf eds., Reasoning, Action and Interaction in AI Theories and Systems, LNAI Festschrift Volume 4155 of the Lecture Notes in Computer Science series, Springer, Berlin, pp , 2006 [6] N. Capuano, M. Gaeta, F. Gasparetti, A. Micarelli. HOLMES: A Prototype for the Targeted Research of Information about Hi-Tech Companies. In: Abraham et al. (eds.): Computational Intelligence and Applications, Dynamic Publishers, ISBN: X, pp , Refereed Conference Papers [1] D. Feltoni Gurini, F. Gasparetti. TREC Microblog 2012 Track: Real-Time Algorithm for Microblog Ranking Systems. In Proc. of The 21st Text REtrieval Conference, TREC 2012,

4 Gaithersburg, Maryland, November 6-9, National Institute of Standards and Technology (NIST) 2012 [2] C. Biancalana, F. Gasparetti, A. Micarelli, A. Miola, G. Sansonetti. Enhancing Query Expansion through Folksonomies and Semantic Classes. In Proc. of the 2012 International Conference on and 2012 International Conference on Social Computing (SocialCom), Amsterdam, The Netherlands, September 3-5, pp , 2012 [3] C. Biancalana, F. Gasparetti, A. Micarelli, A. Miola, G. Sansonetti. Wavelet-based Music Recommendation, In Proc. of the 8th International Conference on Web Information Systems and Technologies (WEBIST 2012). Karl-Heinz Krempels, José Cordeiro (Eds.). Porto, Portugal, April, SciTePress 2012 [4] C. Biancalana, A. Flamini, F. Gasparetti, A. Micarelli, S. Millevolte, G. Sansonetti. Enhancing traditional local search recommendations with context-awareness. In Proc. of User Modeling, Adaptation, and Personalization, 18th International Conference, UMAP Lecture Notes in Computer Science, Volume 6787/2011, pp , Springer, 2011 [5] C. Biancalana, F. Gasparetti, A. Micarelli. Personalization in Virtual Enterprise. In Proc. of the 5th Web Information Systems and Technologies WEBIST 2009, Lisbona, Portugal, March, 2009 [6] A. Micarelli, F. Gasparetti: Exploiting Web Browsing Histories to Identify User Needs, In Proc. of the 12th international conference on Intelligent user interfaces IUI 2007, Hawaii, January 28-31, pp , 2007 [7] F. Gasparetti, A. Micarelli. Swarm Intelligence: Agents for Adaptive Web Search. In Proc. 16th European Conference on Artificial Intelligence ECAI 2004, Valencia, Spain, August 23-27, 2004 [8] F. Gasparetti, M.Gaeta, A.Micarelli. Finding Information on the Web: Enhancing Traditional Methodologies. In Proc. Int. Conference on Politics and Information Systems: Technologies and Applications PISTA 2004, Orlando, Florida, U.S.A., July 21-25, 2004 Workshop Papers [1] G. Arru, D. Feltoni Gurini, F. Gasparetti, A. Micarelli, G. Sansonetti. Signal-Based User Recommendation on Twitter. Proc. 4th International Workshop on Social Recommender Systems (SRS 2013), Rio de Janeiro, Brazil, May 14, [2] C. Biancalana, F. Gasparetti, A. Micarelli, A. Miola, G. Sansonetti. Context-aware Movie Recommendation based on Signal Processing and Machine Learning, Proceedings of the Workshop on Context-Aware Movie Recommendation (CAMRa 2011), pp.5-10, October 23-27, [2] A. Di Napoli, F. Gasparetti, G. Sasonetti, A. Micarelli. A Step toward Personalized Social Geotagging. In Proc. of IUI 2010 Workshop on Social Recommender Systems, Hong Kong, China, 7-10 February, 2010 [3] F. Gasparetti, A. Micarelli. User Profile Generation Based on a Memory Retrieval Theory. In Proc. 1st International Workshop on Web Personalization, Recommender Systems and Intelligent User Interfaces (WPRSIUI'05), Reading, UK 3-7 October, 2005 [4] F. Gasparetti, A. Micarelli. Adaptive Web Search Based on a Colony of Cooperative Distributed Agents. In Proc. 7th International Workshop CIA, Helsinki, Finland, August 27-29, Also in M.Klusch, S.Ossowski, A.Omicini, A. editors, Cooperative Information Agents, Springer-Verlag, ISBN: , pp , 2003

5 Page 5 of 5 Patents Issued [EU April 28, 2006] & [USPA August 9, 2005] Ed H. Chi, Fabio Gasparetti. Systems and methods for personalized search. Teaching Experience Teacher [1] Fondamenti Informatici (Introduction to Computer Science and Programming course) (Roma Tre University) 2010/11 [2] Information Filtering & User Modeling course, Post-graduate degree (Italian Master) Chief Knowledge Officer - CKO (Italdata Avellino, Italy) Teaching Assistant [1] Fondamenti Informatici (Introduction to Computer Science and Programming) course (Roma Tre University) 2009/10, 2011/12, 2012/13 [2] Sistemi Intelligenti per Internet (Intelligent Systems on Internet) course (Roma Tre University) 2009/10 to 2012/13 [3] Artificial Intelligence course (Roma Tre University) 2005/06 to 2012/13, 2003/04, 2004/05 [4] Calcolatori Elettronici (Computer Architecture and Organization) course (Roma Tre University) 2001/2 to 2006/7

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