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Publications List - Francesco Ricci |
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Publications List - Francesco Ricci |
Edited Books and Journals
Law, Rob; Fuchs, Matthias; Ricci, Francesco (Eds.) Information and Communication Technologies in Tourism 2011, Proceedings of the International Conference in Innsbruck, Austria, January 26-28, 2011. 1st Edition., 2011, XVI, 610 p. 129 illus., Softcover, ISBN: 978-3-7091-0502-3
Ricci, F.; Rokach, L.; Shapira, B.; Kantor, P.B. (Eds.), Recommender Systems Handbook. 1st Edition, Springer, 2011, 845 p. 20 illus., Hardcover, ISBN: 978-0-387-85819-7
Pearl Pu, Derek Bridge, Bamshad Mobasher and Francesco Ricci, Proceedings of the 2008 ACM conference on Recommender systems, Lausanne, Switzerland, ACM. http://portal.acm.org/citation.cfm?id=1454008
F.Ricci and H.Werthner, Special Issue of International Journal of Electronic Commerce, on Recommender Systems, 11(2), 2006. http://www.gvsu.edu/business/ijec/
H. Munoz-Avila and F. Ricci. Case-Based Reasoning Research and Development. 6th International Conference on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, Proceedings. Series: Lecture Notes in Computer Science. Subseries: Lecture Notes in Artificial Intelligence, Vol. 3620. 2005, XV, 654 p., ISBN: 3-540-28174-6
F. Ricci e J. Delgado (eds). special issues of Information Technology and Tourism, on Travel Recommender Systems, Volume 6, Number 3, 2004. Pages 155-227. Cognizant Communication Corporation.
F. Ricci and B. Smyth (editors). Recommendation and Personalization in eCommerce, RPEC'02, Proceedings of the Workshop at AH2002, University of Malaga Press, 2002. ISBN 699-8196-7.
F. Ricci (editor). User Modelling and Decision Making in Travel and Tourism Emergent Systems, in Proceedings of the eCTRL Workshop, Trento, Italy, April 11-12, 2002.
Journal Publications
Gedas Adomavicius, Bamshad Mobasher, Francesco Ricci, Alexander Tuzhilin. Context-Aware Recommender Systems. AI Magazine. 32(3): 67-80. 2011. (pdf)
Linas Baltrunas, Bernd Ludwig, Stefan Peer, and Francesco Ricci. Context relevance assessment and exploitation in mobile recommender systems. Personal and Ubiquitous Computing. 2011 (pdf)
Walid Trabelsi, Nic Wilson, Derek Bridge, Francesco Ricci. Preference Dominance Reasoning for Conversational Recommender Systems: A Comparison Between a Comparative Preferences and a Sum of Weights Approach. International Journal on Artificial Intelligence Tools. 20(4):591-616. 2011. (pdf)
F. Ricci. Mobile Recommender Systems. International Journal of Information Technology and Tourism. 12(3):205-231, 2011. (pdf)
Fabiana Lorenzi, Ana L.C. Bazzan, Mara Abel, Francesco Ricci. Improving recommendations through an assumption-based multiagent approach: An application in the tourism domain. Expert Systems with Applications. 38: 14703–14714, 2011. (pdf)
Markus Zanker, Francesco Ricci, Dietmar Jannach, Loren G. Terveen. Measuring the impact of personalization and recommendation on user behaviour. Int. J. Hum.-Comput. Stud. 68(8): 469-471, 2010.
Fabiana Lorenzi, Gabriel Baldo, Rafael Costa, Mara Abel, Ana Bazzan, and Francesco Ricci. A Trust Model for Multiagent Recommendations. Journal of Emerging Technologies in Web Intelligence. 2(4):310-318, 2010. ( pdf)
Tariq Mahmood, Francesco Ricci, and Adriano Venturini. Improving Recommendation Effectiveness by Adapting the Dialogue Strategy in Online Travel Planning. International Journal of Information Technology and Tourism, 11 (4):285-302, 2010. (pdf) BEST PAPER of vol. 11 award
Shlomo Berkovsky, Tsvi Kuflik, and Francesco Ricci. P2P case
storage and retrieval with an unspecified
ontology. Artificial Intelligence Review, vol. 28 (3), pp. 227-255, 2007.
Shlomo Berkovsky, Tsvi Kuflik, and Francesco Ricci. Cross-representation mediation of user models. User Modeling and User-Adapted Interaction, 19(1-2):35-63, 2009. ( pdf)
Shlomo Berkovsky, Tsvi Kuflik, and Francesco Ricci. Mediation of user models for enhanced personalization in recommender systems. User Modeling and User-Adapted Interaction, 18(3): 245-286, 2008. ( pdf)
N. Mirzadeh and F. Ricci. Cooperative query rewriting for decision making support and recommender systems. Applied Artificial Intelligence, Volume 21, 1-38, 2007.(pdf)
F.Ricci and Q.N. Nguyen, Preferences Acquisition and Revision in a Critique-Based Mobile Recommender System. IEEE Intelligent Systems, 22(3), 22-29, 2007. (pdf)
F.Ricci and H.Werthner. Recommender Systems. International Journal of Electronic Commerce, 11(2), 5-9, 2006.
H. Munoz-Avila, F. Ricci and R. Burke, The sixth international conference on case-based-reasoning (ICCBR05), AI Magazine, Volume 27, Number 1, pages 101-102, 2006.
F. Ricci and Q. N. Nguyen, Critique-Based Mobile Recommender Systems. ÖGAI Journal, Volume 24, Number 4, ÖGAI Press, 2005.(pdf)
H. Werthner and F. Ricci. Electronic commerce and tourism. Communication of the ACM, Volume 47, Number 12, 101-105, December 2004, ACM press. (pdf)
F. Ricci. Travel Recommender Systems. IEEE Intelligent Systems, November/December, pages 55-57, 2002. (pdf)
F. Ricci and H. Werthner. Case base querying for travel planning recommendation. Information Technology and Tourism, 3(3/4), 215-226, 2002. (pdf)
P. Avesani, A. Perini and F. Ricci. Interactive case-based planning for forest fire management. Applied Intelligence 13(1), 41-57, 2000.
F. Ricci and P. Avesani. Data Compression and Local Metrics for Nearest Neighbor Classification. IEEE Trans. on Pattern Analysis and Machine Intelligence, April 1999.
F. Ricci, P. Avesani and A. Perini. Cases on Fire: Applying CBR to Emergency. New Review of Applied Expert Systems, 5, 175-190, 1999.
F. Ricci and P. Avesani. Apprendimento di metriche di similarita' locali ed applicazione alla gestione degli incendi boschivi. Bollettino dell'AI*IA, 9(3), 21-25, 1996.
F. Ricci. Constraint reasoning with learning automata. International Journal of Intelligent Systems, 9, 1059-1082, 1994.
A. Gerevini, A. Perini, F. Ricci, D, Forti, C. Ioriatti, L. Mattedi, and A. Monetti. POMI: An expert system for integrated pest management of apple Oorchards. AI Applications, 6(3), 51-62, 1992.
F. Ricci. Constraint networks. Note di Software, (47), 3-14,1990.
F. Ricci. Ragionamento guidato da vincoli. Bollettino AIIA, 3(4), 53-59, 1990.
F. Ricci. Vector bundle valued forms and the laplace-beltrami operator. Rendiconti Sem. Mat. Univ. Padova, 1986.
Papers in Books
F. Ricci, L. Rokach, B. Shapira: Introduction to Recommender Systems Handbook. In Ricci, F.; Rokach, L.; Shapira, B.; Kantor, P.B. (Eds.), Recommender Systems Handbook. Pages 1-35, 2011. (pdf)
L. Baltrunas and F. Ricci. Item Weighting Techniques for Collaborative Filtering. in Knowledge Discovery Enhanced with Semantic and Social Information. Pages 109-126. Springer. 2009. (pdf)
Ricci, F., Nguyen, Q. N., and Averianova, O. Exploiting a map-based interface in conversational recommender systems for mobile travelers. In Sharda, N., editor, Tourism Informatics: Visual Travel Recommender Systems, Social Communities, and User Interface Design. Information Science Reference. 2009 (pdf)
F. Ricci and A. Venturini. eCTRL Solutions: Trip@dvice Technology. In eTourism case studies:: management and marketing issues in eTourism (ETourism Case Studies). Roman Egger (Editor), Dimitrios Buhalis (Editor). Butterworth-Heinemann, 2008. ISBN-13: 978-0750686679 (pdf)
F. Lorenzi and F. Ricci, Case-Based Recommender Systems: a Unifying View. in Bamshad Mobasher and Sarabjot Anand (eds.), Intelligent Techniques for Web Personalization, Pages 89-113, Springer Verlag, 2005. (pdf)
F. Ricci, D. Cavada, N. Mirzadeh, A. Venturini. Case-Based Travel Recommendations. In D. R. Fesenmaier, H. Werthner and K. Wöber (editors), Travel Destination Recommendation Systems: Behavioral Foundations and Applications. CAB Publishing, 2006. (pdf)
F. Ricci, D. R. Fesenmaier, N. Mirzadeh, H. Rumetshofer, E. Schaumlechner, A. Venturini, K. Wöber and A. Zins. DIETORECS: a Case-Based Travel Advisory System. In D. R. Fesenmaier, H. Werthner and K. Wöber (editors), Travel Destination Recommendation Systems: Behavioral Foundations and Applications, pages 227-239. CABI Publishing, 2006. (pdf)
F. Ricci and Q. Nhat Nguyen. Mobyrek: A conversational recommender system for on-the-move travelers. In D. R. Fesenmaier, H. Werthner, and K. W. Wober, editors, Destination Recommendation Systems: Behavioural Foundations and Applications, pages 281-294. CABI Publishig, 2006.( pdf)
F. Lorenzi and F. Ricci. Case-Based Recommender Systems, in J.Wang (ed.), The Encyclopedia of Data Warehousing and Mining, Idea Group Publishing, Pages 124-128, 2005.
Ricci, F. and Del Missier, F. Supporting Travel Decision Making through Personalized Recommendation. In Clare-Marie Karat, Jan Blom, and John Karat (eds.), Designing Personalized User Experiences for eCommerce. 2004. 221-251. Kluwer Academic Publisher. (pdf)
C. Danzinger, F. Ricci and H. Werthner. e-Commerce e turismo: quali prospettive?. In H. Pechlaner and M. Manente (editors), "Manuale del Turismo Montano", Touring Club Italiano, Milano, 2002. (pdf)
A. Perini and F. Ricci. An interactive planning architecture. In "New Directions in AI Planning", IOS Press 1996.
C. Nubola, F. Ricci, and A. Turchini. Visite pastorali e computer: un bilancio e un progetto. In C. Nubola and A. Turchini, editors, Visite pastorali ed elaborazione dei dati. Esperienze e metodi, 433-448. Il Mulino, Bologna, Italy, 1993.
Conference Publications
2011
Linas Baltrunas, Marius Kaminskas, Bernd Ludwig, Omar Moling,
Francesco Ricci, Aykan Aydin, Karl-Heinz Lueke, and Roland Schwaiger.
InCarMusic: Context-Aware Music Recommendations in a Car. 12th
International Conference on Electronic Commerce and Web Technologies -
EC-Web 201. Toulouse, France. August 29 - September 2, 2011: 89-100. [.pdf]
Mehdi
Elahi, Valdemaras Repsys, and Francesco Ricci. Rating Elicitation
Strategies for Collaborative Filtering. 12th International Conference
on Electronic Commerce and Web
Technologies - EC-Web 201. Toulouse, France. August 29 - September 2,
2011: 160-171. [.pdf]
Mehdi Elahi, Francesco Ricci, Valdemaras Repsys. System-Wide
Effectiveness of Active Learning in Collaborative Filtering.
International Workshop on Social Web Mining. Co-located with IJCAI, 18
July 2011, Barcelona, Spain. [.pdf]
Linas Baltrunas, Bernd Ludwig, Stefan Peer, and Francesco Ricci.
Context-Aware Places of Interest Recommendations and Explanations. 1st
Workshop on Decision Making and Recommendation Acceptance Issues in
Recommender Systems (DEMRA 2011). In conjunction with UMAP 2011.
Girona, Spain, 11 July 2011. [.pdf]
Floriano Zini and Francesco Ricci. Guiding Patients in the
Hospital. 2nd International Workshop on User Modeling and Adaptation
for Daily Routines (UMADR).In conjunction with UMAP 2011. Girona, Spain, 11 July 2011. [.pdf]
Marius Kaminskas and Francesco Ricci. Location-Adapted Music
Recommendation Using Tags. 19th International Conference on User
Modeling, Adaptation and Personalization. Girona, Spain, 11-15 July,
2011: 183-194. [.pdf]
Linas Baltrunas, Bernd Ludwig, Stefan Peer, Francesco Ricci: Context-Aware Places of Interest Recommendations for Mobile Users. 14th International Conference on Human-Computer Interaction. Hilton Orlando Bonnet Creek, Orlando, Florida, USA, 9 -14 July 2011: 531-540 . [.pdf]
Patrick Lamber, Bernd Ludwig, Francesco Ricci, Floriano Zini, and Manfred Mitterer. Message-Based Patient Guidance in Day-Hospital. 12th IEEE International Conference on Mobile Data Management. 6-9 June, 2011, Luleå, Sweden: 162-167. [.pdf]
Linas Baltrunas, Bernd Ludwig, Francesco Ricci: Context relevance assessment for recommender systems. Intellingent User Interfaces. Palo Alto, CA, 13-16 February 2011: 287-290. [.pdf]
2010
Walid Trabelsi, Nic Wilson, Derek Bridge, and Francesco Ricci. Comparing Approaches to Preference Dominance for Conversational Recommenders. In Proceeedings of the 22th International Conference on Tools with Artificial Intelligence. Arras, France, October 27-29, 2010: 113-120. [.pdf] BEST PAPER AWARD
Walid Trabelsi, Nic Wilson, Derek Bridge and Francesco Ricci: Preference Dominance Approaches for Conversational Recommender Systems, in Ulrich Junker, Jérôme Lang and Patrice Perny (eds.), Procs. of the 5th Multidisciplinary Workshop on Advances in Preference Handling (Workshop Programme of the Nineteenth European Conference on Artificial Intelligence), pp.67-72, 2010. [.pdf]
Linas Baltrunas, Tadas Makcinskas, and Francesco Ricci, Group Recommendations with Rank Aggregation and Collaborative Filtering. In Proceedings of the Fourth ACM Conference on Recommender Systems. Barcelona, Spain, September 26 - 30, 2010: 119-126. [.pdf]
Linas Baltrunas, Marius Kaminskas, Francesco Ricci, Lior Rokach, Bracha Shapira, Karl/Heinz Luke. Best Usage Context Prediction for Music Tracks. In Proceedings of the 2nd Workshop on Context Aware Recommender Systems. September 26, 2010, Barcelona, Spain. [.pdf]
Fabiana Lorenzi, Francesco Ricci, Mara Abel, and Ana L. C. Bazzan, Assumption-Based Reasoning for Multiagent Case-Based Recommender Systems. FLAIRS Conference 2010. AAAI Press. [.pdf ]
Alexander Felfernig, Monika Schubert and Monika Mandl, Francesco Ricci, Walid Maalej, Recommendation and Decision Technologies For Requirements Engineering. Second International Workshop on Recommendation Systems for Software Engineering, RSSE 2010, May 4, 2010. Co-located with ICSE 2010, Cape Town International Convention Centre (CTICC), Cape Town, South Africa. [.pdf]
Linas Baltrunas, Francesco Ricci, Context-Dependent Recommendations with Items Splitting. IIR 2010, Italian Information Retrieval Workshop, Proceedings of the First Italian Information Retrieval Workshop, pages 71-75, Padua, Italy, January 27-28, 2010. [.pdf ]
Sabine Schneider, Francesco Ricci, AdrianoVenturini, and Elena Not (2010). Usability Guidelines for WAP-based Travel Planning Tools. In Information and Communication Technologies in Tourism 2010, pages 125-136, Springer, Wien Ney York. [ .pdf ]
2009
Baltrunas, L. and Ricci, F. 2009. Context-based splitting of item ratings in collaborative filtering. In Proceedings of the Third ACM Conference on Recommender Systems. New York, New York, USA, October 23 - 25, 2009: 245-248 [.pdf]
Baltrunas, L. and Ricci, F. (2009). Context-Dependent Items Generation in Collaborative Filtering. In Adomavicius, G., Ricci, F., editors, Proceedings of the 2009 Workshop on Context-Aware Recommender Systems, October 22-25, New York, USA.[ .pdf]
Kaminskas, M. and Ricci, F. (2009). Matching points of
interest with music. In Orio, N., Rauber, A., and Rizo, D.,
editors, Workshop on Exploring Musical Information Spaces 2009, in
conjunction with the 13th European
Conference on Digital Libraries (ECDL 2009), pages 68-73, October 1-2,
2009, Corfu, Grecia. ISBN: 978 - 84 - 692 - 6082 - 1 [.pdf]
Lamber, P., Girardello, A., Ricci, F., and Mitterer, M. (2009). Mobiday: a personalized context-aware mobile service for day hospital workflow support. In Grasso, F. and Paris, C., editors, Proceedings of the AIME09 International Workshop on: Personalization for e-Health, pages 15--19, July19, 2009. Verona, Italy. [ .pdf]
Tariq Mahmood and Francesco Ricci (2009). Improving recommender systems with adaptive conversational strategies. In Proceedings of the 20th ACM Conference on Hypertext and Hypermedia. Torino, Italy, June 29 - July 01, 2009: 73-82. [.pdf]
Marius Kaminskas, Francesco Ricci (2009). Augmenting Points of Interest Recommendations with Music. SIAM SDM Workshop on Multimedia Data Mining, in conjunction with SIAM Data Mining Conference (SDM 2009), April 30 - May 2, 2009. John Ascuaga's Nugget-Sparks, Nevada. [.pdf]
Tariq Mahmood, Francesco Ricci, and Adriano Venturini (2009). Learning Adaptive Recommendation Strategies for Online Travel Planning. In Information and Communication Technologies in Tourism 2009, Pages: 149-160, Springer, Wien Ney York. Best paper award [ .pdf ]
Gytis Tumas, and Francesco Ricci (2009). Personalized Mobile City Transport Advisory System. In Information and Communication Technologies in Tourism 2009, Pages: 173-184, Springer, Wien Ney York. [ .pdf ]
2008
Olga Averjanova, Francesco Ricci, and Quang Nhat Nguyen (2008). Map-based Interaction with a Conversational Mobile Recommender System, The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, UBICOMM 2008, September 29 - October 4, Valencia, Spain. Page(s): 212 - 218 [.pdf ]
Q. Nhat Nguyen and F. Ricci. 2008. Conversational Case-Based Recommendations Exploiting a Structured Case Model. In Advances in Case-Based Reasoning, 9th European Conference,ECCBR 2008, Trier, Germany, September 1-4, 2008. pages 400-414. [ .pdf ]
Mahmood, T. and Ricci, F. 2008. Adapting the interaction state model in conversational recommender systems. In Proceedings of the 10th international Conference on Electronic Commerce (Innsbruck, Austria, August 19 - 22, 2008). ICEC '08, vol. 342. ACM, New York, NY, 1-10. DOI= http://doi.acm.org/10.1145/1409540.1409584 [ .pdf ]
Linas Baltrunas and Francesco Ricci, Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations, in Proceedings of Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2008), pages 22-31. DOI - 10.1007/978-3-540-70987-9_5 [ . pdf ]
Lorenzi, F., Correa, F. A.C., Bazzan, A. L.C., Abel, M., and Ricci, F. (2008). A multiagent recommender system with task agent specialization. The Tenth International Workshop on Agent Mediated Electronic Commerce (AMEC 2008) - in conjuction with AAMAS-2008 (the Seventh International Joint Conference on Autonomous Agents and Multiagent Systems,May 13, 2008. Estoril, Portugal. [ . pdf ]
T. Mahmood, F. Ricci, A. Venturini, and W. Höpken. Adaptive Recommender Systems for Travel Planning. In Information and Communication Technologies in Tourism 2008, pages 1-11, proceedings of ENTER 2008 International Conference, Innsbruck, Springer, Wien Ney York. [ .pdf ]
Q. Nhat Nguyen and F. Ricci. Long-Term and Session-Specific User Preferences in a Mobile Recommender System, ACM International Conference on Intelligent User Interfaces 2008 - IUI2008, Maspalomas, Gran Canaria, Spain, January 13-16, 2008: 381-384. [ .pdf ]
2007
Q. Nhat Nguyen and F. Ricci. Replaying live-user interactions in the off-line evaluation of critique-based mobile recommendations. In ACM Recommender Systems 2007, pages 81-88, October 19-20, 2007, Minneapolis, Minnesota, USA, 2007. ACM. [ .pdf ]
D. Bridge and F. Ricci. Supporting product selection with query editing recommendations. In ACM Recommender Systems 2007, pages 65-72, October 19-20, 2007, Minneapolis, Minnesota, USA, 2007. ACM. [.pdf ]
S. Berkovsky, T. Kuflik, and F. Ricci. Enhancing privacy and preserving accuracy of a distributed collaborative filtering. In ACM Recommender Systems 2007, pages 9-16, October 19-20, 2007, Minneapolis, Minnesota, USA, 2007. ACM. [.pdf ]
S. Berkovsky, T. Kuflik, and F. Ricci. Distributed collaborative filtering with domain specialization. In ACM Recommender Systems 2007, pages 33-40, October 19-20, 2007, Minneapolis, Minnesota, USA, 2007. ACM. [.pdf]
T. Mahmood and F. Ricci. Towards Learning User-Adaptive State Models in a Conversational Recommender System. In Proceedings of 15th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS07), Halle, Germany, 24.-26.9.2007. [.pdf]
Baltrunas, L. and Ricci, F. (2007). Dynamic item weighting and selection for collaborative filtering. In Berendt, B., Mladenic, D., Semeraro, G., , Spiliopoulou, M., and Stumme, G., editors, Web Mining 2.0, International Workshop Located at the ECML/PKDD 200, September 21, 2007 - Warsaw, Poland. [ .pdf ]
F. Ricci and T. Mahmood. Learning and adaptivity in interactive recommender systems. In Proceedings of the Ninth International Conference on Electronic Commerce, University of Minnesota, Minneapolis, MN, US, August 19-22 2007: 75-84. [ .pdf ]
Shlomo Berkovsky, Tsvi Kuflik, and Francesco Ricci. Cross-domain mediation in collaborative filtering. In Cristina Conati, Kathleen McCoy, and Georgios Paliouras, editors, User Modeling 2007, 11th International Conference, UM 2007, Corfu, Greece, June 25-29, 2007, Proceedings, pages 355-359. Springer.( pdf)
S. Berkovsky, T. Kuflik, and F. Ricci. Providing Context-Aware Personalization through Cross-Context Reasoning of User Modeling Data. In UbiDeUM'2007 - International Workshop on Ubiquitous and Decentralized User Modeling, at User Modeling 2007, 11th International Conference, UM 2007, Corfu, Greece, June 26, 2007, Proceedings, 2007. ( pdf)
S. Berkovsky, N. Borisov, Y. Eytani, T. Kuflik, and F. Ricci. Examining users' attitude towards privacy preserving collaborative filtering. In International Workshop on Data Mining for User Modeling, at User Modeling 2007, 11th International Conference, UM 2007, Corfu, Greece, June 25, 2007, Proceedings, 2007. ( .pdf )
L. Telesca, J. Finnegan, P. Ferronato, P. Malone, F. Ricci, and K. Stanoevska-Slabeva. Open negotiation environment: An open source self-learning decentralised negotiation framework for digital ecosystems. In IEEE international Digital Ecosystems and Technologies Conference (IEEE-DEST 2007), Cairns, Australia, 21-23 February 2007.( pdf)
Hannes Werthner, Hans Robert Hansen, and Francesco Ricci. Recommender systems. In 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), page 167, 3-6 January 2007, Waikoloa, Big Island, HI, USA, 2007. IEEE Computer Society. (pdf)
2006
Shlomo Berkovsky, Lora Aroyo, Dominik Heckmann, Geert-Jan Houben, Alexander Kröner, Tsvi Kufli1, Francesco Ricci, Predicting User Experiences through Cross-Context Reasoning, Proceedings of 4th Workshop on Adaptivity and User Modeling in Interactive Systems, ABIS 06, 9-11 October, Hildesheim, Germany. (pdf)
P. Bekkerman, S. Kraus and F. Ricci, Applying cooperative negotiation methodology to group recommendation problem, ECAI Workshop on Recommender systems, Riva del Garda, August 28-29. 2006. (pdf)
Francesco Ricci and Tariq Mahmood, Learning and Adaptivity in Interactive Recommender Systems, ECAI Workshop on Recommender systems, Riva del Garda, August 28-29. 2006. (pdf)
Adriano Venturini and Francesco Ricci, Applying Trip@dvice Recommendation Technology to www.visiteurope.com, 4th Prestigious Applications of Intelligent Systems (PAIS-2006), The 17th European Conference on Artificial Intelligence, Riva del Garda, Italy / Aug 28th - Sept 1st, 2006. (pdf)
Shlomo Berkovsky , Dan Goldwasser, Tsvi Kuflik1 and Francesco Ricci, Identifying Inter-Domain Similarities through Content-Based Analysis of Hierarchical Web-Directories, The 17th European Conference on Artificial Intelligence, Riva del Garda, Italy / Aug 28th - Sept 1st, 2006. (pdf)
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci, Enhancing Privacy while Preserving Accuracy of the Collaborative Filtering, ECAI Workshop on Recommender systems, Riva del Garda, August 28-29. 2006. (pdf)
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci, Cross-Technique Mediation of User Models, in proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, Dublin, Ireland, June 2006: 21-30. (pdf) Best paper award
Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik, and Francesco Ricci. Hierarchical neighborhood topology for privacy enhanced collaborative filtering. In CHI 2006 Workshop on Privacy-Enhanced Personalization, Montreal, April 22 2006. (pdf)
F. Ricci and R. T. A. Wietsma, Product Reviews in Travel Decision Making, Information and Communication Technologies in Tourism 2006, Pages 296-307, Proceedings of the International Conference in Lausanne, Switzerland, 2006. Springer Verlag. (pdf)
S. Berkovsky, T. Kuflik and Francesco Ricci, Entertainment Personalization Mechanism Through Cross-Domain User Modeling, in Intelligent Technologies for Interactive Entertainment: First International Conference, INTETAIN 2005, pp. 215 - 219, Madonna di Campiglio, Italy, November 30 - December 2, 2005. Springer-Verlag. (pdf)
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci, "P2P Case Retrieval with an Unspecified Ontology", in Proceedings of the International Conference on Case-Based Reasoning (ICCBR), Chicago, IL, August 2005. (pdf)
Shlomo Berkovsky, Paolo Busetta, Yaniv Eytani, Tsvi Kuflik, Francesco Ricci, "Collaborative Filtering over Distributed Environment", in proceedings of the Workshop on Decentralized, Agent-Based and Social Approaches to User Modeling, in conjunction with the International Conference on User Modeling (UM), Edinburgh, UK, July 2005. (pdf)
Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik, Francesco Ricci, "Privacy-Enhanced Collaborative Filtering", in proceedings of the Workshop on Privacy-Enhanced Personalization, in conjunction with the International Conference on User Modeling (UM), Edinburgh, UK, July 2005. (pdf)
Renè T.A. Wietsma, Francesco Ricci, Product Reviews in Mobile Decision Aid Systems. Workshop on Pervasive Mobile Interaction Devices (PERMID 2005), in conjunction with Pervasive 2005. May 11th 2005, Munich, Germany. http://www.medien.ifi.lmu.de/permid2005/ (pdf)
U. Rabanser and F. Ricci. Recommender systems: Do they have a viable business model in e-tourism?, Information and Communication Technologies in Tourism 2005, Proceedings of the International Conference, Innsbruck, Austria, 26-28 January 2005. Pages 160-171. Springer Wien New York.
F. Ricci, K. Wöber, and A. Zins. Recommendations by Collaborative Browsing. Information and Communication Technologies in Tourism 2005, Proceedings of the International Conference, Innsbruck, Austria, 26-28 January 2005. Pages 172-182. Springer Wien New York.
Nguyen Q.N., Ricci F., Cavada D., User Preferences Initialization and Integration in Critique-Based Mobile Recommender Systems. In Artificial Intelligence in Mobile Systems 2004, in conjunction with UbiComp 2004, Tuesday, September 7, Nottingham, UK. Pages 71-78. 2004. Memo Nr. 84, Iniversitat des Saarlandes Press. (pdf)
Nguyen Q.N., Ricci F., Cavada D. Critique-based Recommendations for Mobile Users: GUI Design and Evaluation. In 3rd Workshop on "HCI in Mobile Guides", in conjunction with 6th International Conference on Human Computer Interaction with Mobile Devices and Services (MobileHCI 04), University of Strathclyde, Glasgow, Scotland, 13 to 16 September 2004. (pdf)
Mirzadeh N., Ricci F. and Bansal M. Supporting User Query Relaxation in a Recommender System. In E-Commerce and Web Technologies, Proceedings of the 5th International Conference on Electronic Commerce and Web Technologies [EC-Web '04], Zaragoza, Spain, 30 August - 3 September, 2004. Pages 31-40. Springer. (pdf)
Lorenzi F., Abel M., Ricci F. SISAIH: a Case-Based Reasoning Tool for Hospital Admission Authorization Management. In Proceedings of Workshop on CBR in the Health Sciences, at The Seventh European Conference on Case-Based Reasoning [ECCBR-04] Madrid, Spain, August 31, 2004. Pages 35-44. Technical Report n. 142-04, Universidad Complutense de Madrid. (pdf)
Nguyen Q.N., Cavada D., Ricci F. On-Tour Interactive Travel Recommendations. In Information and Communication Technologies in Tourism 2004, Proceedings of the International Conference, Cairo, Egypt, January 26 - 28, 2004. Pages 259-270. Springer.(pdf)
Zins A. H., Bauernfeind U., Del Missier F., Mitsche N., Ricci F., Rumetshofer H., Schaumlechner E. Prototype testing for a destination recommender system: steps, procedures and implications. In Information and Communication Technologies in Tourism 2004, Proceedings of the International Conference, Cairo, Egypt, January 26 - 28, 2004. Pages 249-258. Springer. (pdf)
Cavada D., Mirzadeh N., Ricci F., Venturini A. Interactive itinerary planning with trip@dvice. In Human-Computer Interaction, INTERACT '03, Proceedings of the Ninth IFIP TC13 International Conference, Zurich, Switzerland, September 1-5, 2003. pages 1105-1106. IOS Press. (pdf)
F. Ricci, A. Venturini, D. Cavada, N. Mirzadeh, D. Blaas and M. Nones. Product Recommendation with Interactive Query Management and Twofold Similairty. In proceedings of the 5th International Conference on Case-Based Reasoning (ICCBR 2003). Trondheim, Norway, June 23 to 26, 2003. (pdf)
Q. Nhat Nguyen, D. Cavada and F. Ricci. Trip@dvise Mobile Extension of a Case-Based Travel Recommender System. In Proceedings of the Second International Conference on Mobile Business, 23/24 June 2003, Vienna, Austria. (pdf)
D. Cavada, N. Mirzadeh, F. Ricci and A. Venturini. Interactive Itinerary Planning with Trip@dvice. In proceedings of the Ninth IFIP TC13 International Conference on Human-Computer Interaction, September 1-5, 2003 - Zürich, Switzerland. (pdf)
F. Del Missier and F. Ricci. Understanding Recommender Systems: Experimental Evaluation Challenges. In proceedings of the Workshop on Empirical Evaluation of Adaptive Systems, in conjuction with UM 2003, Pittsburg, June 22, 2003. (pdf)
F. Ricci and F. Del Missier. Personalized Product Recommendation through Interactive Query Management and Case-Based Reasoning. Presented at CHI 2003 Workshop on Designing Personalized User Experiences for eCommerce: Theory, Methods, and Research, Fort Lauderdale, 6-7 April, 2003. (pdf)
D. R. Fesenmaier, F. Ricci, E. Schaumlechner, K. Wöber, and C. Zanella. DIETORECS: Travel Advisory for Multiple Decision Styles. In Proceedings of Enter conference, Helsinki, Finland, 29th - 31st January, 2003. (pdf)
O. Fodor, M. Dell'Erba, F. Ricci, H. Werthner. Harmonise: a solution for data interoperability. In Proceedings of the 2nd IFIP Conf.on E-Commerce, E-Business and E-Government, Lisbon, Portugal, October 7-9, 2002. (pdf)
B. Arslan, F. Ricci, N. Mirzadeh, A. Venturini. A dynamic approach to feature weighting. In Proceedings of Data Mining 2002 Conference, Bologna, Italy, September 25-27, 2002. (pdf)
F. Ricci, D. Cavada, and Q. Nhat Nguyen. Integrating Travel Planning and On-Tour Support in a Case-Based Recommender System, in Workshop on Mobile Tourism Support Systems (in conjunction with Mobile HCI '02), Pisa, Italy, September 17, 2002. (pdf)
F.Ricci, N. Mirzadeh and A. Venturini. Intelligent query management in a mediator architecture. IEEE International Symposium 'Intelligent Systems', Sunny Day, Bulgaria, September 10-12, 2002. (pdf)
F. Ricci, B. Arslan, N. Mirzadeh, A. Venturini. ITR: a case-based travel advisory system. Proceeding of ECCBR, 6th European Conference on Case Based Reasoning, Aberdeen, Scotland, September 4-7, 2002. (pdf)
O. Fodor, M. Dell'Erba, F. Ricci, A. Spada, H. Werthner. Conceptual normalisation of XML data for interoperability in tourism. Proceedings of the Workshop on Knowledge Transformation for the Semantic Web, KTSW 2002, Lyon, France, July 23, 2002. (pdf)
B. Arslan and F. Ricci. Case-based session modelling in a travel advisory system. RPEC'02: Workshop on Recommendation and Personalization in eCommerce, in conjunction with Adaptive Hypermedia AH2002, Malaga, Spain, May 28th 2002. (pdf)
B. Arslan, F. Ricci, A. Venturni. Modelling Travel Recommendation Sessions in a Case-Based Reasoning Framework. In Proceedings of the eCTRL Workshop on User Modelling and Decision Making in Travel and Tourism Emergent Systems, Trento, Italy, April 11-12, 2002. (pdf)
F. Ricci, D. Blaas, N. Mirzadeh, A. Venturini and H. Werthner. Intelligent Query Management for Travel Products Selection. ENTER 2002 Conference, Innsbruck, Austria, January 22-25, 2002.(ps pdf)
A. Venturini, N. Mirzadeh, F. Ricci and H. Werthner. Support Interactive Query Refinement for a Travel Recommendation System. EuroWeb 2001 Conference, Pisa, December 18-20, 2001. (ps pdf)
F. Ricci, N. Mirzadeh, A. Venturini and H. Werthner. Case-based reasoning and legacy data reuse for web based recommendation architectures. IIWAS 2001 Conference, Linz, Austria, September 10-12, 2001.(ps pdf)
Ricci F., Werthner H. Case-based destination recommendations over an XML data repository, ENTER 2001 Conference, Montreal, Canada, April 24-27, 2001. (ps pdf)
A. Perini, F, Ricci and L. Senter. Crisis Planning in Complex Industrial Plants. Presented at AI*IA Workshop Intelligenza Artificiale per l'ambiente, Bologna, Italy, September 17, 1999.
P. Avesani, E. Blanzieri and F. Ricci. Advanced Metrics for Class-Driven Similarity Search. In Proceedings of International Workshop on Similarity Search (IWOSS'99), Florence, Italy, 1st and 2nd Sept. 1999. (ps pdf)
E. Blanzieri and F. Ricci. Probability Based Metrics for nearest Neighbor Classification and Case-Based Reasoning. In Proceedings of the third International Conference on Case-Based Reasoning, Munich, August 1999. (ps pdf)
E. Blanzieri and F. Ricci. A Minimum Risk Metric for Nearest Neighbor Classification. Probability Based Metrics for nearest Neighbor Classification. In Proceedings of the Sixteenth International Conference on Machine Learning (ICML99), June 27-30, 1999 Bled, Slovenia. (ps pdf)
F. Ricci and L. Senter. Structured cases, trees and efficient retrieval. In Proceedings of the fourth European Workshop on Case-Based reasoning, Dublin, Ireland, September 23-25, 1998. (ps pdf)
P. Avesani, A. Perini and F. Ricci, The Twofold Integration of CBR in Decision Support Systems. Proceedings AAAI98 Workshop on Case-Based Reasoning Integrations, Madison, July 27, 1998. (ps pdf)
F. Ricci and D. W. Aha. Error-Correcting Output Codes for Local Learners. In Proceedings of the 10th European Conference on Machine Learning, April 21-24 1998, Chemnitz, Germany. (ps pdf)
F. Ricci and P. Avesani. Data Compression and Local Metrics for Nearest Neighbor Classification and Case Based Reasoning. First Italian Workshop on Case-Based Reasoning, February 20-21 1998, Trento, Italy.
P. Avesani and A. Perini and F. Ricci. CBET: a case base exploration Tool. Fifth Congress of the Italian Association for Artificial Intelligence (AI*IA 97), Roma (Italy), September 16-19, 1997 (ps pdf)
A. Gerevini, A. Perini and F. Ricci. Incremental Algorithms for Managing Temporal Constraints. IEEE International Conference on Tools with Artificial Intelligence (ICTAI'96), November, 1996 (ps pdf)
Ricci F., Avesani P. Exact Learning and Data Compression with a Local Asymmetrically Weighted Metric. ICML-96 Workshop on Learning in Context-Sensitive Domains, Bari, July 3rd, 1996. (ps)
F. Ricci and P. Avesani. Learning a local similarity metric for case-based reasoning. International Conference on Case-Based Reasoning (ICCBR-95), Sesimbra, Portugal, Oct. 23-26, 1995. (ps pdf)
A. Perini and F. Ricci. An interactive planning architecture. Third European Workshop on Planning, Assisi, Italy, September 27-29, 1995. (ps pdf)
A. Perini and F. Ricci. Constraint reasoning and interactive planning. In Workshop on Constraint Languages-Systems and their use in Problem Modelling. International Logic Programming Symposium, Ithaca, New York, November 18-19 1994. (ps pdf)
F. Ricci and A. Perini. Continuous domain constraints. In International Workshop on Constraint Processing in Computer-Aided Design, Lausanne, Switzerland, 1994. (ps pdf)
A. Perini and F. Ricci. Un progetto per lo sviluppo di un sistema knowledge-based per la protezione integrata nella coltura del melo. In Proceedings of the Annual Conference of the Associazione Italiana per il Calcolo Automatico - AICA, Palermo, 21-23 September 94, 1994. (ps pdf)
A. Perini, F. Ricci, and P. Avesani. Temporal reasoning and interactive planning. In Proceedings of the Workshop on Temporal Reasoning, AI*IA, Parma, 28 September 94, 1994. (ps pdf)
P. Avesani, A. Perini, and F. Ricci. Combining CBR and constraint reasoning in planning forest fire fighting. In Proceedings of the first European workshop on Case-Based reasoning, pages 235--239, Kaiserslautern, 1993. (ps pdf)
F. Ricci, A. Perini, and P. Avesani. Planning in a complex real domain. In proceedings of the Italian planning workshop, pages 55--60, Rome, 1993. (ps pdf)
Alfonso Gerevini, A. Perini, and F. Ricci. A knowledge-based system for integrated pest management. In Twelfth International Conference Artificial Intelligence Expert Systems Natural Language, Avignon, France, 1992.
F. Ricci. Le strutture dell'artificiale. In I Sistemi Esperti per il successo d'impresa, Milano, Italy, 1991. (ps pdf)
Alfonso Gerevini, A. Perini, F. Ricci, Diego Forti, Claudio Ioriatti, Luisa Mattedi, and Ambrogio Monetti. POMI: An expert system for integrated pest management. In AAAI Workshop on AI in Natural and Agricultural Resource Management, July 1991, Anaheim, California.
F. Ricci. Equilibrium theory and constraint networks. In Constraint Directed Reasoning Workshop, AAAI-90, Boston 1990, and International Conference on Game Theory, Florence, 1991. (ps pdf)
P. Avesani, A. Perini, and F. Ricci. COOL: An object system with constraints. In Jean Bezivin, Bertrand Meyer, and Jean-Marc Nerson, editors, Technology of Object-Oriented Languages and Systems, pages 221--228, 1990. A shorter version presented at AAAI-90 workshop: Object-Oriented programming in AI. (ps)
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