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Publications List - Francesco Ricci |
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Publications List - Francesco Ricci |
Edited Books and Journals
Mouzhi Ge, Francesco Ricci: Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, Bolzano, Italy, October 22-23, 2015. CEUR Workshop Proceedings 1533, CEUR-WS.org 2015
Panagiotis Bouros, Neal Lathia, Matthias Renz, Francesco Ricci, Dimitris Sacharidis: Proceedings of the Workshop on Location-Aware Recommendations, LocalRec 2015, co-located with the 9th ACM Conference on Recommender Systems (RecSys 2015), Vienna, Austria, September 19, 2015. CEUR Workshop Proceedings 1405, CEUR-WS.org 2015
Francesco Ricci, Lior Rokach, Bracha Shapira: Recommender Systems Handbook.
Springer 2015, ISBN
978-1-4899-7636-9
Mouzhi Ge, Francesco Ricci (Eds.): Proceedings of the First International Workshop on Decision Making and Recommender Systems (DMRS2014), Bolzano, Italy, September 18-19, 2014. CEUR Workshop Proceedings 1278, CEUR-WS.org 2014
Vania Dimitrova, Tsvi Kuflik, David Chin, Francesco Ricci,
Peter Dolog, Geert-Jan Houben (Eds.): User Modeling, Adaptation, and
Personalization - 22nd International Conference, UMAP 2014,
Aalborg, Denmark, July 7-11, 2014. Proceedings. Lecture
Notes
in Computer Science 8538, Springer 2014, ISBN
978-3-319-08785-6
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen (Eds.): Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 12, 2013. CEUR Workshop Proceedings 1050, CEUR-WS.org 2013
Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn Willemsen. Decisions@Recsys 2012, Human Decision Making in Recommender Systems. Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, in conjunction with the 6th ACM Conference on Recommender Systems (RecSys 2012). Dublin, Ireland, September 9, 2012. CEUR vol-893
Bern Ludwig, Francesco Ricci, Zerrin Yumak, Nava Tintarev, Rong Hu, Pearl Pu. Joint Proceedings of the First International Workshop on Recommendation Technologies for Lifesytle Change (LIFESTYLE 2012) and the First International Workshop on Interfaces for Recommender Systems (InterfaceRS 2012). Workshops at the 6th ACM Conference on Recommender Systems, RECSYS 2012 Dublin, Ireland, September 13, 2012. CEUR vol-891
Fuchs, Matthias; Ricci, Francesco; Cantoni, Lorenzo (Eds.) Information and Communication Technologies in Tourism 2012, Proceedings of the International Conference in Helsingborg, Sweden, January 24-27, 2012, XIV, 530 p. 87 illus. Softcover, ISBN 978-3-7091-1141-3
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
Naieme Hazrati, Francesco Ricci: Recommender systems effect on the evolution of users' choices distribution. Inf. Process. Manag. 59(1): 102766 (2022) (.pdf)
Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci, Sarit Kraus: Supporting users in finding successful matches in reciprocal recommender systems. User Model. User Adapt. Interact. 31(3): 541-589 (2021) (.pdf)
Thuy Ngoc Nguyen, Francesco Ricci, Amra Delic, Derek G.
Bridge: Conflict resolution in group decision making:
insights from a simulation study. User Model. User
Adapt. Interact. 29(5): 895-941 (2019) (.pdf)
Thuy Ngoc Nguyen, Francesco Ricci: A chat-based group recommender system for tourism. J.
of IT & Tourism 18(1-4): 5-28 (2018) (.pdf)
Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco
Ricci: An observational user
study for group recommender systems in the tourism domain. J.
of IT & Tourism 19(1-4): 87-116 (2018) (.pdf)
Marko Gasparic, Andrea Janes, Francesco Ricci, Gail C.
Murphy, Tural Gurbanov: A
graphical user interface for presenting integrated
development environment command recommendations: Design,
evaluation, and implementation. Information &
Software Technology 92: 236-255 (2017) (.pdf)
Chulmo Koo, Francesco Ricci, Cihan Cobanoglu, Fevzi Okumus: Special issue on smart, connected
hospitality and tourism. Information Systems
Frontiers 19(4): 699-703 (2017) (.pdf)
Matthias Braunhofer, Francesco Ricci: Selective contextual information
acquisition in travel recommender systems. J. of IT
& Tourism 17(1): 5-29 (2017) (.pdf)
Marko Gasparic, Gail C. Murphy, Francesco Ricci: A context model for IDE-based
recommendation systems. Journal of Systems and
Software 128: 200-219 (2017) (.pdf)
Victor Codina, Francesco Ricci, Luigi Ceccaroni: Distributional semantic
pre-filtering in context-aware recommender systems.
User Model. User-Adapt. Interact. 26(1): 1-32 (2016) (.pdf)
Mehdi Elahi, Francesco Ricci, Neil Rubens: A survey of active learning in
collaborative filtering recommender systems. Computer
Science Review 20: 29-50 (2016) (.pdf)
Ignacio Fernández-Tobías, Matthias Braunhofer, Mehdi Elahi,
Francesco Ricci, Iván Cantador:
Alleviating the new user
problem in collaborative filtering by exploiting personality
information. User Model. User-Adapt. Interact.
26(2-3): 221-255 (2016) (.pdf)
Hannes Werthner, Aurkene Alzua-Sorzabal, Lorenzo Cantoni,
Astrid Dickinger, Ulrike Gretzel, Dietmar Jannach, Julia
Neidhardt, Birgit Pröll, Francesco Ricci, Miriam Scaglione,
Brigitte Stangl, Oliviero Stock, Markus Zanker: Future research issues in IT and
tourism. J. of IT & Tourism 15(1): 1-15 (2015) (.pdf)
Marius Kaminskas, Ignacio Fernández- Tobías, Francesco
Ricci and Iván Cantador. Knowledge-based
identification
of music suited for places of interest. Information
Technology & Tourism, 14(1): 73-95. 2014. DOI
10.1007/s40558-014-0004-x (.pdf)
Linas Baltrunas, Francesco Ricci. Experimental evaluation of context-dependent collaborative filtering using item splitting. User Modeling and User-Adapted Interaction, 24(1-2): 7-34. 2014 10.1007/s11257-012-9137-9 (.pdf)
Matthias Braunhofer, Marius Kaminskas, Francesco Ricci: Location-aware music recommendation. International Journal of Multimedia Information Retrieval 2(1): 31-44 (2013) DOI: 10.1007/s13735-012-0032-2 (.pdf)
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops,
Francesco Ricci, Giovanni Semeraro: Human Decision Making and Recommender Systems.
ACM Transactions on Interactive Intelligent Systems 3(3): 17
(2013) (.pdf)
Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta and Giovanni Semeraro. Italian Machine Learning and Data Mining research: The last years. Intelligenza Artificiale 7 (2013) 77–89 DOI 10.3233/IA-130050 (.pdf)
Marius Kaminskas, Francesco Ricci. Contextual music information retrieval and recommendation: state of the art and challenges. Computer Science Review. 6 (2012) pp. 89-119, DOI: 10.1016/j.cosrev.2012.04.002 (.pdf)
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci: The impact of data obfuscation on the accuracy of collaborative filtering. Expert Syst. Appl. 39(5): 5033-5042 (2012) (pdf)
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. Volume 16, Issue 5 (2012), Page 507-526 (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. (pdf)
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. (pdf)
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
Mehdi Elahi, Matthias Braunhofer, Tural Gurbanov, Francesco Ricci: User Preference Elicitation, Rating Sparsity and Cold Start. Collaborative Recommendations 2018: 253-294 (.pdf)
Francesco Ricci: Recommender Systems: Models and
Techniques. Encyclopedia of Social Network Analysis and
Mining. 2nd Ed. 2018 (.pdf)
Marius Kaminskas and Francesco Ricci: Emotion-Based Matching of Music to Places. In Emotions and Personality in Personalized Services: Models, Evaluation and Applications, 2017, Springer International Publishing: 287-310 (.pdf)
Francesco Ricci, Lior Rokach, Bracha Shapira: Recommender Systems: Introduction
and Challenges. Recommender Systems Handbook 2015:
1-34 (.pdf)
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
2021
Francesco Ricci, David Massimo, Antonella De Angeli: Challenges for Recommender Systems Evaluation. CHItaly 2021: 25:1-25:5 (.pdf)
Naieme Hazrati, Francesco Ricci: Quality and Diversity of Recommender Systems Users' Choices: a Simulation Perspective. IIR 2021 (.pdf)
Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu: Graph Learning based Recommender Systems: A Review. IJCAI 2021: 4644-4652 (.pdf)
Gediminas Adomavicius, Konstantin Bauman, Bamshad Mobasher, Francesco Ricci, Alexander Tuzhilin, Moshe Unger: Workshop on Context-Aware Recommender Systems (CARS) 2021. RecSys 2021: 813-814 (.pdf)
Iustina Ivanova, Marina Andric, Francesco Ricci: Knowledge-Based Recommendations for Climbers (Short paper). KaRS/ComplexRec@RecSys 2021 (.pdf)
2020
Naieme Hazrati, Mehdi Elahi, Francesco Ricci: Simulating
the Impact of Recommender Systems on the Evolution of
Collective Users' Choices. HT 2020: 207-212 (.pdf)
Iustina Ivanova, Marina Andric, Andrea Janes, Francesco
Ricci, Floriano Zini: Climbing Activity Recognition and
Measurement with Sensor Data Analysis. ICMI Companion
2020: 245-249 (.pdf)
David Massimo, Francesco Ricci: Enhancing Travel
Experience Leveraging on-line and off-line Users' Behaviour
Data. IUI Companion 2020: 65-66 (.pdf)
Gediminas Adomavicius, Konstantin Bauman, Bamshad Mobasher,
Francesco Ricci, Alexander Tuzhilin, Moshe Unger: Workshop
on Context-Aware Recommender Systems. RecSys 2020:
635-637 (.pdf)
Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng,
Mehmet A. Orgun, Longbing Cao, Nan Wang, Francesco Ricci,
Philip S. Yu: Graph Learning Approaches to Recommender
Systems: A Review. CoRR abs/2004.11718 (2020) (.pdf)
2019
David Massimo, Francesco Ricci: Tangible Decision-making
in Sensors Augmented Spaces. DDC@AI*IA 2019: 53-62 (.pdf)
David Massimo, Francesco Ricci: Clustering Users' POIs
Visit Trajectories for Next-POI Recommendation. ENTER
2019: 3-14 (.pdf)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo
Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza: Media
Monitoring using News Recommenders. IIR 2019: 41-42 (.pdf)
Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi,
Francesco Ricci, Matija Marolt: Prediction of music
pairwise preferences from facial expressions. IUI 2019:
150-159 (.pdf)
Gediminas Adomavicius, Konstantin Bauman, Bamshad Mobasher,
Francesco Ricci, Alexander Tuzhilin, Moshe Unger: Workshop
on context-aware recommender systems. RecSys 2019:
548-549 (.pdf)
Naieme Hazrati, Mehdi Elahi, Francesco Ricci: Analysing
Recommender Systems Impact on Users' Choices. ImpactRS@RecSys
2019 (.pdf)
Saikishore Kalloori, Tianyu Li, Francesco Ricci: Item
Recommendation by Combining Relative and Absolute Feedback
Data. SIGIR 2019: 933-936 (.pdf)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo
Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza: A
News Recommender System for Media Monitoring. WI 2019:
132-140 (.pdf)
Amra Delic, Francesco Ricci, Julia Neidhardt: Preference
Networks and Non-Linear Preferences in Group Recommendations.
WI 2019: 403-407 (.pdf)
2018
Marko Gasparic, Tural Gurbanov, Francesco Ricci: Improving integrated development environment commands knowledge with recommender systems. ICSE (SEET) 2018: 88-97 (.pdf)
Mehdi Elahi, Rosella Gennari, Alessandra Melonio, Francesco Ricci: It Takes Two, Baby: Style and Tangibles for Recommending and Interacting with Videos. IIR 2018 (.pdf)
Saikishore Kalloori, Francesco Ricci: Integrating Ratings and Pairwise Preferences in Recommender Systems. IIR 2018 (.pdf)
David Massimo, Francesco Ricci: Sequential Recommendations in IoT Scenarios with a Generalized User Behaviour Model. IIR 2018 (.pdf)
David Massimo, Elena Not, Francesco Ricci: User Behaviour Analysis in a Simulated IoT Augmented Space. IUI Companion 2018: 8:1-8:2 (.pdf)
Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci, Sarit Kraus: Optimally balancing receiver and recommended users' importance in reciprocal recommender systems. RecSys 2018: 131-139 (.pdf)
Saikishore Kalloori, Francesco Ricci, Rosella Gennari: Eliciting pairwise preferences in recommender systems. RecSys 2018: 329-337 (.pdf)
David Massimo, Francesco Ricci: Harnessing a generalised user behaviour model for next-POI recommendation. RecSys 2018: 402-406 (.pdf)
Thuy Ngoc Nguyen, Francesco Ricci: Situation-dependent combination of long-term and session-based preferences in group recommendations: an experimental analysis. SAC 2018: 1366-1373 (.pdf)
2017
Fabiana Lorenzi, Rodrigo G. da Rosa, Alessandra Peres, Gilson Pires Dorneles, André Peres, Francesco Ricci: Tailoring Training for Obese Individuals with Case-Based Reasoning. BCB 2017: 142-147 (.pdf)
Tural Gurbanov, Francesco Ricci: Exploiting Multiple Action Types in Recommender Systems. IIR 2017: 72-75 (.pdf)
Thuy Ngoc Nguyen, Francesco Ricci: Preference Elicitation for Group Recommender Systems. IIR 2017: 76-79 (.pdf)
Marko Gasparic, Andrea Janes, Francesco Ricci, Marco Zanellati: GUI Design for IDE Command Recommendations. IUI 2017: 595-599 (.pdf)
Marko Gasparic, Tural Gurbanov, Francesco Ricci: Context-aware integrated development environment command recommender systems. ASE 2017: 688-693 (.pdf)
Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt: A Research Tool for User Preferences Elicitation with Facial Expressions. RecSys 2017: 353-354 (.pdf)
Tural Gurbanov, Francesco Ricci: Action prediction models for recommender systems based on collaborative filtering and sequence mining hybridization. SAC 2017: 1655-1661 (.pdf)
2016
Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco Ricci: Research Methods for Group Recommender System. Proceedings of the Workshop on Recommenders in Tourism co-located with 10th ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 15, 2016. CEUR Workshop Proceedings 1685, CEUR-WS.org 2016: 30-37 (.pdf)
Saikishore Kalloori, Francesco Ricci, Marko Tkalcic: Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques. Proceedings of the 10th ACM Conference on Recommender Systems, Boston, MA, USA, September 15-19, 2016. ACM 2016, ISBN 978-1-4503-4035-9: 143-146 (.pdf)
Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco
Ricci, Laurens Rook, Hannes Werthner, Markus Zanker: Observing Group Decision Making
Processes. Proceedings of the 10th ACM Conference on
Recommender Systems, Boston, MA, USA, September 15-19, 2016.
ACM 2016, ISBN 978-1-4503-4035-9: 147-150 (.pdf)
Tamas Motajcsek, Jean-Yves Le Moine, Martha Larson, Daniel Kohlsdorf, Andreas Lommatzsch, Domonkos Tikk, Omar Alonso, Paolo Cremonesi, Andrew Demetriou, Kristaps Dobrajs, Franca Garzotto, Ayse Göker, Frank Hopfgartner, Davide Malagoli, Thuy Ngoc Nguyen, Jasminko Novak, Francesco Ricci, Mario Scriminaci, Marko Tkalcic, Anna Zacchi: Algorithms Aside: Recommendation As The Lens Of Life. Proceedings of the 10th ACM Conference on Recommender Systems, Boston, MA, USA, September 15-19, 2016. ACM 2016, ISBN 978-1-4503-4035-9: 215-219 (.pdf)
Tural Gurbanov, Francesco Ricci, Meinhard Ploner: Modeling and Predicting User
Actions in Recommender Systems. In Proceedings of the
2016 Conference on User Modeling Adaptation and
Personalization, UMAP 2016, Halifax, NS, Canada, July 13 - 17,
2016. ACM 2016, ISBN 978-1-4503-4368-8: 151-155 (.pdf)
Mona Nasery, Matthias Braunhofer, Francesco Ricci: Recommendations with Optimal Combination of Feature-Based and Item-Based Preferences. In Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, UMAP 2016, Halifax, NS, Canada, July 13 - 17, 2016. ACM 2016, ISBN 978-1-4503-4368-8: 269-273 (.pdf)
Thuy Ngoc Nguyen, Francesco Ricci: Supporting Group Decision Making with Recommendations
and Explanations. in Late-breaking Results, Posters,
Demos, Doctoral Consortium and Workshops Proceedings of the
24th ACM Conference on User Modeling, Adaptation and
Personalisation (UMAP 2016), Halifax, Canada, July 13-16,
2016. CEUR Workshop Proceedings 1618, CEUR-WS.org 2016 (.pdf)
Marko Gasparic, Andrea Janes, Francesco Ricci: Development Tools Usage Inside
Out. In Agile Processes, in Software Engineering, and
Extreme Programming - 17th International Conference, XP 2016,
Edinburgh, UK, May 24-27, 2016, Proceedings. Lecture Notes in
Business Information Processing 251, Springer 2016, ISBN
978-3-319-33514-8: 291-295. (.pdf)
2015
Mouzhi Ge, Mehdi Elahi, Ignacio Fernández-Tobías, Francesco
Ricci, David Massimo: Using
Tags and Latent Factors in a Food Recommender System.
Digital Health 2015. Proceedings of the 5th International
Conference on Digital Health 2015, Florence, Italy, May 18-20,
2015.: 105-112 (.pdf)
Floriano Zini, Martin Reinstadler, Francesco Ricci: Life-logs Aggregation for Quality of Life Monitoring. Digital Health 2015. Proceedings of the 5th International Conference on Digital Health 2015, Florence, Italy, May 18-20, 2015: 131-132 (.pdf)
Laura Blédaité, Francesco Ricci: Pairwise Preferences Elicitation and Exploitation for
Conversational Collaborative Filtering. Proceedings
of the 26th ACM Conference on Hypertext & Social Media, HT
2015, Guzelyurt, TRNC, Cyprus, September 1-4, 2015. HT 2015:
231-236 (.pdf)
Marko Gasparic, Francesco Ricci: Modeling Context-Aware Command Recommendation and
Acceptance in an IDE. 2nd IEEE/ACM International
Workshop on Context for Software Development, CSD 2015,
Florence, Italy, May 19, 2015. CSD@ICSE 2015: 1-5 (.pdf)
Matthias Braunhofer, Francesco Ricci, Béatrice Lamche,
Wolfgang Wörndl: A
Context-Aware Model for Proactive Recommender Systems in the
Tourism Domain. Proceedings of the 17th International
Conference on Human-Computer Interaction with Mobile Devices
and Services Adjunct, MobileHCI '15, Copenhagen, Denmark,
August 24-27, 2015. MobileHCI Adjunct 2015: 1070-1075 (.pdf)
Matthias Braunhofer, Ignacio Fernández-Tobías, Francesco
Ricci: Parsimonious and
Adaptive Contextual Information Acquisition in Recommender
Systems. Proceedings of the Joint Workshop on
Interfaces and Human Decision Making for Recommender Systems,
IntRS 2015, co-located with ACM Conference on Recommender
Systems (RecSys 2015), Vienna, Austria, September 19, 2015.
IntRS@RecSys 2015: 2-8 (.pdf)
Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio
Fernández-Tobías, Shlomo Berkovsky, David Massimo: Interaction Design in a Mobile
Food Recommender System. Proceedings of the Joint
Workshop on Interfaces and Human Decision Making for
Recommender Systems, IntRS 2015, co-located with ACM
Conference on Recommender Systems (RecSys 2015), Vienna,
Austria, September 19, 2015. IntRS@RecSys 2015: 49-52 (.pdf)
Mouzhi Ge, Francesco Ricci, David Massimo: Health-aware Food Recommender
System. Proceedings of the 9th ACM Conference on
Recommender Systems, RecSys 2015, Vienna, Austria, September
16-20, 2015. RecSys 2015: 333-334 (.pdf)
Panagiotis Bouros, Neal Lathia, Matthias Renz, Francesco
Ricci, Dimitris Sacharidis: LocalRec'15:
Workshop
on Location-Aware Recommendations. Proceedings of the
9th ACM Conference on Recommender Systems, RecSys 2015,
Vienna, Austria, September 16-20, 2015. RecSys 2015: 351-352 (.pdf)
2014
Matthias Braunhofer, Mehdi Elahi, Francesco Ricci: Usability Assessment of a Context-Aware and Personality-Based Mobile Recommender System. Martin Hepp, Yigal Hoffner (Eds.): E-Commerce and Web Technologies - 15th International Conference, EC-Web 2014, Munich, Germany, September 1-4, 2014. Proceedings. Springer 2014 Lecture Notes in Business Information Processing ISBN 978-3-319-10490-4: 77-88 (.pdf)
Mehdi Elahi, Francesco Ricci, Neil Rubens: Active Learning in Collaborative Filtering Recommender Systems. Martin Hepp, Yigal Hoffner (Eds.): E-Commerce and Web Technologies - 15th International Conference, EC-Web 2014, Munich, Germany, September 1-4, 2014. Proceedings. Springer 2014 Lecture Notes in Business Information Processing ISBN 978-3-319-10490-4: 113-124 (.pdf)
Francesco Ricci: Context and Recommendations: Challenges and Results. Friederike Klan, Günther Specht, Hans Gamper (Eds.): Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, Bozen-Bolzano, Italy, October 21st to 24th, 2014. CEUR-WS.org 2014 CEUR Workshop Proceedings, vol 1313: 10-10
Matthias Braunhofer, Mehdi Elahi, Mouzhi Ge, Francesco Ricci: Context Dependent Preference Acquisition with Personality-Based Active Learning in Mobile Recommender Systems. Panayiotis Zaphiris, Andri Ioannou (Eds.): Learning and Collaboration Technologies. Technology-Rich Environments for Learning and Collaboration - First International Conference, LCT 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part II. Springer 2014 Lecture Notes in Computer Science ISBN 978-3-319-07484-9: 105-116 (.pdf)
Francesco Ricci: Engaging users with situational recommendations: challenges and results. David Elsweiler, Bernd Ludwig, Leif Azzopardi, Max L. Wilson (Eds.): Fifth Information Interaction in Context Symposium, IIiX '14, Regensburg, Germany, August 26-29, 2014. ACM 2014 ISBN 978-1-4503-2976-7: 4-5 (.pdf)
Matthias Braunhofer, Victor Codina, Francesco Ricci: Switching hybrid for cold-starting context-aware recommender systems. Alfred Kobsa, Michelle X. Zhou, Martin Ester, Yehuda Koren (Eds.): Eighth ACM Conference on Recommender Systems, RecSys '14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014. ACM 2014 ISBN 978-1-4503-2668-1: 349-352 (.pdf)
Mehdi Elahi, Mouzhi Ge, Francesco Ricci, David Massimo, Shlomo Berkovsky: Interactive Food Recommendation for Groups. Li Chen, Jalal Mahmud (Eds.): Poster Proceedings of the 8th ACM Conference on Recommender Systems, RecSys 2014, Foster City, Silicon Valley, CA, USA, October 6-10, 2014. CEUR-WS.org 2014 CEUR Workshop Proceedings, vol. 1247
Matthias Braunhofer, Mehdi Elahi, Francesco Ricci: STS: A Context-Aware Mobile Recommender System for Places of Interest. Iván Cantador, Min Chi, Rosta Farzan, Robert Jäschke (Eds.): Posters, Demos, Late-breaking Results and Workshop Proceedings of the 22nd Conference on User Modeling, Adaptation, and Personalization co-located with the 22nd Conference on User Modeling, Adaptation, and Personalization (UMAP2014), Aalborg, Denmark, July 7-11, 2014. CEUR-WS.org 2014 CEUR Workshop Proceedings, vol. 1181
Thai Son Nguyen, Francesco Ricci, Floriano Zini, Marcello
Granconato: Life-Logging for
Healthcare Proactive Advisory Systems. Iván
Cantador, Min Chi, Rosta Farzan, Robert Jäschke (Eds.):
Posters, Demos, Late-breaking Results and Workshop Proceedings
of the 22nd Conference on User Modeling, Adaptation, and
Personalization co-located with the 22nd Conference on User
Modeling, Adaptation, and Personalization (UMAP2014), Aalborg,
Denmark, July 7-11, 2014. CEUR-WS.org 2014 CEUR Workshop
Proceedings, vol. 1181
2013
2012
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, Luleĺ, 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)
Renč 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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