Abstract
In this chapter, we present an overview of different group recommender applications. We organize this overview into the application domains of music, movies and TV programs, travel destinations and events, news and web pages, healthy living, software engineering, and domain-independent recommenders. Each application is analyzed with regard to the characteristics of group recommenders as introduced in Chap. 2.
Alexander Felfernig, Müslüm Atas, Martin Stettinger,Thi Ngoc Trang Tran, and Stefan Reiterer
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Notes
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An overview of the application of recommendation technologies in the healthy food domain can be found, for example, in Tran et al. [35].
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References
L. Ardissono, A. Goy, G. Petrone, M. Segnan, P. Torasso, Intrigue: personalized recommendation of tourist attractions for desktop and handset devices. Appl. Artif. Intell. 17(8–9), 687–714 (2003). Special Issue on Artificial Intelligence for Cultural Heritage and Digital Libraries
L. Atzori, A. Iera, G. Morabito, The internet of things: a survey. Comput. Netw. 54(15), 2787–2805 (2010)
S. Berry, S. Fazzio, Y. Zhou, B. Scott, L. Francisco-Revilla, Netflix recommendations for groups. Am. Soc. Inf. Sci. Technol. 47(1), 1–3 (2010)
D. Chao, J. Balthorp, S. Forrest, Adaptive radio: achieving consensus using negative preferences, in ACM SIGGROUP Conference on Supporting Group Work, Sanibel Island, FL, USA (2005), pp. 120–123
I. Christensen, S. Schiaffino, Entertainment recommender systems for group of users. Expert Syst. Appl. 38(11), 14127–14135 (2011)
A. Crossen, J. Budzik, K. Hammond, Flytrap: intelligent group music recommendation, in 7th International Conference on Intelligent User Interfaces, San Francisco, CA, USA (2002), pp. 184–185
A. Felfernig, W. Maalej, M. Mandl, M. Schubert, F. Ricci, Recommendation and decision technologies for requirements engineering, in ICSE 2010 Workshop on Recommender Systems in Software Engineering (RSSE 2010), Cape Town, South Africa (2010), pp. 11–15
A. Felfernig, M. Jeran, G. Ninaus, F. Reinfrank, S. Reiterer, M. Stettinger, Basic approaches in recommendation systems, in Recommendation Systems in Software Engineering (Springer, Berlin, 2013), pp. 15–37
A. Felfernig, S. Polat-Erdeniz, M. Jeran, A. Akcay, P. Azzoni, M. Maiero, C. Doukas, Recommendation technologies for IoT edge devices. Proc. Comput. Sci. 110, 504–509 (2017)
A. Felfernig, M. Stettinger, A. Falkner, M. Atas, X. Franch, C. Palomares, OpenReq: recommender systems in requirements engineering, in RS-BDA’17, Graz, Austria (2017), pp. 1–4
E. Hallström, Group Recommender System for Restaurant Lunches. KTH Computer Science and Communication (2013)
A. Jameson, More than the sum of its members: challenges for group recommender systems, in International Working Conference on Advanced Visual Interfaces (2004), pp. 48–54
A. Jameson, B. Smyth, Recommendation to groups, in The Adaptive Web, ed. by P. Brusilovsky, A. Kobsa, W. Nejdl. Lecture Notes in Computer Science, vol. 4321 (2007), pp. 596–627
D. Kahneman, A. Tversky, Prospect theory: an analysis of decision under risk. Econometrica 47(2), 263–291 (1979)
J. Kay, W. Niu, Adapting information delivery to groups of people, in 1st International Workshop on New Technologies for Personalized Information Access, Edinburgh (2005), pp. 34–43
H. Lieberman, N. Dyke, A. Vivacqua, Let’s browse: a collaborative web browsing agent, in 4th International Conference on Intelligent User Interfaces, Los Angeles, CA, USA (1999), pp. 65–68
J. Masthoff, Group recommender systems: combining individual models, in Recommender Systems Handbook (Springer, London, 2011), pp. 677–702
J. McCarthy, Pocket restaurant finder: a situated recommender system for groups, in Workshop on Mobile Ad-Hoc Communication, Minneapolis, MN, USA (2002), pp. 1–10
J. McCarthy, T. Anagnost, MusicFX: an arbiter of group preferences for computer supported collaborative workouts, in Conference on Computer Support Cooperative Work, Seattle, WA, USA (1998), pp. 363–372
K. McCarthy, L. McGinty, B. Smyth, M. Salamó, Social interaction in the CATS group recommender, in Workshop on the Social Navigation and Community Based Adaptation Technologies (2006)
K. McCarthy, M. Salamó, L. Coyle, L. McGinty, B. Smyth, P. Nixon, Group recommender systems: a critiquing-based approach, in 11th International Conference on Intelligent User Interfaces (IUI 2006) (ACM, New York, 2006), pp. 267–269
T. Nguyen, F. Ricci, A chat-based group recommender system for tourism, in Information and Communication Technologies in Tourism, ed. by R. Schegg, B. Stangl (Springer, Cham, 2017), pp. 17–30
G. Ninaus, A. Felfernig, M. Stettinger, S. Reiterer, G. Leitner, L. Weninger, W. Schanil, IntelliReq: intelligent techniques for software requirements engineering, in Prestigious Applications of Intelligent Systems Conference (PAIS) (2014), pp. 1161–1166
M. O’Connor, D. Cosley, J. Konstan, J. Riedl, PolyLens: a recommender system for groups of users, in 7th European Conference on Computer Supported Cooperative Work (2001), pp. 199–218
S. Pizzutilo, B. DeCarolis, G. Cozzolongo, F. Ambruoso, Group modeling in a public space: methods, techniques, experiences, in 5th WSEAS International Conference on Applied Informatics and Communications, Malta (2005), pp. 175–180
G. Popescu, P. Pu, Probabilistic game theoretic algorithms for group recommender systems, in 2nd Workshop on Music Recommendation and Discovery (WOMRAD 2011), Chicago, IL, USA (2011), pp. 7–12
G. Popescu, P. Pu, What’s the best music you have?: designing music recommendation for group enjoyment in groupfun, in CHI ’12 Extended Abstracts on Human Factors in Computing Systems, Austin, TX, USA (2012), pp. 1673–1678
L. Quijano-Sanchez, J. Recio-García, B. Díaz-Agudo, Personality and social trust in group recommendations, in 22nd International Conference on Tools with Artificial Intelligence, Arras, France (2010), pp. 121–126
L. Quijano-Sanchez, J. Recio-García, B. Díaz-Agudo, G. Jiménez-Díaz, Happy Movie: a group recommender application in facebook, in 24th International Florida Artificial Intelligence Research Society Conference, Palm Beach, FL, USA (2011), pp. 419–420
K. Reinecke, M. Nguyen, A. Bernstein, M. Näf, K. Gajos, Doodle around the world: online scheduling behavior reflects cultural differences in time perception and group decision-making, in Computer Supported Cooperative Work (CSCW’13), San Antonio, TX, USA (2013), pp. 45–54
S. Shafiee, L. Hvam, M. Bonev, Scoping a product configuration project for engineer-to-order companies. J. Ind. Eng. Manag. 5(4), 207–220 (2014)
B. Smyth, J. Freyne, M. Coyle, P. Briggs, E. Balfe, I-SPY - anonymous, community-based personalization by collaborative meta-search, in Research and Development in Intelligent Systems XX (2004), pp. 367–380
M. Stettinger, A. Felfernig, G. Leitner, S. Reiterer, Counteracting anchoring effects in group decision making, in 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP’15). Lecture Notes in Computer Science, vol. 9146 (Dublin, Ireland, 2015), pp. 118–130
M. Stettinger, A. Felfernig, G. Leitner, S. Reiterer, M. Jeran, Counteracting serial position effects in the Choicla Group decision support environment, in 20th ACM Conference on Intelligent User Interfaces (IUI2015), Atlanta, Georgia, USA (2015), pp. 148–157
T.N. Trang Tran, M. Atas, A. Felfernig, M. Stettinger, An overview of recommender systems in the healthy food domain. J. Intell. Inf. Syst. 1–26 (2017). https://doi.org/10.1007/s10844-017-0469-0
H. Wei, L. Yang, C. Hsieh, D. Estrin, GroupLink: group event recommendations using personal digital traces, in 19th ACM Conference on Computer Supported Cooperative Work (CSCW’16), San Francisco, CA, USA (2016), pp. 110–113
D. Winterfeldt, W. Edwards, Decision Analysis and Behavioral Research (Cambridge University Press, Cambridge, 1986)
Y. Zhiwen, Z. Xingshe, Z. Daquing, An adaptive in-vehicle multimedia recommender for group users, in 61st Vehicular Technology Conference, Stockholm, Sweden (2005), pp. 1–5
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Felfernig, A., Boratto, L., Stettinger, M., Tkalčič, M. (2018). Group Recommender Applications. In: Group Recommender Systems . SpringerBriefs in Electrical and Computer Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-75067-5_4
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