RecomMetz: A context-aware knowledge-based mobile recommender system for movie showtimes

Expert Systems with Applications

Volumn 42, Issue 3, 2015, Pages 1202-1222

  Colombo Mendoza, Luis Omar ^a   Valencia García, Rafael ^a   Rodríguez González, Alejandro ^b   Alor Hernández, Giner ^c   Samper Zapater, José Javier ^d  

^a UNIVERSITY OF MURCIA   (Spain)

^b UNIVERSIDAD INTERNACIONAL DE LA RIOJA   (Spain)

^c INSTITUTO TECNOLÓGICO DE ORIZABA   (Mexico)

^d UNIVERSITY OF VALENCIA   (Spain)

Author keywords

Context aware systems; Knowledge based recommender systems; Ontology reasoning; Semantic; Web

Indexed keywords

INFORMATION FILTERING; KNOWLEDGE BASED SYSTEMS; MOTION PICTURES; ONTOLOGY; SEMANTIC WEB; SEMANTICS; USER INTERFACES;

CONTEXT-AWARE SYSTEMS; CONTEXTUAL INFORMATION; KNOWLEDGE-BASED RECOMMENDER SYSTEMS; MOBILE RECOMMENDER SYSTEMS; ONTOLOGY REASONINGS; PERSONALIZED RECOMMENDATION; RECOMMENDATION MECHANISM; SEMANTIC WEB TECHNOLOGY;

RECOMMENDER SYSTEMS;

EID: 84908042447     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2014.09.016     Document Type: Article

References (38)

1. G. Adomavicius, and A. Tuzhilin Context-aware recommender systems Proceedings of the 2008 ACM conference on recommender systems 2008 ACM New York, NY, USA 335 336
2. M. Batet, A. Moreno, D. Sánchez, D. Isern, and A. Valls Turist@: Agent-based personalised recommendation of tourist activities Expert Systems with Applications 39 8 2012 7319 7329 10.1016/j.eswa.2012.01.086
3. Bechofer, S., van Harmelen, F., Hendler, J., Horrocks, I., McGuinness, D. L., Patel-Schneider, P. F., et al. (2004). OWL web ontology language reference. Retrieved from < http://www.w3.org/TR/owl-ref/ >.
4. T. Berners-Lee, J. Hendler, and O. Lassila The semantic web Scientific American 284 2001 34 43
5. Y. Blanco-Fernández, M. López-Nores, J.J. Pazos-Arias, and J. García-Duque An improvement for semantics-based recommender systems grounded on attaching temporal information to ontologies and user profiles Engineering Applications of Artificial Intelligence 24 8 2011 1385 1397 10.1016/j.engappai.2011.02.020
6. Y. Blanco-Fernández, J.J. Pazos-Arias, A. Gil-Solla, M. Ramos-Cabrer, M. López-Nores, and J. García-Duque A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems Knowledge-Based Systems 21 4 2008 305 320 10.1016/j.knosys.2007.07.004
7. W. Carrer-Neto, M.L. Hernández-Alcaraz, R. Valencia-García, and F. García-Sánchez Social knowledge-based recommender system. Application to the movies domain Expert Systems with Applications 39 12 2012 10990 11000 10.1016/j.eswa.2012.03.025
8. Carretero, J., Isaila, F., Kermarrec, A.-M., Taiani, F., & Tirado, J. M. (2012). Geology: Modular georecommendation in gossip-based social networks. In 2012 IEEE 32nd international conference on distributed computing systems (ICDCS) (pp. 637-646). http://dx.doi.org/10.1109/ICDCS.2012.36.
9. Cyganiak, R., Wood, D., & Lanthaler, M. (2014). RDF 1.1 concepts and abstract syntax. Retrieved from < http://www.w3.org/TR/2014/REC-rdf11-concepts-20140225/ >.
10. T.H. Dao, S.R. Jeong, and H. Ahn A novel recommendation model of location-based advertising: Context-aware collaborative filtering using GA approach Expert Systems with Applications 39 3 2012 3731 3739 10.1016/j.eswa.2011.09.070
11. B. Fang, S. Liao, K. Xu, H. Cheng, C. Zhu, and H. Chen A novel mobile recommender system for indoor shopping Expert Systems with Applications 39 15 2012 11992 12000 10.1016/j.eswa.2012.03.038
12. G.H. Forman, and J. Zahorjan The challenges of mobile computing IEEE Computer 27 1994 38 47
13. D. Goldberg, D. Nichols, B.M. Oki, and D. Terry Using collaborative filtering to weave an information tapestry Communications of the ACM 35 12 1992 61 70 10.1145/138859.138867
14. T.R. Gruber A translation approach to portable ontology specifications Knowledge Acquisition 5 1993 199 220
15. Gu, T., Wang, X. H., Pung, H. K., & Zhang, D. Q. (2004). An ontology-based context model in intelligent environments. In Proceedings of communication networks and distributed systems modeling and simulation conference (pp. 270-275).
16. J.J. Jung Contextualized mobile recommendation service based on interactive social network discovered from mobile users Expert Systems with Applications 36 9 2009 11950 11956 10.1016/j.eswa.2009.03.067
17. W.-P. Lee, C. Kaoli, and J.-Y. Huang A smart TV system with body-gesture control, tag-based rating and context-aware recommendation Knowledge-Based Systems 56 2014 167 178 10.1016/j.knosys.2013.11.007
18. L. Liu, J. Xu, S.S. Liao, and H. Chen A real-time personalized route recommendation system for self-drive tourists based on vehicle to vehicle communication Expert Systems with Applications 41 7 2014 3409 3417 10.1016/j.eswa.2013.11.035
19. M. López-Nores, Y. Blanco-Fernández, J.J. Pazos-Arias, and A. Gil-Solla Property-based collaborative filtering for health-aware recommender systems Expert Systems with Applications 39 8 2012 7451 7457 10.1016/j.eswa.2012.01.112
20. M. Montaner, B. López, and J.L. De La Rosa A taxonomy of recommender agents on the internet Artificial Intelligence Review 19 4 2003 285 330 10.1023/A:1022850703159
21. A. Moreno, A. Valls, D. Isern, L. Marin, and J. Borràs SigTur/E-destination: ontology-based personalized recommendation of tourism and leisure activities Engineering Applications of Artificial Intelligence 26 1 2013 633 651 10.1016/j.engappai.2012.02.014
22. J.M. Noguera, M.J. Barranco, R.J. Segura, and L. Martínez A mobile 3D-GIS hybrid recommender system for tourism Information Sciences 215 2012 37 52 10.1016/j.ins.2012.05.010
23. V. Raghavan, P. Bollmann, and G.S. Jung A critical investigation of recall and precision as measures of retrieval system performance ACM Transactions on Information Systems 7 3 1989 205 229 10.1145/65943.65945
24. P. Resnick, and H.R. Varian Recommender systems Communications of the ACM 40 3 1997 56 58 10.1145/245108.245121
25. F. Ricci, L. Rokach, and B. Shapira Introduction to recommender systems handbook F. Ricci, L. Rokach, B. Shapira, P.B. Kantor, Recommender systems handbook 2011 Springer US 1 35 Retrieved from http://link.springer.com/chapter/10.1007/978-0-387-85820-3-1
26. T. Ruotsalo, K. Haav, A. Stoyanov, S. Roche, E. Fani, and R. Deliai SMARTMUSEUM: A mobile recommender system for the web of data Web Semantics: Science, Services and Agents on the World Wide Web 20 2013 50 67 10.1016/j.websem.2013.03.001
27. G. Salton, and M.J. McGill Introduction to modern information retrieval 1986 McGraw-Hill Inc New York, NY, USA
28. Schilit, B., Adams, N., & Want, R. (1994). Context-aware computing applications. In Proceedings of workshop on mobile computing systems and applications (pp. 85-90). http://dx.doi.org/10.1109/MCSA.1994.512740.
29. C.-Y. Tsai, and S.-H. Chung A personalized route recommendation service for theme parks using RFID information and tourist behavior Decision Support Systems 52 2 2012 514 527 10.1016/j.dss.2011.10.013
30. Turner, R. (2013). Travel & tourism economic impact 2013 - World (No. 2013). London, UK: World Travel & Tourism Council. Retrieved from < http://www.wttc.org/site-media/uploads/downloads/world2013-1.pdf >.
31. S.-L. Wang, and C.-Y. Wu Application of context-aware and personalized recommendation to implement an adaptive ubiquitous learning system Expert Systems with Applications 38 9 2011 10831 10838 10.1016/j.eswa.2011.02.083
32. D.C. Wimalasuriya, and D. Dou Ontology-based information extraction: An introduction and a survey of current approaches Journal of Information Science 36 3 2010 306 323 10.1177/0165551509360123
33. Xie, M., Lakshmanan, L. V. S., & Wood, P. T. (2011). CompRec-Trip: A composite recommendation system for travel planning. In 2011 IEEE 27th international conference on data engineering (ICDE) (pp. 1352-1355). http://dx.doi.org/10.1109/ICDE.2011.5767954.
34. W.-S. Yang, H.-C. Cheng, and J.-B. Dia A location-aware recommender system for mobile shopping environments Expert Systems with Applications 34 1 2008 437 445 10.1016/j.eswa.2006.09.033
35. W.-S. Yang, and S.-Y. Hwang ITravel: A recommender system in mobile peer-to-peer environment Journal of Systems and Software 86 1 2013 12 20 10.1016/j.jss.2012.06.041
36. Ö. YIlmaz, and R.C. Erdur IConAwa - An intelligent context-aware system Expert Systems with Applications 39 3 2012 2907 2918 10.1016/j.eswa.2011.08.152
37. Y. Yu, J. Kim, K. Shin, and G.S. Jo Recommendation system using location-based ontology on wireless internet: An example of collective intelligence by using "mashup" applications Expert Systems with Applications 36 9 2009 11675 11681 10.1016/j.eswa.2009.03.017
38. V.W. Zheng, Y. Zheng, X. Xie, and Q. Yang Towards mobile intelligence: Learning from GPS history data for collaborative recommendation Artificial Intelligence 184-185 2012 17 37 10.1016/j.artint.2012.02.002