A web-based pervasive recommendation system for mobile tourist guides

Personal and Ubiquitous Computing

Volumn 15, Issue 7, 2011, Pages 759-770

  Gavalas, Damianos ^a   Kenteris, Michael ^a  

^a UNIVERSITY OF THE AEGEAN   (Greece)

Author keywords

Clustering; Collaborative filtering; Context awareness; Location awareness; Mobile tourism; Personalization; Travel recommender systems; Wireless sensor networks

Indexed keywords

CLUSTERING; COLLABORATIVE FILTERING; CONTEXT-AWARENESS; LOCATION AWARENESS; MOBILE TOURISM; PERSONALIZATIONS; TRAVEL RECOMMENDER SYSTEMS; WIRELESS SENSOR;

GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS; MOBILE DEVICES; RECOMMENDER SYSTEMS; SENSORS; UBIQUITOUS COMPUTING; USER INTERFACES;

WIRELESS SENSOR NETWORKS;

EID: 80054908376     PISSN: 16174909     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00779-011-0389-x     Document Type: Article

References (51)

1. A Abowd C Atkeson J Hong S Long M Pinkerton 1996 Cyberguide: a mobile context-aware tour guide Wirel Netw 3 5 421 433 10.1023/A:1019194325861 (Pubitemid 127718355)
2. IF Akyildiz W Su Y Sankarasubramaniam E Cayirci 2002 Wireless sensor networks: a survey Comput Netw 38 4 393 422 10.1016/S1389-1286(01)00302-4 (Pubitemid 34181630)
3. Baus J, Kruger A, Wahlster W (2002) A Resource-adaptive mobile navigation system. In: Proceedings of the 7th international conference on intelligent user interfaces, 15-22
4. Belsis P, Konstantopoulos C, Mamalis B, Pantziou G, Skourlas C (2008) Interactive cluster-based personalized retrieval on large document collections. In: Proceedings of the 1st international symposium on intelligent interactive multimedia systems and services (KES-IIMSS'08) 142:211-220
5. Benelli G, Bianchi A, Marti P, Not E, Sennati S (1999) HIPS: hyper-interaction within physical space. In: Proceedings of the IEEE international conference on multimedia computing and systems (ICMC'99)
6. S Berger H Lehmann F Lehner 2003 Location-based services in the tourist industry Inf Technol Tour 5 4 243 256 10.3727/109830503108751171
7. Berka T.;, Plönig M.; (2004) Designing recommender systems for tourism. In: Proceedings of the 11th international conference on information technology in travel & tourism (ENTER'2004)
8. Brown B, Chalmers M (2003) Tourism and mobile technology. In: Proceedings of the European conference on computer supported collaborative work (CSCW'2003), pp 335-355
9. Buhalis D (2003) eTourism: information technology for strategic tourism management, Prentice Hall, Englewood Cliffs
10. O Buyukkokten H Garcia-Molina A Paepcke T Winograd 2002 Efficient web browsing on handheld devices using page and form summarization ACM Trans Inf Syst 20 1 82 115 10.1145/503104.503109 (Pubitemid 44642308)
11. K Cheverst K Mitchell N Davies 2002 The role of adaptive hypermedia in a context-aware tourist GUIDE Commun ACM 45 5 47 51 10.1145/506218.506244 (Pubitemid 135702543)
12. Cheverst K, Davies N, Mitchell K, Friday A, Efstratiou C (2000) Developing a context-aware electronic tourist guide: some issues and experiences. In: Proceedings of the SIGCHI conference on Human factors in computing systems, Conference on Human Factors in Computing Systems, pp 17-24
13. Conner M, Herlocker J (1999) Clustering items for collaborative filtering. In: Proceedings of the ACM SIGIR workshop on recommender systems
14. A Felfernig S Gordea D Jannach E Teppan M Zanker 2007 A short survey of recommendation technologies in travel and tourism ÖGAI J 25 7 17 22 (Pubitemid 46349914)
15. A García-Crespo J Chamizo I Rivera M Mencke R Colomo-Palacios JM Gómez-Berbís 2009 SPETA: social pervasive e-tourism advisor Telematics Inform 26 3 306 315 10.1016/j.tele.2008.11.008
16. Gavalas D, Economou D (2010) Development platforms for mobile applications: status and trends. IEEE Softw, in press
17. Google, Google Maps for mobile, http://www.google.com/mobile/maps/, last visited May 2010
18. J Herlocker J Konstan L Terveen J Riedl 2004 Evaluating collaborative filtering recommender systems ACM Trans Inf Syst 22 1 5 53 10.1145/963770.963772
19. Hinze A, Buchanan G (2005) Context-awareness in mobile tourist information systems: challenges for user interaction. In: Proceedings of the workshop on context in mobile HCI
20. Jain A, Dubes R (1988) Algorithms for clustering data. Prentice Hall, Englewood Cliffs
21. JSR 179: Location API for J2ME, http://www.jcp.org/en/jsr/detail?id=179, last visited May 2010
22. K Kabassi 2010 Personalizing recommendations for tourists Telematics Inform 27 1 51 66 10.1016/j.tele.2009.05.003
23. J Kjeldskov J Stage 2003 New techniques for usability evaluation of mobile systems Int J Hum Comput Stud 60 599 620 10.1016/j.ijhcs.2003.11.001
24. Kenteris M, Gavalas D, Economou D (2010) Electronic mobile guides: a survey. Personal and ubiquitous computing, in press
25. M Kenteris D Gavalas D Economou 2009 An innovative mobile electronic tourist guide application Pers Ubiquitous Comput 13 2 103 118 10.1007/s00779-007-0191-y
26. C Konstantopoulos D Gavalas G Pantziou 2008 Clustering in mobile ad-hoc networks through neighborhood stability-based mobility prediction Comput Netw 52 9 1797 1824 1151.68318 10.1016/j.comnet.2008.01.018
27. Kray C, Laakso K, Elting C, Coors V (2003) Presenting route instructions on mobile devices. In: Proceedings of the 2003 international conference on intelligent user interfaces (IUI'03), pp 117-124
28. Li M, Yang B (2006) A survey on topology issues in wireless sensor network. In: Proceedings of the international conference on wireless networks (ICWN'06)
29. Malaka R, Zipf A (2000) DEEP MAP-challenging IT research in the framework of a tourist information system. Information and communication technologies in tourism, In: Proceedings of ENTER'2000
30. Maw SY, Naing MM (2006) Personalization agent for multi-agent tourism system. In: Proceedings of the 4th international conference on computer application, pp 117-124
31. meteo.gr Greek weather forecast service, http://www.meteo.gr/
32. B Mobasher R Cooley J Srivastava 2000 Automatic personalization based on web usage mining Commun ACM 43 8 142 151 10.1145/345124.345169
33. B Mobasher H Dai T Luo M Nakagawa 2002 Discovery and evaluation of aggregate usage profiles for web personalization Data Min Knowl Discov 6 1 61 82 1917931 10.1023/A:1013232803866 (Pubitemid 37113876)
34. MyCityMate, MyCityMate homepage, http://www.mycitymate.com/, last visited May 2010
35. Nokia Beta Labs, Ovi Maps Beta for mobile, http://betalabs.nokia.com/ betas/view/nokia-maps-30-maps-ovi, last visited May 2010
36. Paliouras G, Karkaletsis V, Papatheodorou V (1999) Exploiting learning techniques for the acquisition of user stereotypes and communities. In: Proceedings of the 7th international conference on user modeling (UM'99), pp 169-178
37. Poslad S, Laamanen H, Malaka R, Nick A, Buckle P, Zipl A (2001) CRUMPET: creation of user-friendly mobile services personalised for tourism. In: Proceedings of the 3G mobile communication technologies, pp 28-32 (Pubitemid 32469415)
38. F Ricci 2002 Travel recommender systems IEEE Intell Syst 17 55 57
39. Ricci F, Rokach L, Shapira B, Kantor PB (2010). Recommender systems handbook, 1st Edition
40. Rich E (1979) User modeling via stereotypes. Cogn Sci 3(4):329-354 (Pubitemid 10100732)
41. S Staab H Werthner 2002 Intelligent systems for tourism-introduction IEEE Intell Syst 17 6 53 55 10.1109/MIS.2002.1134362
42. A Scharl A Dickinger J Murphy 2004 Diffusion and success factors of mobile marketing Electron Commer Res Appl 4 2 159 173 10.1016/j.elerap.2004.10. 006
43. Schmidt-Belz B, Poslad S, Nick A, Zipf A (2002) Personalized and location-based mobile tourism services. In: Proceedings of the international conference on mobile HCI'02
44. Schwinger W, Grün C, Pröll B, Retschitzegger W, Schauerhuber A (2002) Context-awareness in mobile tourism guides-a comprehensive survey. Technical Report, Johannes Kepler University Linz, IFS/TK
45. SunSPOT project, http://www.sunspotworld.com/, last visited May 2010
46. Su X, Khoshgoftaar TM (2009) A survey of collaborative filtering techniques. Adv Artif Intell
47. Sun Microsystems, Java ME Platform(2009). http://java.sun.com/javame/, last visited May 2010
48. Tsekouras G, Anagnostopoulos C, Gavalas D, Economou D (2007) Classification of web documents using fuzzy logic categorical data clustering. In: Proceedings of the 4th IFIP conference on artificial intelligence applications & innovations (AIAI'2007) 247:93-100
49. Van Setten M, Pokraev S, Koolwaaij J (2004) Context-aware recommendations in the mobile tourist application COMPASS. In: Proceedings of the 3rd international conference on adaptive hypermedia and adaptive web-based systems (AH'2004), LNCS 3137:235-244
50. Wahlster W, Reithinger N, Blocher A (2001) SmartKom: towards multimodal dialogues with anthropomorphic interface agents. In: Proceedings of international status conference "human-computer interaction". pp 23-34
51. D Zhang B Adipat 2005 Challenges, methodologies and issues in the usability testing of mobile applications Int J Hum Comput Interact 18 3 293 308 10.1207/s15327590ijhc1803-3 (Pubitemid 40952456)