Tracommender - Exploiting continuous background tracking information on smartphones for location-based recommendations

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Volumn 65 LNICST, Issue , 2013, Pages 250-263

  Wang, Yang ^a   Uzun, Abdulbaki ^a   Bareth, Ulrich ^a   Küpper, Axel ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

background tracking; location based services; path matching; recommendations

Indexed keywords

ALTERNATIVE PATH; COLD START PROBLEMS; CONTEXT-AWARE RECOMMENDER SYSTEMS; CONTINUOUS LOCATIONS; DWELL TIME; IMPLICIT RATING; LOCATION BASED; MOVEMENT DATUM; PATH-MATCHING; POINTS OF INTEREST; RECOMMENDATION ALGORITHMS; RECOMMENDATIONS; TIME STAMPS;

CLUSTERING ALGORITHMS; LOCATION BASED SERVICES; MIDDLEWARE; RECOMMENDER SYSTEMS;

SMARTPHONES;

EID: 84874509984     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-36660-4_18     Document Type: Conference Paper

References (11)

1. Baltrunas, L., Kaminskas, M., Ricci, F., Rokach, L., Shapira, B., Luke, K.-H.: Best Usage Context Prediction for Music Tracks. In: Proceedings of the 2nd Workshop on Context-Aware Recommender Systems, Barcelona, Spain (2010)
2. Bareth, U., Küpper, A.: Energy-Efficient Position Tracking in Proactive Location-based Services for Smartphone Environments. In: Proceedings of the IEEE 35th Annual Computer Software and Applications Conference, Munich, Germany, pp. 516-521. IEEE (2011)
3. Lam, X.N., Vu, T., Le, T.D., Duong, A.D.: Addressing Cold-Start Problem in Recommendation Systems. In: Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, pp. 208-211. ACM, New York (2008)
4. Jannach, D., Zanker, M., Felfernig, A., Friedrich, G.: Recommender Systems - An Introduction. Cambridge University Press (2010)
5. Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-Based Collaborative Filtering Recommendation Algorithms. In: Proceedings of the 10th International Conference on World Wide Web, pp. 285-295. ACM (2001)
6. Baltrunas, L., Ricci, F.: Context-Dependent Items Generation in Collaborative Filtering. In: Proceedings of the Workshop on Context-Aware Recommender Systems, New York, USA (2009)
7. Domingues, M.A., Jorge, A.M., Soares, C.: Using Contextual Information as Virtual Items on Top-N Recommender Systems. In: Proceedings of the Workshop on Context-Aware Recommender Systems, New York, USA (2009)
8. De Carolis, B., Mazzotta, I., Novielli, N., Silvestri, V.: Using Common Sense in Providing Personalized Recommendations in the Tourism Domain. In: Proceedings of the Workshop on Context-Aware Recommender Systems, New York, USA (2009)
9. Takeuchi, Y., Sugimoto, M.: CityVoyager: An Outdoor Recommendation System Based on User Location History. In: Ma, J., Jin, H., Yang, L.T., Tsai, J.J.-P. (eds.) UIC 2006. LNCS, vol. 4159, pp. 625-636. Springer, Heidelberg (2006) (Pubitemid 44577843)
10. Simcock, T., Hillenbrand, S.P., Thomas, B.H.: Developing a Location Based Tourist Guide Application. In: Proceedings of the Australasian Information Security Workshop Conference on ACSW Frontiers 2003, Darlinghurst, Australia, vol. 21, pp. 177-183. Australian Computer Society, Inc. (2003)
11. Fano, A.E.: Shopper's Eye: Using Location-based Filtering for a Shopping Agent in the Physical World. In: Proceedings of the 2nd International Conference on Autonomous Agents, pp. 416-421. ACM, New York (1998)