Anders Andersen
ABSTRACT
With the myriad of information resources available on the Web, personalization has become important to facilitate information retrieval and recommender systems that provide information and services adapted to the user's needs. A crucial component in any personalization approach is the availability of a user profile that reflects the user's interests, behaviour and intention. In this paper we exploit the fact that for many people the mobile phone is a close companion that follows the person everywhere and is used for many different tasks in the person's daily life. In particular, we focus on mining user activities on NFC-based services to collect information that can be included in a user profile. The paper describes the process of mining usage information from multiple NFC-based applications, both on a smart phone and on back-end systems. We also describe our experiments that lead to and support mining of NFC-based user information.
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- B. Evjemo, S. Akselsen, D. Slettemeås, A. Munch-Ellingsen, A. Andersen, and R. Karlsen, "I expect smart services! -- user feedback on NFC based services addressing everyday routines," IFIP Transactions, (Rome, Italy), Oct. 2014.Google Scholar
- R. Karlsen and A. Andersen, "NFC-based image annotation," in The International Workshop on the Future Internet of Things and Cloud (FiCloud 2013), in conjunction with The 10th International Conference on Mobile Web Information Systems (MobiWIS 2013) (M. Matera and G. Rossi, eds.), vol. 183 of Communications in Computer and Information Science, (Cyprus), pp. 72--85, Springer-Verlag, Aug. 2013.Google Scholar
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- A. Munch-Ellingsen, A. Andersen, S. Akselsen, and R. Karlsen, "Customer managed security domain on mobile network operators' SIM cards: Opportunities to enable new business models," in Marktplätze im Umbruch: Digitale Strategien und das Zusammenwachsen von Shop, Online-Business sowie Services im Mobilen Internet, Springer-Verlag, 2015.Google Scholar
- A. Munch-Ellingsen, R. Karlsen, A. Andersen, and S. Akselsen, "Two-factor authentication for android host card emulated contactless cards," in Proceedings of the 2015 First Conference on Mobile and Secure Services (MOBISECSERV), 2015.Google Scholar
Index Terms
- User Profiling through NFC interactions: Mining NFC-based User Information from Mobile Devices and Back-end Systems
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