Which App? A recommender system of applications in markets: Implementation of the service for monitoring users’ interaction

► We propose a recommender system of applications in Markets. ► It uses five recommendations techniques, more than similar actual recommenders. ► The main input for the recommender is the actual usage of each application made by each user. ► We describe the implemented service for monitoring the use...

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Veröffentlicht in:Expert systems with applications 2012-08, Vol.39 (10), p.9367-9375
Hauptverfasser: Costa-Montenegro, Enrique, Barragáns-Martínez, Ana Belén, Rey-López, Marta
Format: Artikel
Sprache:eng
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Zusammenfassung:► We propose a recommender system of applications in Markets. ► It uses five recommendations techniques, more than similar actual recommenders. ► The main input for the recommender is the actual usage of each application made by each user. ► We describe the implemented service for monitoring the users interaction. Users face the information overload problem when downloading applications in markets. This is mainly due to (i) the increasing unmanageable number of applications and (ii) the lack of an accurate and fine-grained categorization of the applications in the markets. To address this issue, we present an integrated solution which recommends to the users applications by considering a big amount of information: that is, according to their previously consumed applications, use pattern, tags used to annotate resources and history of ratings. We focus this paper on the service for monitoring users’ interaction.
ISSN:0957-4174
1873-6793
DOI:10.1016/j.eswa.2012.02.131