TY - GEN
T1 - A cloud-based service recommendation system for use in UCWW
AU - Ganchev, Ivan
AU - Ji, Zhanlin
AU - O'Droma, Máirtín
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/10/21
Y1 - 2014/10/21
N2 - This paper describes the design and implementation of a cloud-based service recommendation system used to discover and suggest to users the 'best' mobile services in the emerging ubiquitous consumer wireless world (UCWW). With this distributed system, the UCWW cloud provider collects user behavior (e.g., Internet logs, web browsing, searching for services, participation in social networks, online shopping, friends' recommendations for services, etc.), analyzes this 'big data' in the cloud, and recommends the 'best' mobile services applicable to that particular user under the always best connected and best served (ABC&S) paradigm. A number of novel software solutions, both on the user- and cloud side, are proposed. An approach towards running this service recommendation system in a flexible and intelligent way is elaborated.
AB - This paper describes the design and implementation of a cloud-based service recommendation system used to discover and suggest to users the 'best' mobile services in the emerging ubiquitous consumer wireless world (UCWW). With this distributed system, the UCWW cloud provider collects user behavior (e.g., Internet logs, web browsing, searching for services, participation in social networks, online shopping, friends' recommendations for services, etc.), analyzes this 'big data' in the cloud, and recommends the 'best' mobile services applicable to that particular user under the always best connected and best served (ABC&S) paradigm. A number of novel software solutions, both on the user- and cloud side, are proposed. An approach towards running this service recommendation system in a flexible and intelligent way is elaborated.
KW - ABC&S
KW - Android
KW - Hadoop
KW - Mobile Cloud
KW - Redis
KW - Service Recommendation System
KW - UCWW
UR - http://www.scopus.com/inward/record.url?scp=84911982268&partnerID=8YFLogxK
U2 - 10.1109/ISWCS.2014.6933461
DO - 10.1109/ISWCS.2014.6933461
M3 - Conference contribution
AN - SCOPUS:84911982268
T3 - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014 - Proceedings
SP - 791
EP - 795
BT - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014
Y2 - 26 August 2014 through 29 August 2014
ER -