DocumentCode :
3166789
Title :
An algorithm for routes recommendation service based on the Radio-Frequency Identification application
Author :
Yang Zhao ; Xuedong Gao ; Sen Wu
Author_Institution :
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear :
2013
fDate :
24-28 June 2013
Firstpage :
748
Lastpage :
753
Abstract :
Creating high quality products/services in terms of consumer preference has become a critical issue for tourism managers. To fulfil these needs, this paper proposes a route recommendation algorithm that supplies movement routes with the locations they want visit. The analysis of visiting locations and corresponding timestamps are based on a Radio-Frequency Identification (RFID) data and stored in a route database. We firstly proposed a point of interest (POI) Sequence of RFID Probability Events Mining Algorithm to generate the POI Sequence. According to the visitor´s route recommendation service requirement, based on the POI Sequence, we develop a Recommendation of Route based on POI Sequence Algorithm. A simulation case is implemented to show the feasibility of the proposed Algorithm. Based on the experimental results, it is clear that the recommended route satisfies visitor requirements using previous visitor´s preference.
Keywords :
probability; radiofrequency identification; recommender systems; travel industry; POI sequence generation; RFID probability events mining algorithm; consumer preference; point of interest sequence; radio-frequency identification application; route database; routes recommendation service; timestamps analysis; tourism manager; visiting locations analysis; visitor route recommendation service requirement; Algorithm design and analysis; Data mining; Educational institutions; Filtering; Probabilistic logic; Radio frequency; Radiofrequency identification; RFID; Recommendation Algorithm; point of interest; route recommendation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
Conference_Location :
Edmonton, AB
Type :
conf
DOI :
10.1109/IFSA-NAFIPS.2013.6608494
Filename :
6608494
Link To Document :
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