Title :
The Contextual Group Recommendation
Author :
Jing Wang ; Hui Li ; Hui Zhao
Author_Institution :
Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´an, China
Abstract :
The context-aware calculation method is applied to the model of recommendation system in this paper. Based on context of scenario analysis and inference, we can implement recommendation for user group. This paper makes use of the context of scenarios aware technology, which fuses multi-source data from smart phones, sensor networks and social networks for the scenario modeling and inference, and then formats the context clues to build the perceptual model of the context scenarios to predict the behavior patterns of the user group for the group recommendation, which meet the needs of the user group. We have analyzed the recommendation process and performed a subjective test to show the usefulness of the proposed system.
Keywords :
data analysis; inference mechanisms; recommender systems; sensor fusion; context-aware calculation method; contextual group recommendation; inference context; multisource data fusion; recommendation system model; scenario analysis; scenario modeling; sensor networks; smart phones; social networks; subjective test; user group behavior pattern; user group recommendation; Bayes methods; Context; Context modeling; Educational institutions; Mathematical model; Recommender systems; Vectors; context-aware; group recommendation; sensor networks; social networks;
Conference_Titel :
Intelligent Networking and Collaborative Systems (INCoS), 2013 5th International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/INCoS.2013.27