Title :
A hybrid mobility model based on social, cultural and language diversity
Author :
Karim, Lutful ; Mahmoud, Qusay H.
Author_Institution :
Sch. of Inf. & Commun. Technol., Seneca Coll. of Appl. Arts & Sci., Toronto, ON, Canada
Abstract :
Human Mobility Models (HMMs) have become increasingly relevant in different application domains including networks designed for data dissemination protocols. Most existing HMMs consider the temporal and spatial features of human mobility. In addition, many recent HMMs based on social networks have begun to take into account social factors, which naturally influence the results of the HMMs. Unfortunately, these mobility models do not focus on the impact of several important social factors that can affect a person´s actions, such as language, citizenship, and culture. This paper introduces a hybrid human mobility model that integrates social behavior, cultural and language factors into HMMs in order to measure their effect on human mobility, as well as temporal and spatial features. Results demonstrate the feasibility of the proposed model.
Keywords :
mobile computing; social networking (online); HMM; citizenship; cultural diversity; cultural factor; data dissemination protocols; human mobility models; hybrid human mobility model; hybrid mobility; language diversity; language factor; social behavior; social diversity; social factors; social networks; spatial feature; temporal feature; Communities; Cultural differences; Data models; Global communication; Hidden Markov models; Protocols; Social network services; Cultural Impact; Human Mobility Models; Hybrid Mobility Model; Opportunistic Networks; Social Networks;
Conference_Titel :
Collaborative Computing: Networking, Applications and Worksharing (Collaboratecom), 2013 9th International Conference Conference on
Conference_Location :
Austin, TX