A modelling framework for social media monitoring. (1st January 2013)

• Record Type: Journal Article
• Authors: Semenov, Alexander; Veijalainen, Jari
• Is Part Of: International journal of Web engineering and technology. Volume 8:Number 3(2013)
• Page Start: 217
• Page End: 249
• Publication Date: 2013-01-01
• Subjects: social network analysis -- social media monitoring -- information modelling -- ontologies -- temporal graph repository -- multirelational graph -- graph database -- temporal database -- social networks -- crawling; World Wide Web -- Periodicals; Web site development -- Periodicals; Application software -- Development -- Periodicals; 006.7
• Languages: English
• ISSNs: 1476-1289

Abstract

This paper describes a hierarchical, three-level modelling framework for monitoring social media. Immediate social reality is modelled through the first level of the models. They represent various virtual communities at social media sites and adhere to the social world models of the sites, i.e., the 'site ontologies'. The second-level model is a temporal multirelational graph that captures the static and dynamic properties of the first-level models from the perspective of the monitoring site. The third-level model consists of a temporal relational database scheme that models the temporal multirelational graph within the database. The models are specified and instantiated at the monitoring site. An important contribution of the paper is the description of the mappings between the modelling levels and their schematic algorithmic implementation within the monitoring site. The paper also describes theoretical limits for the accuracy and timeliness of monitoring activity, assuming that the monitoring is performed remotely over the internet.