INTELLIGENT GENETIC HYBRID CLUSTERING DATA ANALYTICS METHOD IMPLEMENTING EFFICIENT NEWS FEED SERVICES IN ONLINE MOBILE APPLICATIONS
European Journal of Molecular & Clinical Medicine,
2020, Volume 7, Issue 2, Pages 3219-3225
AbstractThis demonstration concerns a system designed and implemented to automatically build multimodal
aggregations of informative news items coming from the two domains of digital television and the
web. Though in recent times several technological solutions have addressed the problem of clustering
online articles, little is available which is capable of integrating these two sources of information.
The demonstrated system is based on a novel hybrid clustering approach able to construct a
directed graph of items representing a certain event (e.g., the tour of the Olympic torch), and to deliver
an RSS service in which each item includes contributions coming from the two domains. Inhouse
experimental evaluations have already proved the efficacy and accuracy of the service.
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