
‘Computing Italianicity; Semantic Software’; a machine learning system designed by Karen Cham (2006)
“Content Retrieval using Narrative Ontologies (CRuNO)”, PhD
This CISM Faculty Scholarship offers a £16,000 per annum bursary (for a maximum of three years). In addition, Home/EU fees will be covered as well as funding for equipment, conference trips and training.
The proposed PhD, co-supervised by Karen Cham and in collaboration with the British Film Institute (BFi), will develop methods and methodologies to investigate the automatic extraction of semantic concepts out of produced video content. Many categories of video content are produced following the well established codes and conventions of media production in order to convey concepts. These categories include different genres of feature film and drama as well as advertisements. Such conventions in form and content act to engage the viewer by signifying emotional concepts such as ‘freedom’, ‘success’, ‘authority’, ‘danger’ etc. The proposed research project will investigate techniques for automatic analysis of this content, and develop appropriate representations for this task by testing established methodologies from theoretical analysis to allow machine learning of the relationship between the two. The aim is to allow automatic tagging of video content using these high level semantic concepts, which can then be used to effectively search for video content http://cism.kingston.ac.uk/research/vacancies/details.php?VacancyID=115








