Version 2 Universidade Nacional da Irlanda em Galway -- Ciência sem Fronteiras PhD Project Template Use one form per project Please complete & submit to international@nuigalway.ie as soon as possible, and by 27/11/2012 In your email, begin the subject line with [SWB] (be sure to use square brackets) to ensure that your email is filed correctly. Emails will be automatically filed PI name & contact details: School: Colm O’Riordan Information Technology colm.oriordan@nuigalway.ie Josephine Griffith Information Technology Josephine.griffith@nuigalway.ie School of Engineering and Informatics Has project been agreed with head (or nominee) of proposed registration school? Yes Research Centre / group affiliation: Computational Intelligence Research group Research group / centre website: http://www3.it.nuigalway.ie/cirg/ PI website / link to CV: http://ww2.it.nuigalway.ie/staff/colmor/c.html Brief summary of PI research / research group / centre activity (2 or 3 lines max): The research group has been in existence since 1999 with in excess of 140 peer-reviewed publications in the following domains Information Retrieval, Collaborative Filtering, Machine learning, Evolutionary Computation and Evolutionary Game Theory. PI’s research interests and activities information retrieval, evolutionary computation and evolutionary game theory. Title & brief description of PhD project (suitable for publication on web): Analysis and predication of growth in dynamic graphs on social media The increased use of social media such as facebook and twitter has led to the growth of research into such graphs. One of the open questions is to predict the growth of such graphs and the spread of information through these graphs. In this work, graphs will be built based on interconnections between people (and clusters of people). Properties relating to the growth of such graphs will be captured. Data mining approaches will be used to predict new connections in the graph and also to predict what type of behaviour will lead to activity by other posters. In order to attempt to predict this will mine the relationships between graph properties, user activities and the resulting activities by other users. Version 2 Universidade Nacional da Irlanda em Galway -- Ciência sem Fronteiras Unique selling points of PhD project in NUI Galway: For this project, the PI and group has much experience in graph algorithms and data mining. There are also strong collaborative links with fellow researchers in the domain in information technology, mathematics and marketing. The university boasts suitable supports for international students (international office) and structured PhD programmes where students can support their research through related modules. Name & contact details for project queries, if different from PI named above: Please indicate the graduates of which disciplines that should apply: Computer Science/Engineering Informatics Ciência sem Fronteiras / Science Without Borders Priority Area: Please indicate the specific programme priority area under which the proposed PhD project fits- choose only one (tick box): Engineering and other technological areas Pure and Natural Sciences (e.g. mathematics, physics, chemistry)/Physical Sciences (Mathematics, Physics, Chemistry, Biology and Geosciences) Health and Biomedical Sciences / Clinical, Pré-clinical and Health Sciences Information and Communication Technologies (ICTs), Computing X Aerospace Pharmaceuticals Sustainable Agricultural Production Oil, Gas and Coal Renewable Energy Minerals, Minerals Technology Biotechnology Nanotechnology and New Materials Technologies for Prevention and Mitigation of Natural Disasters Bioprospecting and Biodiversity Marine Sciences Creative Industry New technologies in constructive engineering Please indicate which of the following applies to this project (referring to Science Without Borders arrangements): Version 2 Universidade Nacional da Irlanda em Galway -- Ciência sem Fronteiras Suitable only as a Full PhD (Y/N): _ _Y__ Available to candidates seeking a Sandwich PhD arrangement (Y/N): _____ Suitable for either/Don’t know: _____