I am Naomi Arnold, a PhD student within the Networks group in the School of Electronic Engineering and Computer Science at Queen Mary University of London. My supervisors are Richard Clegg and Raul Mondragon. My research interests are broadly in modelling different social and information systems as evolving graphs. Specific areas of interest to me are:
- Network growth models: model selection and changepoint detection.
- Tools for temporal networks.
I maintain the FETA (Framework for Evolving Topology Analysis) codebase with Richard Clegg, which can be used for generating graphs from different growth models, and for model selection (paper describing the background and process here).
I am a Teaching Fellow at the QMUL School of EECS, delivering some of the Digital Media and Social Networks course, as well as running the Data Analytics microcredential module, supervising MSc projects and providing Java support for first year students.
I am also a contributor to the Raphtory software for the analysis of temporal graphs.
- Paper accepted at Nature Scientific Reports! Likelihood based method to distinguish mixtures of network models that vary in time
- Gave a talk at the QMUL Institute of Applied Data Science PhD Forum: Investigating the Alt-Right Network Gab using Temporal Interaction Graphs
- This year I am again teaching the Digital Media and Social Networks course at QMUL.
- I am now a Teaching Fellow at the School of EECS, QMUL!
- Talk at Mishcon de Reya’s reading group: Temporal graph analysis of the far-right social network Gab
- Preprint on the arXiv: Moving with the Times: Investigating the Alt-Right Network Gab using Temporal Interaction Graphs
- Two posters accepted at Complenet 2020: “Changing the tune: mixtures of network models that vary in time” and “What window works? The effect of varying temporal depth when analysing social network user interactions”.
- This year I will be teaching part of the Digital Media and Social Networks course at QMUL.
- Preprint on the arXiv: Changing the tune: mixtures of network models that vary in time
- Attended the ACM Internet Measurements Conference in Amsterdam, the Netherlands, thanks to an ACM student travel grant.
- Won the Brendan Murphy Prize for my talk “Mixed and time-varying models for network formation” at Coseners.
- Presenting at the Multi-Service Networks Workshop (Coseners) in Abingdon, UK
- Presenting with Richard Clegg at the 3rd UK Workshop on Network Science in Leeds, UK
- Participated in the Shadow TPC of the ACM Internet Measurements Conference
- Attending the NetSci conference in Burlington, Vermont.
- Taking part in the Winter Workshop on Complex Systems in Zakopane, Poland.
- Elected to the council for the Complex Systems Society
- Attending and giving a talk at the Mediterranean School of Complex Networks in Salina, Italy.
- Attending the 17th Mathematics of Networks meeting in Sheffield, UK.
- Attending and presenting at the Conference for Complex Systems in Thessaloniki, Greece.
- Teaching at the Murray Edwards College STEP summer school in Cambridge, UK.
- Presenting at the Multi-Service Networking Workshop in Abingdon, UK.