The latest outputs from researchers, alumni and friends at the UCL Centre for Advanced Spatial Analysis (CASA).
While in the past we have written about how we can use agent-based models to capture basic patterns of life, and even developed a simulations, but until now we have never really demonstrated how we go about this. However, at the SIGSPATIAL 2024 c…
Continue reading »In the past we have written about the use of synthetic populations and their use in agent-based models. We are finding such synthetic populations to be extremely useful in the creation or initialization of agent-based models. To give you a sense of how…
Continue reading »In the past we have explored how agent-based modeling can be used to study vaccine uptake and what is the mechanism underlying the diffusion of different vaccine opinions in hybrid spaces (e.g., physical, relational and cyber) can affect individua…
Continue reading »Just a quick post, In recently released Encyclopedia of Human Geography edited by Barney Warf we were asked to write a short chapter entitled “Agent-based Models and Geography” In the chapter we discuss how over the last several decades, age…
Continue reading »The effects of educational attainment on individuals and society have been the subject of much research. However, there is still a need to study what factors matter the most, and what is worth investing more time and resources into, and how new methods…
Continue reading »Building upon last year’s successful sessions related to geosimulation, were various topics and issues from across the urban, social and environmental fields and the resulting application areas. More excitingly, we are witnessing the emergence of the …
Continue reading »Lineage distribution of SARS-CoV-2 across geographic regions of Ontario, Canada, Western New York, and New York City over timeIn the past we have posted on using agent-based models for explore the spread of diseases. We have been keeping up with this w…
Continue reading »Last week I had the honor to give a keynote talk entitled “Exploring the World from the Bottom Up with GIS and Agent-based Models: Past, Present and Future” at the 19th annual Social Simulation Conference which is the European Social Simulation Associa…
Continue reading »In the past we have wrote about using simulation to build synthetic datasets for trajectory analysis due to the limited availability of real world comprehensive datasets. In relation to this work we (Andreas Züfle, Dieter Pfoser, Carola…
Continue reading »Call for Abstracts! At the 2024 American Geophysical Union (AGU) meeting to be held during the 9th to 13th of December in Washington, D.C., Carter Christopher, Wenwen Li, Gautam Thakur and myself are organizing a session entitled: “…
Continue reading »In the recent edition of Key Thinkers on Space and Place edited by Mary Gilmartin, Phil Hubbard, Rob Kitchin and Sue Roberts, I was asked to write a chapter about Mike Batty. While I have known Mike for a while, to say writing …
Continue reading »In the past we have explored various ways to explore vaccine hesitancy and keeping with this theme we have a new paper published in PLOS ONE entitled “Understanding the determinants of vaccine hesitancy in the United States: A comparison of social surv…
Continue reading »Looker room layouts (Source: Gao et al., 2024)One of my favorite winter activities is skiing and now that all the skiing places in the North East have closed (for those interested Killington, VT closed last Saturday), I thought it would be interes…
Continue reading »Its hard to believe that Environment and Planning B (EPB) is turning 50. To celebrate the fact, we have a special issue. Among the many number of contributed commentaries and editorials Mike Batty discusses the history of the journal, and I h…
Continue reading »In past blog posts we have discussed how one can use social media to study vaccine discussions and even tried to build a very simple disease model where vaccination rates were a factor in the spread of an outbreak. However, when it comes to vaccination…
Continue reading »At the recent American Association of Geographers (AAG) Annual Meeting in Honolulu, Hawaii, our group had several presentations showcasing some of the research we are doing here at the University at Buffalo with respect to agent-based modeling, social …
Continue reading »At the upcoming American Association of Geographers (AAG) Annual Meeting in Honolulu, Hawaii, we (Alison Heppenstall, Na (Richard) Jiang, Gary Polhill, Andrew Crooks, Raja Sengupta, Suzana Dragicevic, Sarah Wise, Jeon-Young Kang) have organized 3 sessi…
Continue reading »In the past we have blogged about the challenges of agent-based modeling but one thing we have not written much about is the challenge of uncertainty especailly when it comes to model calibration. This uncertainty is a challenge when it when it co…
Continue reading »Quantifying community resilience especially after a disaster is an open research challenge. However, with the growth in mobility datasets such as SafeGraph we are being given new opportunities to study how communities rebound from disaster. &…
Continue reading »Over the last year or so there has been a lot of hype about artificial intelligence (AI) and Large Language Models (LLMs) in particular, such as Generative Pre-trained Transformers (GPT) like ChatGPT. In a recent editorial in Environment and Planning B…
Continue reading »Over the years, we have been creating synthetic populations that try and mimic the populations which we are trying to study. To some extent this fits a large research area which has become known as Agent-Based Computational Demography (ABCD). As …
Continue reading »In the past on this site we have written about how one can use social media to study the world around us. Often the focus has been on Twitter but that is not the only social media platform available. Another is Flickr, and while in past posts hav…
Continue reading »Following on from the last post, we (Hossein Amiri, Shiyang Ruan, Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Dieter Pfoser, Carola Wenk and Andreas Zufle and myself) have a paper in the Data and Resources trac…
Continue reading »In the past the blog has explored the creation of social networks for models. Keeping with this vain of research, I was fortunate to work with Ketevan Gallagher, Taylor Anderson and Andreas Züfle to consider the role of locatio…
Continue reading »Often we are building geographically explicit agent-based models we spend a lot of time creating the synthetic population to instantiate our artificial world. We have tired to overcome this with creating methods to generate such populations (see this o…
Continue reading »Over the years we have developed several agent-based models that have explored various aspects of farming, ranging from farmers selling their land for development to that of water reuse. Keeping with this theme, we have a new paper with Kazi Ullah and …
Continue reading »In the past, this blog has explored several aspects of Detroit, such as how well its covered with Volunteered Street View Imagery or how through the use of agent-based models one can explore issues with urban shrinkage. Keeping up with the theme of shr…
Continue reading »The other week Yingjie Hu and myself co-organized a session entitled “Spatial Data Science for Disaster Resilience” as part for the 4th Spatial Data Science Symposium (SDSS 2023). Session Abstract: Natural disasters, such as hurricanes, flood…
Continue reading »As part of the The 10th Anniversary Symposium on Human Dynamics Research which will take place at the 2024 American Association of Geographers (AAG) Annual Meeting in Honolulu, Hawaii between Tuesday, April 16 – Saturday, April 20, 2024 we are or…
Continue reading »At the upcoming International Conference on Geographic Information Science (GIScience 2023) Boyu Wang and myself have a new paper entitled “Agent-Based Modeling of Consumer Choice by Utilizing Crowdsourced Data and Deep Learning.” In the paper we explo…
Continue reading »Often I get asked about how to learn about agent-based modeling (ABM). While we have a book on this with respect to GIS and ABM, the other day, Jiaqi Ge posted a question about free ABM online courses on the SIMSOC mailing list and I though it would be…
Continue reading »While there has been a lot written about COVID-19 Angela Yao, Bin Jiang, Jukka Krisp, Xintao Liu, and Haosheng Huang and myself have just recently wrapped up a special issue in Environment and Planning B and how it can be studied through the lens…
Continue reading »While there has been a lot written about COVID-19 Angela Yao, Bin Jiang, Jukka Krisp, Xintao Liu, and Haosheng Huang and myself have just recently wrapped up a special issue in Environment and Planning B and how it can be studied through the lens…
Continue reading »Our last paper at the Annual Modeling and Simulation Conference (ANNSIM) is entitled “Simulation and Optimization Techniques for the Mitigation of Disruptions to Supply Chains” where we (Raj Patel, Abhisekh Rana, Sean Luke, Carlotta Domeniconi, Hamdi K…
Continue reading »Our last paper at the Annual Modeling and Simulation Conference (ANNSIM) is entitled “Simulation and Optimization Techniques for the Mitigation of Disruptions to Supply Chains” where we (Raj Patel, Abhisekh Rana, Sean Luke, Carlotta Domeniconi, Hamdi K…
Continue reading »Readers of this blog might gather that we are constantly developing agent-based models to study and better understand a wide range of problems but unlike in say the software industry, agent-based model development is rather ad hoc in terms of a standar…
Continue reading »Readers of this blog might gather that we are constantly developing agent-based models to study and better understand a wide range of problems but unlike in say the software industry, agent-based model development is rather ad hoc in terms of a standar…
Continue reading »At the upcoming Annual Modeling and Simulation Conference (ANNSIM) we have several papers being presented. One of which is with Troy Curry and Arie Croitoru entitled “Modeling Forced Migration: A System Dynamic Approach.” In this paper we study how for…
Continue reading »At the upcoming Annual Modeling and Simulation Conference (ANNSIM) we have several papers being presented. One of which is with Troy Curry and Arie Croitoru entitled “Modeling Forced Migration: A System Dynamic Approach.” In this paper we study how for…
Continue reading »Reader of the blog know we use predominantly MASON, NetLogo and MESA for our modeling projects but there are others (which we have discussed in other posts). To this end, recently over on the SIMSOC@JISCMAIL.AC.UK mailing list, Alexis Drogoul announced…
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