Tag Archives: conference

EAA goes digital!

This year the EAA (European Association of Archaeologists) Annual Meeting is taking place between 5-8 September 2018 in the loveliest of cities – Barcelona. We have prepared an exciting set of simulation-complexity-data related events, so if you use a computer in your research this EAA will be the most exciting yet!


During the conference we will be running a standard paper sessionCAA@EAA: Computational Models in Archaeology (abstract below) focusing on formal, computational models in archaeology (not exclusively simulation, but we do like our ABMs ;). The abstract deadline is 15 February. You can submit your abstract via the EAA system.

On top of that throughout the conference we will offer Data Clinic – a personalised one-to-one consultation with data and modelling specialists (summary below). In order to give us a head-start with matching archaeologists to data experts we ask participants to submit a short summary outlining their data, research questions and the ideas they may already have via the standard route of the EAA system (please note, that as an alternative format it will not count towards the paper limit imposed by the EAA).

Finally, we are very excited to announce the Summer School in Digital Archaeology which will take place immediately after the EAA, between 10-14 September 2018. A week of hands-on tutorials, seminars, team challenges and intensive learning, the Summer School will provide an in depth training in formal computational models focusing on data modelling, network science, semantic web and agent-based modelling. Thanks to the generous support of the Complex Systems Society we are able to offer a number of bursaries for the participants. For more details please see the School website; we recommend to pre-register as soon as possible (pre-registration form).

Please feel free to pass this info onto your colleagues and students who might be interested. 

We hope to see many of you in sunny Barcelona! 


Session: #672 CAA @ EAA: Computational Models in Archaeology

Theories and methods in archaeological sciences
Session format:
Session, made up of a combination of papers, max. 15 minutes each

Models are pervasive in archaeology. In addition to the high volume of empirical archaeological research, there is a strong and constant interest among archaeologists and historians in questions regarding the nature, mechanisms and particularities of social and socio-natural processes and interactions in the past. However, for the most part these models are constructed using non-formal verbal arguments and conceptual hypothesis building, which makes it difficult to test them against available data or to understand the behaviour of more complex models of past phenomena.

The aim of this session is to discuss the role of formal computational modelling in archaeological theory-building and to showcase applications of the approach. This session will showcase the slowly changing trend in our discipline towards more common use of formal methods.

We invite contributions applying computational and quantitative methods such as GIS, data analysis and management, simulation, network science, ontologies, and others to study past phenomena concerned with societal change, human-environment interactions and various aspects of past systems such as economy, cultural evolution or migration. Methodological and theoretical papers on the benefits and challenges of quantification, the epistemology of formal methods and the use of archaeological material as a proxy for social processes are also welcome.

Main organisers:
dr Iza Romanowska (Spain), dr Luce Prignano (Spain), María Coto-Sarmiento (Spain), dr Tom Brughmans (United Kingdom), Ignacio Morer (Spain)

Session: #663 Archaeological Data Clinic. Personalised consulting to get the best of your data.

Theories and methods in archaeological sciences
Session format:
Discussion session: Personalised consulting to get the best of archaeologial data. We will set up meetings with an expert in data analysis / network science / agent-based modelling.

In the ideal world we would all have enough time to learn statistics, data analysis, R, several foreign and ancient languages and to read the complete works by Foucault. In reality, most researchers artfully walk the thin line between knowing enough and bluffing. The aim of this workshop is to streamline the process by pairing archaeologists with data and computer science specialists.

  • If you have a dataset and no idea what to do with it…
  • if you think PCA/least cost paths / network analysis / agent-based modelling is the way forward for your project but you don’t know how to get started…
  • If you need a second opinion to ensure that what you’ve already done makes sense…

…then this drop-in clinic is for you. 

Let us know about your case by submitting an abstract with the following information:

  • A few sentences project outline;
  • Type and amount of data;
  • Research question(s);
  • What type of analysis you’d like to perform? (if known).

We will set up a meeting with an expert in data analysis / network science / agent-based modelling. They will help you to query and wrangle your data, to analyse and visualise it and to guide you on the next steps. They may help you choose the right software or point you towards a study where similar problems have been solved. In a nutshell, they will save you a lot of time and frustration and make your research go further!


Main Organisers:
Dr Luce Prignano (Spain), Dr Iza Romanowska (Spain), Dr Sergi Lozano (Spain), Dr Francesca Fulminante (United Kingdom), Dr Rob Witcher (United Kingdom), Dr Tom Brughmans (United Kingdom).

CAA 2018 is coming up

The CAA (Computer Applications and Quantitative Methods) Conference has been for the last few years the main venue to modelling archaeologists. Next year does not disappoint either. In fact, CAA Tubingen features what may be the largest selection on simulation, complexity and ABM yet. The CfP closes on midnight,  29th of October (Sunday). Follow this link to submit an abstract.

To spare you some time here’s a quick selection + summary; You will find full session abstracts further below.

S19 Agents, networks and models – the overarching session for all things complexity, simulation, networks etc. If in doubt submit here.

S10 Expanding horizons – roundtable on computational models of large scale human/hominin movement, such as migrations, colonisations, etc.

S17 Early human land use – if your agents lived in Pleistocene Europe and had big noses chances are you will fit in this session.

S9 Show your code – want to demo your ABM? Have an ingenious snippet of code that streamlines the data analysis? Share your genius with us! Note that submission to this session does not count towards your ‘one podium presentation’.

S22 Social Theory after the spacial turn – how could we account for cognitive, social, and agency-like factors in our spatial models? Discuss! Or write an ABM to show how.

S16 Play, Process and Procedure – a session on archaeo-gaming but also on artificial worlds so it would be a shame if it didn’t feature a couple of ABMs.

S34 R as an archaeological tool – some of us write our simulations in R. Others use it to analyse their outcomes or wrangle the inputs. Either way this will be an interesting session for any archaeological modeller.



S19 Agents, networks and models: formal approaches to systems, relationships and change in archaeology

Even if much ink has already been spilled on the need to use formal, computational methods to represents theories, compare alternative hypotheses and develop more complex narratives, the idea is still far from being firmly established in archaeology. Complexity Science provides a useful framework for formalising social and socio-natural models and it is often under this umbrella term that formal models are presented in archaeology. It has a particular appeal for researchers concerned with humans, thanks to its bottom-up focus, which stresses the importance of individual actions and interactions as well as relations between system elements. Equally, archaeology is a discipline where long-term, large-scale shifts in social change, human evolution, or interactions with the environment are at the heart of our interests. Complexity Science offers an arsenal of methods that were developed specifically to tackle these kind of research questions. This session will provide a forum for archaeological case studies developed using Complexity Science toolkits as well as for more methodological papers. We invite submissions of models at any stage of development from the first formalisation of the conceptual model to presenting final results. Possible topics include but are not limited to applications or discussions of the following approaches: – Agent-based and equation-based modelling, – Network science, – System dynamics, – Game theory, – Long-term change in social systems, – Evolutionary systems, – Social simulation in geographical space, – Complex urban systems, space syntax, gravity models.

Iza Romanowska, Tom Brughmans, Benjamin Davies 


S10 Expanding horizons: confronting issues of scale, resolution, and representation in the study of human expansions

Panelists of this roundtable session will discuss theoretical and methodological issues associated with the study of prehistoric human expansions and computational methods used to represent them. From the earliest hominin expansions in Africa and Eurasia, to the settlement of Australia and the New World, to explorations of the world’s oceans: the historical record of humanity is structured by the movements of people over the earth. Human expansions have been facilitated by changing environmental conditions, technological innovations, and shifts in the social relationships between different human groups, all of which have consequences for patterning observed in the archaeological record. Many major human movements occurred at spatial and temporal scales that differ from that of both archaeological investigations and many conceptions of human culture, leaving room for a good deal of uncertainty and presenting challenges to the construction of prehistoric narratives. Computational modelling approaches like GIS, network analyses, and agent-based models, offer opportunities to place these narratives in a framework where different potential historical processes can be assessed and uncertainty can be quantified. How we represent our ideas about the past in computational form involves trade-offs between realism and generality, as well as negotiations between different areas of expertise. This roundtable will include panelists from a range of research specialisations in order to expose common issues in the field of modeling human expansions and generate ideas about how best to bring together these areas of expertise.

Benjamin Davies, Nicholas Conard

S17 Early human land use strategies during Middle and Late Pleistocene glacial and interglacial times in Europe

The transition from the Middle to the Late Pleistocene is characterised by the transition from a distinct glacial cold phase (MIS 6) to a distinct interglacial warm phase (MIS 5e; Eemian sensu stricto). While changes in climate, environment, vegetation and fauna are obvious, this session aims at identifying possible differences or continuities in Neanderthal hominin performances, resource space and range between MIS 6 and MIS 5e. Several research questions have been addressed by researchers of the project ‘The Role of Culture in Early Expansions of Humans (ROCEEH) and will be discussed during the session. What did climate, environment and vegetation look like during a distinct cold phase and a distinct warm phase? Did corridors and barriers change? Are resource space and dietary breadth greater during a warm phase? Did changes between glacial and interglacial times have any impact on Neanderthal lifestyles and behaviours? Is there a relationship between changing climatic and environmental conditions and the distribution of Neanderthal sites? Can we observe different site preferences in Middle and Late Pleistocene Neanderthals? Did human land use strategies change? Are tool diversity and mobility different between MIS 6 and MIS 5e? Does an interglacial – or rather a glacial with stronger challenges – trigger an expansion of cultural capacities and/or performances? Do glacial or interglacial phases lead to specific cultural adaptations? Several computer-assisted methods from different scientific fields that have been (or might be) applied to answer such questions shall be discussed. They include, among others, measurements of tool diversity, tool-flake-core ratios and artifact density; agent based modelling; modelling of climate and vegetation; GIS-based analyses and modelling of geographic parameters. Colleagues from all scientific fields are invited to contribute to the session.

Michael Bolus, Angela Bruch

S9 Show your code: task streamlining, reproducibility and replicability in archaeological computing

Once a fringe component of archaeology, digital data and methods are rapidly becoming commonplace, changing how we learn about and discuss the past (Bevan 2015). This presents many technical challenges, but also an opportunity to reshape archaeological science by automating many of the most tedious tasks while encouraging reproducibility and replicability of computer applications. This session will be part seminar and part live-coding demonstration to which we invite anyone with a working piece of code that automates or streamlines any task that may be undertaken by an archaeological practitioner. We ask participants to show their code, explaining what the code does and how it works to make it easier for others to use it (Eglen et al. 2017). In doing so the session will showcase the principles and benefits of open science (sensu Nosek et al. 2015). We invite demonstrations from all points in the production of knowledge, from building and using archaeological databases, to statistical analyses and modelling (simulation, GIS, etc), to dissemination and public engagement. We also welcome more traditional papers that can bear on the following issues: -Improving usability and discoverability of code; -Communicating coding results with non-experts; -Managing concerns regarding intellectual property and data ownership; -Maintaining code and data in the long term; -Using code examples for teaching archaeology. Whether you are producing grand-scale syntheses of big data or those bits of programming that make life just a little easier, we want to see your code! All programming languages welcome. References: Bevan, Andrew. 2015. “The Data Deluge.” Antiquity 89 (348): 1473–84. doi:doi:10.15184/aqy.2015.102. Eglen, Stephen J., Ben Marwick, Yaroslav O. Halchenko, Michael Hanke, Shoaib Sufi, Padraig Gleeson, R. Angus Silver, et al. 2017. “Toward Standard Practices for Sharing Computer Code and Programs in Neuroscience.” Nature Neuroscience 20 (6): 770–73. doi:10.1038/nn.4550. Nosek, B. A., G. Alter, G. C. Banks, D. Borsboom, S. D. Bowman, S. J. Breckler, S. Buck, et al. 2015. “Promoting an Open Research Culture.” Science 348 (6242): 1422–25. doi:10.1126/science.aab2374.

Benjamin Davies, Iza Romanowska

S22 Social theory after the spatial turn

The past has always offered new and interesting insights that could be simulated, modelled and evaluated with computational approaches. In recent years the applications of advanced geospatial statistics, as well as modelling have become a central methodological framework to analyse past human behaviour and societies in general. However, often archaeological applications falls short on the capacities of these methods or massively overestimate their potential. On the one hand it is clearly related to the pursuit of model and test assumptions. On the other hand causal expectations are strongly simplified and in general more basic statistics are used. Predominantly, this leads to rather simple, purely environmentally constraint versions of reality, neglecting the presence of more than a topographical landscape with certain resources. Other factors, such as a “landscape of ancestors”, differing perception of space, or unknown human factors are mostly ignored in the models. The social sciences have constantly stressed the complexity of human decision making and have successfully implemented complex statistical procedures, such as sophisticated self-learning algorithms in order to achieve a better representation of reality. However, societies modelled in archaeology are often devoid of this cognitive human factor, which cannot be represented in the predominantly deterministic, almost Darwinian models. Furthermore – if at all – theoretical frameworks which were long since updated in social sciences are used to retrospectively interpret the model’s outcome. In this session we wish to address and discuss this problem in current archaeological human behavioural research with an interdisciplinary approach of archaeology and sociology. We welcome theoretical as well as practical contributions on the inclusion of social theory in geospatial analyses and predictive modelling, new ideas for a theoretical framework, and how archaeology can deal with the fuzziness of human decision making, which is never purely environmentally driven.

Chiara G. M. Girotto, Lennart Linde

S16 Play, Process, and Procedure: An Experiential Digital Archaeology

Videogames and virtual worlds have increasingly become areas in which archaeological research is situated. These emerging venues straddle the divide between analogue past and digital present, asking the archaeologist to consider where that divide exists in their own archaeology, or whether it exists at all. Through this session, researchers are asked to look towards these new settings for how process, procedure, and play are being incorporated into digital archaeology, and what challenges to traditional archaeological practice can be overcome by embracing spaces of play as research arenas. Designed as an experiential exercise, each participant is asked to condense their presentation into 15 minutes, and one digital slide. Immediately following the presentation of papers, a working session to incorporate the themes of the session into prototype archaeological experiences of play will see participants creating together, and making the results of their collaboration available for further comment and discussion during the conference.

Meghan Dennis, Lennart Linde, Megan von Ackermann, Tara Copplestone


S34 R as an archaeological tool: current state and directions

In recent years, R has silently become the workhorse for many quantitative archaeologists. It’s open source, platform-independent and can be linked very well with other programming languages. As an interpreted language with simple and flexible syntax it is easy to learn but hard to master. Due to its huge community, spanning from hobbyist to commercial data scientists and researchers from scientific fields like statistics, ecology or linguistics, the catalogue for freely available packages is enormous and continuously growing. The foundation of the R-Consortium, a group of corporations highly invested in R, including Microsoft, IBM and Google, pushed the language and its abilities further ahead. Nevertheless, there are still many colleagues who have not yet realised the potential of the language and how easy it is today to conduct high quality research with the available tools. This is reflected by the fact that the workflow of many students of archaeology is at best still limited to Excel or SPSS. The solutions for archaeological problems in R are already manifold — although maybe developed for a different purpose. For example spatial analysis, multivariate statistics and scientific visualisation are well reflected within popular R packages, which makes it a very useful tool for archaeological research, teaching and publication. R also provides an advanced environment to produce truly reproducible research, which will be of growing importance in the future of scientific dialogue. Within this session we would like to explore the state of the art and the potential application of R in archaeology. We invite presentations for this session that explore questions like (but not limited to): * What are the specific benefits of this statistical framework in the eyes of its users? * What are the possibilities? What are the limits? * What future directions might the usage of R in archaeology have? * Which archaeological package has been developed, and which package still has to be developed to improve the usability of the software for archaeologists? * What has to be considered to optimise the workflow with R? We especially would like to attract colleagues who might present archaeological R packages that are ready or in the making and demonstrate their relevance for archaeological analysis. Also we would like to encourage potential presenters to demonstrate their research approaches via live coding, for which we would support them in ensuring that their presentations will work offline and on foreign hardware. If desired, we would like to publish the session and the code in an open online book embedded with runnable code. We hope to foster a productive and inclusive exchange between both young and experienced users from all backgrounds.

Clemens Schmid, Ben Marwick, Benjamin Serbe, Camille Butruille, Carolin Tietze, Christoph Rinne, Daniel Knitter, Dirk Seidensticker, Franziska Faupel, Joana Seguin, Manuel Broich, Martin Hinz, Moritz Mennenga, Nicole Grunert, Nils Müller-Scheeßel, Oliver Nakoinz, Wolfgang Hamer, Karin Kumar, Kay Schmütz 




Digital Archaeology Sessions at the Brazilian Archaeological Society Congress

Our colleagues in Brazil are planning two sessions on digital archaeology at the Brazilian Archaeological Society Congress (Teresina, 10-15 September). So if you working in or with South American archaeology, this may be of interest. Note the close deadline: 7th of July. For more information see below or get in touch with Grégoire van Havre (gvanhavre at gmail dot com).

Image source: wikipedia.org


Call for Papers - Brazilian Archaeology Society Congress

The Brazilian Archaeology Society will meet in Teresina (Brazil) in September 10-15, and there are two session proposals (yes, two!) dedicated to computers and digital archaeology. Check out the official website for more details (in Portuguese): http://www.sab2017.com.br. The call for papers was extended to July, 7.

Both sessions are calls to gather computer archaeologists from around the country, as well as people from abroad working in Southern American contexts, and discuss experiences and problems.

1. Computer resources for archaeology: from excavation to data analysis
2. IPads in the Trenches: Digital Archaeology in Brazil - where are we?

This will be the first time digital archaeology and computer matters will be directly addressed in a national congress in Brazil.

Come to Cancun to talk about the Evolution of Cultural Complexity

The annual Conference on Complex Systems is one of the scientific gatherings where researchers present, discuss and debunk all things complex. This year it would be a double shame to miss it since it takes place in Cancun, Mexico between 17-22 September. If anyone needs any more encouragement, we are organising an exciting session focused on the evolution of broadly defined cultural complexity. Please send your abstracts by the 26th of May here. Any questions? Drop us an email: ccs17-at-bsc-dot-es
Details below and on the website: https://ccs17.bsc.es/

– – – – – – – – – – – – – – – – – – – – – – – – – – –

Scientific Background

Human sociocultural evolution has been documented throughout the history of humans and earlier hominins. This evolution manifests itself through development from tools as simple as a rock used to break nuts, to something as complex as a spaceship able to land man on other planets. Equally, we have witnessed evolution of human population towards complex multilevel social organisation.

Although cases of decrease and loss of this type of complexity have been reported, in global terms it tends to increase with time. Despite its significance, the conditions and the factors driving this increase are still poorly understood and subject to debate. Different hypothesis trying to explain the rise of sociocultural complexity in human societies have been proposed (demographic factor, cognitive component, historical contingency…) but so far no consensus has been reached.

Here we raise a number of questions:

  1. Can we better define sociocultural complexity and confirm its general tendency to increase over the course of human history?
  2. What are the main factors enablingan increase of cultural complexity?
  3. Are there reliable way to measure the complexity in material culture and social organisationconstructs, that is?
  4. How can we quantify and compare the impact of different factors?
  5. What causes a loss of cultural complexity in a society? And how often these losses occurred in the past?

Goals of the session

In this satellite meeting we want to bring together a community of researchers coming from different scientific domains and interested in different aspect of the evolution of social and cultural complexity. From archaeologists, to linguists, social scientists, historians and artificial intelligence specialists – the topic of sociocultural complexity transgresses traditional discipline boundaries. We want to establish and promote a constructive dialogue incorporating different perspectives: theoretical as well as empirical approaches, research based on historical and archaeological sources, as well as actual evidences and contemporary theories. We are particularly interested in formal approaches which enable more constructive theory building and hypothesis testing. However, even establishing common vocabulary of terms and concepts and discussing the main methodological challenges in studying sociocultural complexity is an important step towards a more cohesive framework for the understanding of cultural evolution in general and for individual research case studies in particular. Our approach is informed by the convergence between simulation and formal methods in archaeological studies and recent developments in complex systems science and complex network analysis.

The session will focus but is not limited to:

  • Social dynamics of innovation.
  • Cumulative Culture and social learning.
  • Evolution of Technology and technological changes
  • Cognitive Process,Creativity, cooperation and innovation
  • Population Dynamics and Demographic Studies
  • Computer tools to understand the cultural evolutionary change

CAA 2016 Session Videos

Continuing on the video theme: awhile back we encouraged folks to attend this year’s Computer Applications in Archaeology conference in Oslo. It was a blast to attend, and Oslo is a really cool city to spend a week in. I even briefly considered staying on to start a career doing car advertisements..



However, if you weren’t able to make it up to Oslo, Doug Rocks-Macqueen, author of the excellent blog Doug’s Archaeology, has you covered: his session recordings have been making their way out on to the interwebs via his YouTube channel, Recording Archaeology. Now you can relive all of the action of CAA Oslo right in your own home!

Here’s a few of the sessions, helpfully organized as playlists of individual talks:

Linked pasts: Connecting islands of content

Methodology of archaeological simulation. Meeting of the Special Interest Group in Complex Systems Simulation

The road not taken: Modelling approaches to transport on local and regional scales

Can you model that? Applications of complex systems simulation to explore the past

Networking the past: Towards best practice in archaeological network science

Theorising the Digital: Digital Theoretical Archaeology Group (digiTAG) and the CAA

Interpretations from digital sensations? Using the digital sensory turn to discover new things about the past

For more videos, check out Recording Archaeology. And don’t forget to register for CAA 2017 in Atlanta!


CFP: Computational Social Science Society of the Americas, Santa Fe, Nov 17-20

The CSSSA will be hosting its annual conference in November, bringing researchers from all stripes of computational social science together in beautiful Santa Fe, New Mexico. According to the website, some of the topics to be discussed at the meeting include (but are not limited to):

  • Social network analysis
  • Agent-based models / modeling
  • Emergence
  • Economic models / resource allocation
  • Population dynamics
  • Ecosystems
  • Political/social systems
  • Biological systems / metabolism / bioenergetics
  • Efficiencies / fitness functions
  • Competition / cooperation
  • Networks / information flow
  • Social contagion
  • Vision / knowledge acquisition
  • Influence
  • Swarm intelligence
  • Adaptation / evolution
  • Decision making
  • Local knowledge / global patterns
  • Game theoretic models
  • Strategy
  • Learning

Applications close August 15th, 2016. For more information, check out the CSSSA website.

Image source: Wikimedia Commons/U.S. Public Domain

CSS2016 Amsterdam

If the most important annual conference in complex systems simulation is anything to go by then researchers in humanities are slowly infiltrating the ranks of complexity scientists.

This year the CSS (Complex Systems Society) conference is taking place in Amsterdam between 19-22 September. It is structured a bit differently than traditional conferences, that is, it consists of two main parts:

  • Core sessions such as “Foundations of Complex Systems” or “Socio-ecological Systems”, which are held every year, and
  • Satellite sessions, usually focusing on smaller topics or subdisciplines, which are proposed independently and, therefore, change from one year to another.

Archaeology (and humanities in general) has been on and off the agenda since 2013 but usually this meant one dedicated session and perhaps a paper or two in the core sessions classified as social systems simulations. However, this year there seems to be a bit of an explosion (let’s call it ‘exponential growth’!) in the number of sessions led by folk who have interest in the past. These three are particularly relevant:

10. Complexity and the Human Past: Unleashing the Potential of Archaeology and Related Disciplines
Organizer: Dr. Sergi Lozano

26. Complexity History. Complexity for History and History for Complexity 
Organizer: Assoc Prof. Andrea Nanetti

27. The Anthropogenic Earth System: Modeling Social Systems, Landscapes, and Urban Dynamics as a Coupled Human+Climate System up to Planetary Scale
Organizer: Dr. John T. Murphy

In addition, there are a number of satellite sessions that, although not dealing specifically with past systems, may be of interest for anyone who deals with evolution, urban development, economic systems or networks and game theory.  Finally, the most excellent student conference on complex systems (SCCS) will run just prior to the main event, between 16-18 September.

To submit an abstract, get in touch with the session organiser (you can find their emails here). The official deadline is 10th July, but the organisers may have imposed a different schedule so get in your abstract soon. And see you all in Amsterdam!

Image above: http://www.ccs2016.org



CAA in Atlanta: 2017 dates

The Simulating Complexity team is all coming home from a successful conference in Oslo. Highlights include a 2-day workshop on agent-based modeling led by the SimComp team, a roundtable on complexity and simulation approaches in archaeology, and a full-day session on simulation approaches in archaeology.

We are all looking forward to CAA 2017 in Atlanta. Dates were announced at Oslo, so start planning.

CAA2017 will be held at Georgia State University March 13th-18th. This leaves 2 weeks before the SAAs, so we hope to have a good turnout on simulation and complexity approaches at both meetings!