9th International Symposium

DATAMOD 2020

From Data to Models and Back

A satellite event of the International conference on information and knowledge management - CIKM

20 OCTOBER 2020

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Covid Alert

DataMod will be a fully virtual workshop, with no travel involved, and presentation will be given via pre-recorded videos, followed by synchronized online discussions during the scheduled workshop period.

About Datamod 2020

DataMod 2020 aims at bringing together practitioners and researchers from academia, industry and research institutions interested in the combined application of computational modelling methods with data-driven techniques from the areas of knowledge management, data mining and machine learning. Modelling methodologies of interest include automata, agents, Petri nets, process algebras and rewriting systems. Application domains include social systems, ecology, biology, medicine, smart cities, governance, security, education, software engineering, and any other field that deals with complex systems and large amounts of data. Papers can present research results in any of the themes of interest for the symposium as well as application experiences, tools and promising preliminary ideas. Papers dealing with synergistic approaches that integrate modelling and knowledge management/discovery or that exploit knowledge management/discovery to develop/syntesise system models are especially welcome.

DATE 20 October 2020

LOCATION Online conference

OUR TWITTER

CHANNEL

Revised versions of accepted papers will be published after the Symposium in a LNCS volume published by Springer.

Important dates

DataMod will be a fully virtual workshop.

On this basis deadlines for submissions have been updated.

We hope that you all stay safe in those exceptional circumstances.

20 OCTOBER 2020

RESEARCH PAPERS – SHORT AND FULL

  • Abstract submission deadline: 14 August 2020
  • Paper submission deadline: 21 August 202028 August 2020
  • Acceptance notification: 28 September 2020
  • Camera ready due: TBA

PRESENTATION REPORT

  • Presentation report deadline: 21 September 2020
  • Acceptance notification: 28 September 2020

Topics of interest

Modelling and analysis methodologies include

  • Agent-based Methodologies
  • Automata-based Methodologies
  • Big Data Analytics
  • Cellular Automata
  • Classification
  • Clustering, Segmentation and Profiling
  • Conformance Analysis
  • Constraint Programming
  • Data Mining
  • Differential Equations
  • Game Theory
  • Machine Learning
  • Membrane Systems
  • Network Theory and Analysis
  • Ontologies
  • Optimisation Modelling
  • Petri Nets
  • Process Calculi
  • Process Mining
  • Rewriting Systems
  • Spatio-temporal Data Analysis/Mining
  • Statistical Model Checking
  • Text Mining
  • Topological Data Analysis

Application domains include:

  • Biology
  • Brain Data and Simulation
  • Business Process Management
  • Climate Change
  • Cybersecurity
  • Ecology
  • Education
  • Environmental Risk Assessment and Management
  • Enterprise Architectures
  • Epidemiology
  • Genetics and Genomics
  • Governance
  • HCI and Human Behaviour
  • Open Source Software Development and Communities
  • Pharmacology
  • Resilience Engineering
  • Safety and Security Risk Assessment
  • Social Good
  • Social Software Engineering
  • Social Systems
  • Sustainable Development
  • Threat modelling and analysis
  • Urban Ecology
  • Smart Cities and Smart Lands

Synergistic approaches include:

  • 1. Use of modelling methods and notations in a knowledge management/discovery context
  • 2. Development and use of common modelling and knowledge management/discovery frameworks to explore and understand complex systems from the application domains of interest

Paper Submission and Publication

Guidelines for submissions:

Papers can take one of the following three forms:

  • Regular (research, tool or position) paper, up to 15 pages
  • Short (research, tool or position) paper, up to 8 pages
  • Presentation report, up to 4 page
  • Presentation reports concern recent or ongoing work on relevant topics and ideas, for timely discussion and feedback at the workshop. There is no restriction as for previous/future publication of the contents of a presentation. Typically, a presentation is based on a paper which recently appeared (or which is going to appear) in the proceedings of another recognised conference, or which has not yet been submitted. Presentation reports will receive a lightweight review to establish their relevance for DataMod (see the Call for Presentation Reports).

    SUBMISSION

    Authors are invited to submit their contributions via Easychair. The Easychair submission webpage is available at Submit on Easychair

    All papers should be written in English and prepared using the specific LNCS templates available at Submission Template

    Springer’s proceedings LaTeX templates are available in Overleaf.

    Authors should consult Springer’s authors’ guidelines and use their proceedings templates, either for LaTeX or for Word, for the preparation of their papers. Springer encourages authors to include their ORCIDs in their papers. In addition, the corresponding author of each paper, acting on behalf of all of the authors of that paper, must complete and sign a Consent-to-Publish form. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the files have been sent to Springer, changes relating to the authorship of the papers cannot be made.

    Each paper will be reviewed by three Program Committee members. Notification and reviews will be communicated via email through the Easychair platform.

    PUBLICATION

    Accepted papers will be included in the Symposium programme and will appear in the symposium pre-proceedings. Pre-proceedings will be available online before the Symposium. Condition for inclusion in the pre-proceedings is that at least one of the co-authors has registered for the Symposium. Revised versions of accepted papers will be published after the Symposium in a LNCS volume published by Springer. Condition for inclusion in the post-proceedings is that at least one of the co-authors has presented the paper at the Symposium. A special issue of a relevant journal devoted to extended versions of DataMod papers is planned.

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    Time left until the conference start

    20 October 2020 - a fully virtual conference

    Keynote Speakers

    To be announced.

    Conference Schedule

    Full Paper (20 minutes)
    Short Paper (10 minutes)
    Presentation Report (10 minutes)

    Tuesday, October 20

    09:00 - 09:30
    Opening
    CHAIR: TBA
    09:30 - 10:30
    Keynote
    TITLE TBA
    Michael Vinov
    IBM Research, Haifa
    10:30 - 11:00
    Coffee break
    11:00 - 12:20
    Machine Learning Topics
    SESSION CHAIR: TBA

    Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks

    Alastair Finlinson and Sotiris Moschoyiannis

    Exploring graph-based neural networks for automatic brain tumor segmentation

    Camillo Saueressig, Elliot Kang, Adam Berkley, Reshma Munbodh and Ritambhara Singh

    Combining Machine Learning and Constraint Programming for Optimising Surgical Scheduling

    Viktor Sergeev, Guilherme Alfredo Redeker, Thais Webber and Juliana Küster Filipe Bowles

    STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction

    Weiguo Pian, Yingbo Wu and Ziyi Kou
    12:20 - 14:00
    Lunch
    14:00 - 15:30
    Simulation-Based Approach
    SESSION CHAIR: Giovanna Broccia, FMT Lab, ISTI-CNR

    A Simulation-based Approach for the Behavioural Analysis of Cancer Pathways

    Agastya Silvina, Guilherme Alfredo Redeker, Thais Webber and Juliana Küster Filipe Bowles

    Discovering the impact of notifications on social network addiction

    Lucia Nasti, Andrea Michienzi and Barbara Guidi

    A simulation study on demand disruptions and limited resources for healthcare provision

    Juliana Küster Filipe Bowles, Ricardo Melo Czekster, Guilherme Alfredo Redeker and Thais Webber

    A Formal Model for Emulating the Generation of Human Knowledge in Semantic Memory

    Antonio Cerone and Graham Pluck

    Analysis of COVID-19 data with PRISM: preliminary thoughts

    Paolo Milazzo

    A Formal Model of Early Biofilm Formation

    Antonio Cerone and Enrico Marsili
    15:30 - 16:00
    Coffee break
    16:00 - 17:20
    Data Mining and Processing Related Approaches
    SESSION CHAIR: TBA

    Query Rewriting On Path Views Without Integrity Constraints

    Julien Romero, Nicoleta Preda and Fabian M. Suchanek

    Evaluating Trace Encoding Methods in Process Mining

    Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani and Gabriel Marques Tavares

    Semantic Annotations in Clinical Guidelines

    Fahrurrozi Rahman and Juliana Küster Filipe Bowles

    Deriving Performance Measures of Radiation Therapy Workflow from Real-Time Data

    Reshma Munbodh, Kara Leonard and Eric Klein

    Handshape Classification in a Reverse Dictionary of Sign Languages for the Deaf

    Alikhan Abutalipov, Antonio Cerone, Aigerim Janaliyeva and Anara Sandygulova
    17:20 - 18:00
    Discussion

    Organization

    PROGRAM CO-CHAIRS

    • Juliana Bowles, Computer Science, University of St Andrews
    • Giovanna Broccia, FMT Lab, ISTI-CNR, Italy
    • Mirco Nanni, KDD Lab, ISTI-CNR, Italy

    ORGANIZING COMMITEE

    • Oana Andrei, University of Glasgow, UK
    • Antonio Cerone, Nazarbayev University, Kazakhstan
    • Paolo Milazzo, University of Pisa, Italy

    STEERING COMMITEE

    • Oana Andrei, University of Glasgow, UK
    • Antonio Cerone, Nazarbayev University, Kazakhstan
    • Vashti Galpin, University of Edinburgh, UK
    • Riccardo Guidotti, University of Pisa, Italy
    • Marijn Janssen, Delft University of Technology, the Netherlands
    • Stan Matwin, University of Ottawa, Canada
    • Paolo Milazzo, University of Pisa, Italy
    • Anna Monreale, University of Pisa, Italy
    • Mirco Nanni, ISTI-CNR, Italy

    PROGRAM COMMITEE

    • Oana Andrei, University of Glasgow, UK
    • Davide Basile, ISTI-CNR, Italy
    • Mario Boley, Monash University, Australia
    • Juliana Bowles, University of St Andrews, UK (Co-Chair)
    • Giovanna Broccia, ISTI-CNR, Italy (Co-Chair)
    • Marco Caminati, University of St Andrews, UK
    • Antonio Cerone, Nazarbayev University, Kazakhstan
    • Ricardo Czekster, University of Newcastle, UK
    • Flavio Ferrarotti, SCCH, Austria
    • Lars Kotthoff, University of Wyoming, USA
    • Giulio Masetti, ISTI-CNR, Italy
    • Sotiris Moschoyiannis, University of Surrey, UK
    • Paolo Milazzo, University of Pisa, Italy
    • Anna Monreale, University of Pisa, Italy
    • Reshma Munbodh, Brown University, USA
    • Mirco Nanni, ISTI-CNR, Italy (Co-Chair)
    • Lucia Nasti, University of Pisa, Italy
    • Céline Robardet, INSA Lyon, France

    Online conference

    DataMod2020 will be held fully online. Presentation will be given via pre-recorded videos, followed by synchronized online discussions during the scheduled workshop period.

    Contact Info