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      <title-group>
        <article-title>Introduction to the 4th HistoInformatics Workshop</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Mohammed Hasanuzzaman</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gae¨l Dias</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Adam Jatowt</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Marten Du¨ ring</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Antal van den Bosch</string-name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>ADAPT Centre, School of Computing, Dublin City University</institution>
          ,
          <addr-line>Dublin</addr-line>
          ,
          <country country="IE">Ireland</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>CNRS GREYC UMR 6072, University of Caen Normandie</institution>
          ,
          <addr-line>Caen</addr-line>
          ,
          <country country="FR">France</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Graduate School of Informatics, Kyoto University</institution>
          ,
          <addr-line>Kyoto</addr-line>
          ,
          <country country="JP">Japan</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Luxembourg Centre for</institution>
          ,
          <addr-line>Contemporary and Digital History, Esch-sur-Alzee</addr-line>
          ,
          <country country="LU">Luxembourg</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Meertens Instituut, Royal Netherlands, Academy for Arts and Sciences</institution>
          ,
          <addr-line>Amsterdam</addr-line>
          ,
          <country country="NL">Netherlands</country>
        </aff>
      </contrib-group>
      <abstract>
        <p />
      </abstract>
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    <sec id="sec-1">
      <title>-</title>
      <p>In line with global trends, historical records are increasingly
available in digital forms. Oen they are too big to be read or viewed
manually. Historians have then a keen interest in computational
approaches to process and study digitized historical information
for research, writing, and dissemination of historical knowledge.
e HistoInformatics workshop series is focused on the challenges
and opportunities of data-driven humanities and brings together
scientists and scholars at the forefront of this emerging eld, at the
interface between History, Anthropology, Archaeology, Computer
Science and associated disciplines. e 4th HistoInformatics
Workshop took place on November 6, 2017 and was a half day workshop
co-located with the 26th ACM International Conference on
Information and Knowledge Management (CIKM 2017) in Singapore.</p>
    </sec>
    <sec id="sec-2">
      <title>INTRODUCTION</title>
      <p>HistoInformatics 20171—the 4th International Workshop on
Computational History—was held on 6 November, 2017 in conjunction
with the 26th ACM International Conference on Information and
Knowledge Management (CIKM 2017) in Singapore. Traditionally,
historical research is based on the hermeneutic investigation of
preserved records and artifacts to provide a reliable account of the
past and to discuss dierent hypotheses. A new wealth of digitized
historical documents have however opened up completely new
challenges for the computer-assisted analysis of e.g. large text or
image corpora. Historians can greatly benet from the advances of
Computer and Information sciences, which are dedicated to the
processing, organization and analysis of such data. New computational
techniques can be applied to help verify and validate historical
assumptions. We call this approach HistoInformatics, analogously
to Bioinformatics and ChemoInformatics, which have respectively
proposed new research trends in Biology and Chemistry. e main
topics of the proposed workshop are: (1) support for historical
research and analysis in general through the application of Computer
Science theories or technologies, (2) analysis and re-use of
historical texts, (3) analysis of collective memories, (4) visualisations of
historical data, (5) access to a large wealth of accumulated historical
knowledge.
2</p>
    </sec>
    <sec id="sec-3">
      <title>PROGRAM</title>
      <p>Histoinformatics 2017 was a half-day workshop. e program
chairs accepted ve papers; however, one paper was withdrawn.
e papers are briey described below.</p>
      <p>e paper entitled “Creating Time Capsules for Historical
Research in the Early Modern Period: Reconstructing Trajectories of
Plant Medicines” presents an overview of the uses and promises
of Time Capsule, a scalable framework that allows querying and
analyzing botanical, linguistic, archaeological and historical data
for historical scholarship. e authors of the paper “City-Stories: A
Multimedia Hybrid Content and Entity Retrieval System for Historical
Data” develop a framework for multimedia and entity retrieval by
combining information extracted from images and entities from
historical data. e paper “Detecting Linguistic Change Based on Word
Co-occurrence paerns” describes an exploratory study on linguistic
change based on co-occurrence paerns. Finally, the paper
“Visualizing Across Space, Time and Relationships: Unveiling Southeast
Asia to Contemporary Eyes rough 16th to mid-17th Century Iberian
Sources” deals with the creation of an interactive visualization tool
for teaching purposes using books wrien on Southeast Asia from
the sixteenth to mid-seventeenth centuries.</p>
      <p>A keynote talk was given by Andrea Nanei, Associate Professor
at the School of Art of Nanyang Technological University in
Singapore, titled “Computational Interactive Global Histories: Machine
Readable Primary Sources and the Historian’s Perennial Chase for
Truth”. We were also pleased to have a second keynote talk by
Associate Professor Siew Ann Cheong from Nanyang Technological
University on the topics of Agent Based Modelling and Simulations.
3</p>
    </sec>
    <sec id="sec-4">
      <title>ACKNOWLEDGEMENTS</title>
      <p>We would like to thank the program commiee members for their
eort in reviewing and recommending papers. We also thank the
organizers of the CIKM 2017 conference for agreeing to host our
workshop and for their support, and also the anonymous reviewers
who evaluated our proposal, for their support and constructive
criticism.</p>
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