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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A Maritime Heritage Thesaurus based on a Greek project documentation case</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Eleni Georgaki₁</string-name>
        </contrib>
      </contrib-group>
      <abstract>
        <p>This paper concerns the creation of a thesaurus in the Maritime Heritage (MH) field. The suggested controlled vocabulary could improve methods for archiving oral sources, written accounts, imagery, 3D archeology, and other multimedia objects related to people and periods from ancient times to recent history. It has been created to cover the indexing needs for resources from Greek Maritime Galleries, Libraries, Archives and Museums (GLAM) institutions hosted in a MH platform of the research infrastructure Intelligent Research Infrastructure for Shipping, Supply chain, Transport and Logistics (ENIRISST). Its terms are derived from the collections pertinent to maritime activities. Although the construction of this vocabulary took into consideration specific data and their documentation, the goal is to go beyond ΕΝΙRISST to assist MH documentation projects and professionals/researchers in organising and archiving MH data. The longterm ambition is to leave an imprint in the improvement of MH data communication in general, and to contribute in the promotion of MH as a separate Cultural Heritage (CH) branch. The methodological approach was sensitive to the history of the artefacts, the shipping history and terminology, CH and general vocabularies, as well as the preexisting practices. Terms and subject headings already existing in the vocabularies of reference were leveraged.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Maritime Heritage</kwd>
        <kwd>thesauri</kwd>
        <kwd>visual documentation</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>The current paper presents the methodology and the results of the construction of a
thesaurus in the Maritime Heritage (MH) related to the creation of a digital Greek maritime
heritage platform; building the thesaurus was part of the process and an innovative element as
there has been no precedent in the area of Maritime Heritage. The suggested controlled
vocabulary could definitely improve methods for archiving oral sources, written accounts,
imagery, 3D archeology, and other multimedia objects related to people and periods from
ancient times to recent history. It has been created to cover the particular indexing needs for
museum and archive resources from Greek Maritime GLAM institutions hosted in a MH
platform of the research infrastructure EN.I.R.I.S.S.T. It is comprised of terms ‘derived from’
the collections which include scans of models and designs that are related to emblematic
categories /types of ships-boats historically, digital files of sailing boats images related to
emblematic categories of sailing boats, scans of navigation instruments and related items,
other museum objects of maritime museums and organizations and material related to the
history of shipping.</p>
      <p>The research is primarily focused on the construction of a thesaurus which describes
topical subjects visually represented in MH documents, photographs, and artifacts, but also
caters for the completion of other Dublin Core fields in the cataloguing process, such as the
‘Coverage’ and the ‘Type’ fields. It can be regarded as a ‘shell’ and is definitely not a
complete work since the addition of new digitized and interconnected items will lead to a
subsequent expansion of the thesaurus with this process estimated to be continuous. The
procedure followed for the construction of a strictly controlled vocabulary was the use of a
streamlined multi-tiered hierarchical arrangement and the placement of specific concepts
within the hierarchical structure of terminology that function as key access points to MH
collections. The basis of development of this project is the documentation of the digitilised
cultural and archival material provided by Greek maritime institutions with the provided data
falling into the previously mentioned data categories of the platform.</p>
      <p>
        The typology of the objects includes objects/heirlooms that incorporates personal items,
collection of scrimshaws collection of archaeological items, archives of shipping companies,
personal and official correspondence, periodicals, photographic material from coaling stations
and lighthouses [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
2.
2.1.
      </p>
    </sec>
    <sec id="sec-2">
      <title>Maritime Heritage Thesaurus (MHThesaurus)</title>
    </sec>
    <sec id="sec-3">
      <title>Purpose</title>
      <p>Although the construction of the MHThesaurus took into consideration very specific data
and their documentation, the intention was not to establish a static, country-specific,
vocabulary. Beyond ΕΝ.Ι.R.I.S.S.T., in the long run it may also aid projects of documentation
of MH or the professionals in the maritime institutions in their daily work or simply be a
starting point for researchers interested in organizing and archiving cultural data related to
MH. While the ambition is not all projects, digital or otherwise, to adapt this vocabulary, but
a goal is, with the adoption of this vocabulary, to encourage reflection on how data are
described and organized.
2.2.</p>
    </sec>
    <sec id="sec-4">
      <title>Goal</title>
      <p>The development of this thesaurus and an associated hierarchical arrangement of its
component terms were primarily to aid the process of describing the subject content of MH
data within the collection database of the platform, but above all, to have an imprint on its
longevity and communication as cultural heritage and to contribute to establishing MH as a
separate Cultural Heritage (CH) branch. Apart from accessibility for the researcher and the
wider audience, it is also estimated that it will have immediate benefits to the cataloguing
staff of the maritime museums or related research projects in the future.
2.3.</p>
    </sec>
    <sec id="sec-5">
      <title>Method</title>
      <p>Developing a MH controlled vocabulary requires a methodological approach that must be
sensitive to the history of the artefacts, the shipping history and terminology, cultural heritage
vocabularies and general vocabularies, as well as the pre-existing practices. The procedure
involved two stages: first the monolingual thesaurus was produced, and then the translation of
the reduced thesaurus was carried out, sometimes, taking into account terms and subject
headings already existing in the vocabularies of reference.</p>
      <p>For the construction of a strictly controlled vocabulary the use of a streamlined
multitiered hierarchical arrangement and the placement of specific concepts within the hierarchical
structure of terminology that function as key access points to MH collections was followed as
a procedure. The basis of development of this project is the documentation of the digitized
cultural and archival material provided by the maritime institutions falling into the previously
mentioned typology and samples of it can be seen in Figures 1 and 2. The specifications of
the corresponding ELOT (the Background of Standardization in Greece) and ISO standards
were followed as well as the international developments in the matters of construction and
management of treasures, but also the Greek particularities in the issues of language and
terminology. For instance, the National Library of Greece subject headings, as well as
definitions from the Centre for the Greek Language in order to guide the cataloguer or the
user in the ‘Notes’ section were adopted or seriously taken into consideration.</p>
      <p>To create the thesaurus, the rules and standards of thematic indexing, creation of
monolingual and multilingual thesauruses, as well as terminology standards are followed.
These standards are the following:</p>
      <p>• ELOT 1312: Documentation - Thematic analysis of documents: Examination methods
documents, identifying their subjects and choosing the indexing terms (ISO 5963).</p>
      <p>• ELOT 1321: Documentation-guidelines for construction and development of
Monolingual Thesauri, 1993 (ISO 2788).</p>
      <p>• ISO 5964: Documentation-guidelines for the establishment and development of
multilingual thesauri, 1985 revised by ISO 25964-1: 2011/ ISO 25964-2:2013.
• ELOT 402: Terminological work – Principles and methods (ISO 704).
• ELOT 561-1 &amp; 2: Terminological work - Vocabulary (ISO 1087-1 &amp; 2).</p>
      <p>
        More specifically these standards and rules, along with other relevant textbooks and
guidelines, such as [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] and [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] were consulted before the construction of the thesaurus began
in order to decide on and establish the appropriate work mode. They were also revisited
during the construction process to search for examples and check equivalencies.
      </p>
      <p>This work focuses on identifying the top-level-concepts (facets and hierarchies) that will
become its common basis, meeting the demands for subjective and disciplinary validity, but
also taking into consideration wider CH concepts. So, top-level concepts were developed by
adequate abstraction from existing controlled vocabularies. The methodology followed
required decisions to be made whether generic concepts subsume efficiently enough narrower
terms from different thesauri and to determine whether concepts are comprehensibly enough
defined in order to allow experts and cataloguers tο assign the metadata of their exhibits to
them.</p>
      <p>Following this methodology, an initial set of top-level concepts was primarily designed
based on other previously mentioned vocabularies but also creating a first operational draft.
Thesauri cooperation and terminology integration are highly intended to ensure reliability of
the endeavor and ensuring that previous cataloguing practice was integrated at least as far as
the first experimental set of data is concerned, and when put in practice new entries and finer
ramifications may apply.</p>
      <p>
        Four facets along with their hierarchies, top terms and narrower terms’ examples have
been defined thus far. Facets are the most general concepts, or else, the broad categories to
which terms belong to, and inherit their properties to all possible narrower terms they include.
So, they are further subdivided into an open number of hierarchies (expressed by the
hierarchy top terms) and at the same time they exhibit at least one specific feature which is
characteristic of a certain type of terms within this hierarchy since they correspond to a
broader term; thus their function, as ‘structural metadata’ [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] is two-fold.
      </p>
      <p>The material at the disposal of the author indicated the need for further distinction and
specification, the hierarchies were extended by narrower terms of classification for addressing
more specific classes of categorization according to its ‘guidance’. The updating and revising
of the proposed classification and definitions is an ongoing process.</p>
    </sec>
    <sec id="sec-6">
      <title>2.3.1. Challenges and the selection of sources</title>
      <p>There was no established/authorised way of cataloguing from the institutions which
provided the artefacts for digitisation in order to compare or base the research; this was a
challenge which was addressed through leveraging other aids for the construction of the
thesaurus vocabulary. The vocabulary developed is subject-specific and based on the Getty
Foundation's Art &amp; Architecture Thesaurus - AAT and Wikipedia's DBpedia semantic
thesaurus, the established National Library of Greece (NLG) terms, Thesaurus for Graphic
Materials (TGM) (Library of Congress), Library of Congress Subject Headings (LCSH).
Excerpts from lists of thematic headings (https://southampton.spydus.co.uk/ ,
https://biblionet.gr/, mobius.mysticseaport.org) which are considered to contribute were also
studied and adopted, or adapted accordingly, in some cases, and terminology reported in
literature was also incorporated.</p>
      <p>The current proposed version of the vocabulary was based to a large extent on the
UNESCO thesaurus and its Greek adaptation through a bilingual vocabulary of thematic tags
which is complementary to the UNESCO Thesaurus carried out by the National
Documentation Centre (NDC). The choice is not at all arbitrary, but it serves interoperability
without sacrificing precision with regard to the particular thematic area. There were cases
where a decision should be reached when multiple controlled vocabularies were consulted.
For instance, the term ‘transportation’ exists in the subject headings of the NLG and in TGM,
but ‘transport’ was selected in order to align with UNESCO. Respectively, priority was given
to the AAT over Wikidata, for example, for the same reason, and also for the granted validity
these thesauri already have.</p>
      <p>Also, research in specific trade unions sources was conducted in order to effectively grasp
the occupational activities and reach specific terminology enriching related terms and
describing holistically terms that should be described (e.g. Metal industry). The same
objective was intended when combining terms from multiple sources, including vocabularies,
thesauri, wikidata to build the terms closer to their thematic essence and building this MH
controlled vocabulary based on a representative database of the field.</p>
    </sec>
    <sec id="sec-7">
      <title>2.3.2. Validation</title>
      <p>Experts, cataloguers from institutions included in the EN.I.R.I.S.S.T. project have been
asked to review one or more hierarchies of their choice and comment on their structure,
content, or translation.</p>
      <p>
        Also, students from the department of Archives, Library science and Museology of the
Ionian University were asked to evaluate the thesaurus. A questionnaire has been sent for
completion in both cases and was used as a measurement instrument. The questionnaire was
divided in three sections. The first section examines the competence of the introduction with
criteria outlined in a measuring instrument in [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], the second one reviewed compliance with
the thesaurus building criteria as derived from a thorough literature review in [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], and
especially described in [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ] , and the third examines particular terms, hierarchies and facets of
the first operational draft of the thesaurus testing structure, content, translation and related
elements, as appearing when the user browses the thesaurus online, or the Maritime Heritage
platform of the EN.I.R.I.S.S.T. infrastructure selecting to view the metadata of items included
in its collections.
      </p>
    </sec>
    <sec id="sec-8">
      <title>2.3.3. Presentation of the terms</title>
      <p>The Thesaurus is built up of descriptors and identifiers grouped into facets representing
subdivisions of broad fields. As shown in Table 1 each main term indicates:</p>
      <sec id="sec-8-1">
        <title>It may also indicate (see Table 2):</title>
        <p>The above-mentioned indicators are given in Table 3 Greek language as well in
accordance with their appearance in the Thesaurus management system (THEMAS) as shown
in Figures 2, 3, 4, 5:</p>
        <p>The vocabulary developed is subject-specific and based on pre-existing controlled
vocabularies in the CH domain or general, which include terms of the particular field.
Excerpts from lists of thematic headings which are considered to contribute were also studied
and adopted, or adapted accordingly, in some cases, as well as incorporation of terminology
reported in literature.</p>
        <p>Following this methodology, an initial set of top-level concepts was primarily designed
based on other previously mentioned vocabularies but also creating a first operational draft.
Thesauri cooperation and terminology integration are highly intended to ensure reliability of
the endeavor and ensuring that previous cataloguing practice was integrated at least as far as
the first experimental set of data is concerned, and when put in practice new entries and finer
nuances across entries may be inserted or apply.</p>
        <p>The research is primarily a practical design of a list of subject headings which describes
topical subjects visually represented in MH documents, photographs and artifacts, but also
has predicted the completion of other Dublin Core fields in the cataloguing process, such as
the Coverage and the Format.</p>
        <p>The list created is not restricted to the description of the CH area covered, i.e. Maritime
Heritage although this remains predominant. This was not originally intended but it came up
as a need because of the existence of unique in the MH field cultural objects, such as
scrimshaws. As such, the list does not replace the role of other fields that need to be
catalogued such as: type, format, coverage, historical period, creator, contributor, title, or
language but is elaborated to supplement existing vocabularies, or simply assist the process of
documenting the previously mentioned fields. The controlled vocabulary is restricted as much
as possible to visually discernable subjects, and avoids the use of concepts and subjects
related to the context of the visual item/photograph. The suggested hierarchical structure
minimizes ambiguous or synonymous concepts. Four (4) facets and eleven (11) hierarchies
have been singled out as access points to MH collections and are placed in the first tier of the
list to successfully narrow down the scope of searching. As shown in Figure 3, there are the
following facets: Concepts, Material objects, Activities, Geopolitical units, and
descriptors/identifiers: Economy, Science, Culture, Information and Communication, Item
types, Countries and country groupings. The "orphans" facet and hierarchy include terms that
have been linked to them descriptors with an association relationship but not yet organized
hierarchically.</p>
        <p>As regards the construction of the facets, the process of their building was inspired by the
Art and Architecture Thesaurus Facet code and the BackBone Thesaurus, a meta-thesaurus,
which proposes a common model of thesaurus building.</p>
        <p>As mentioned, this thesaurus is designed to be used at the MH platform ΝΑΥΚΛΗΡΟΣ of
the research infrastructure EN.I.R.R.I.S.T., but definitely not limited. It is comprised of
subject headings derived from the collections of SHIPMARK which includes scans of models
and designs that are related to emblematic categories / types of ships-boats historically,
SHIPSAIL which includes data digital files of sailing boats images related to emblematic
categories of sailing boats, SHIPEQUIP which includes scans of navigation instruments and
related items, RELATED MUSEUM ITEMS, which concerns other museum objects of
maritime museums and organizations and SHIPSTORIES with other material related to the
history of shipping (testimonies, etc.).</p>
        <p>It can be regarded as a ‘shell’ and definitely not a complete work since the addition of new
digitized and interconnected items will lead to a subsequent expansion of the thesaurus and
this process is estimated to be continuous. So, the development of this thesaurus and an
associated hierarchical arrangement of its component terms was primarily to aid the process
of describing the subject content of MH data within the collection database of the platform,
but above all, to have an imprint on its longevity and communication as cultural heritage and
to contribute to establishing MH as a separate Cultural Heritage branch. Apart from
accessibility for the researcher and the wider audience, it is also estimated that it will have
immediate benefits to the cataloguing staff of the maritime museums or related research
projects in the future.</p>
        <p>For the construction of a strictly controlled vocabulary the use of a streamlined
multitiered hierarchical arrangement and the placement of specific concepts within the hierarchical
structure of terminology that function as key access points to MH collections was followed as
a procedure. The basis of development of this project is the documentation of the digitised
and digitilised cultural and archival material provided by the maritime institutions-providers.
These are: The Hellenic Maritime Museum, the Maritime Museum of Oinousses, the Naval
History Service, the Piraeus Bank Group Cultural Foundation, the Aikaterini Laskaridis
Foundation, the Photography Archive of the municipality of Kea Island of Cyclades. These
data fall into the previously mentioned data categories of the platform.</p>
        <p>The typology of the objects includes objects/heirlooms that incorporates personal items
(Hellenic Maritime Museum), collection of scrimshaws (Hellenic Maritime Museum,
Laskaridis Foundation, the Maritime museum of Oinousses), collection of archaeological
items (the Maritime museum of Oinousses), archives of shipping companies (the Piraeus
Bank Group Cultural Foundation), personal and official correspondence, periodicals (the
Naval History Service), photographic material form coaling stations and lighthouses (the
Photography Archive of the municipality of Kea island of Cyclades).
2.4.</p>
      </sec>
    </sec>
    <sec id="sec-9">
      <title>Synthesis</title>
      <p>The construction of the Maritime Heritage Thesaurus (MHThesaurus) has been bottom-up,
starting with more than one language simultaneously, and non-symmetrical, since it is also
possible not to have the same number of descriptors in each language.</p>
      <p>Single descriptors can be combined to express compound concepts since post-coordination
was followed (in contrast to subject heading building procedures). Nevertheless,
precombinations, such as adding qualifiers, to provide clarity, or handle translation issues have
been applied.</p>
    </sec>
    <sec id="sec-10">
      <title>2.5. Searches</title>
      <p>The thesaurus was implemented with the Web‐TMS (Thesaurus Management System)
software supported by the Cultural Informatics research group of the Institute of Computer
Science – FORTH, University of Crete. This system works in a graphical internet
environment and provides for the construction and management of bilingual multi-thematic
thesauruses, in this case with Greek as the dominant language and English as the reference
language.</p>
      <p>It follows the specifications of the corresponding ELOT and ISO standards and the
international developments in the matters of construction and management of thesauri, but
definitely also the Greek peculiarities in matters of language and terminology.</p>
      <p>For the terms search quick search and search by selecting criteria is provided. Users have
the ability to search for a term in general as well as specifically by general field or
combination of fields using logical operands (see Figure 4).</p>
      <p>From the results screen, users can view the results, save them to a file or print them, or, by
clicking on a term, view that term's card (Figure 5).</p>
      <p>In the present application, alphabetical (Figure 4), hierarchical (Figure 5) and graphical
(Figure 6) presentation of thesaurus terms, is possible. When viewing terms, users can also
jump to one or more term positions at the hierarchies to which it belongs and return to the top
of the page.
2.5.1.</p>
    </sec>
    <sec id="sec-11">
      <title>Alphabetical presentation</title>
      <p>In the alphabetical presentation (Figure 6), all data relating to a descriptor are displayed as
well as cross-references from non-descriptors (non-preferred terms) to descriptors (preferred
terms). Details of the displayed data can be found in the legend.</p>
    </sec>
    <sec id="sec-12">
      <title>Hierarchical presentation</title>
      <p>In hierarchical presentation, the position of a term in the hierarchy or hierarchies to which
it belongs is shown. The different levels of belonging to the hierarchy are represented by the
symbol "--" (Figure 7). As mentioned, this presentation can also be saved and printed.</p>
    </sec>
    <sec id="sec-13">
      <title>Graphical presentation</title>
      <p>The graphical presentation shows the entire tree of a hierarchy, including the terms and
their position in the hierarchy, as well as the corresponding English. Different colors help to
represent the relationships within it (Figure 8).</p>
      <p>
        As previously mentioned, the research is primarily a practical design of a thesaurus which
describes topical subjects visually represented in MH data, but also has predicted the
completion of other Dublin Core fields in the cataloguing process, such as the ‘Coverage’ and
the ‘Type’ fields. In Figure 9 below there is an example of the usage of the described
MHThesaurus in order to document the topic/subject of the related museum artefact as well as
resource type. The term Αρχαιολογία/ Archaeology has been used to describe the thematic
category this artefact falls in, whereas the term Αγγείο (Αρχαιολογία)/ plastic vases (ancient
vessels) is selected from the MHThesaurus to describe the ‘Type’ Dublin Core field.
Interoperability is also served in this particular example since the choice about the Greek term
was made identical with the Wikipedia term because a qualifier was used to clarify the
essence of the noun in Greek contrary to their homonyms in other fields. The English term is
selected according to the AAT Getty Vocabulary; a qualifier also exists and the rationale for
its adoption is the same. As the author in [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] supports the usual method of removing
ambiguities caused by homographs is to add qualifiers (printed within parentheses) after the
terms, to distinguish the two or more different meanings, and in this case the qualifier
becomes an integral part of the term. The ‘Notes’ field, in the above-mentioned example, is
enriched with the respective definitions derived from the respective vocabularies which are
referenced. Hence, the user is able to reach the terms from the external vocabularies. Also, the
possibility of using them as same or related terms providing the URIs is given through the
SKOS format. The term card can be seen at Figure 10 and the thesaurus can be found at
https://demos.isl.ics.forth.gr/themas-el/Index?logout=true&amp;lang=en with username
MHTanagnostis and MHTanagnosi as a password and the link to the platform is
https://enirisst-plus.di.ionio.gr/en/museums with the respective documentation.
      </p>
      <p>In Figure 11 below, the Subject field is filled with the MHThesaurus terms ‘Coaling
stations’, ‘Barges’, ‘Warehouses’, and ‘Coal’. The current proposed version of the vocabulary
was based at a large extent on the UNESCO thesaurus and its Greek adaptation that is a
bilingual vocabulary of thematic tags that is complementary to the UNESCO Thesaurus
carried out by the National Documentation Centre (NDC) in Greece. The choice is not at all
arbitrary, but it serves interoperability without sacrificing precision in the particular thematic
area. There were cases where a decision should be reached when multiple controlled
vocabularies were consulted. For example, priority was given to the AAT over Wikidata, for
this particular reason, and also for the granted validity this thesaurus already has. An example
of this in the current vocabulary is ‘coaling station’ instead of ‘fuelling station’ in Wikidata,
as demonstrated in Figure 12. Interoperability is also served by providing the AAT URI for
skos:exactmatch or skos:closeMatch properties.</p>
      <sec id="sec-13-1">
        <title>Translation note:</title>
      </sec>
      <sec id="sec-13-2">
        <title>Scope note Same as</title>
        <p>Top Term Economy
Broader term1 Industrial facilities
UF (Translation)
Related terms</p>
      </sec>
      <sec id="sec-13-3">
        <title>Coal</title>
        <p>Coal warehouses
Kokka (Kea)
Coal resources</p>
      </sec>
      <sec id="sec-13-4">
        <title>Source AAT</title>
        <p>An important note to be made is that the non-preferred terms or synonyms may be given in
most cases in one of the two languages in the MHThesaurus. The reasoning of this can be
easily comprehended and the expected procedure is twofold. On the one hand, because of the
fact that this a multilingual vocabulary and its building was almost concurrent in both
languages since the Greek vocabularies were based on the UNESCO thesaurus and, on the
other hand, because the English terms in some cases prevailed as the already existing general
controlled vocabularies were in English (UNESCO, LCSH). This affected the choices of
preferred terms, but Greek terms were proposed in the related terms to allow disambiguation
and assist Greek experts and researchers. Of great importance towards this direction also were
the Scope Notes (SN). In other cases the bilingual established pair from the National
Documentation Center (NDC in Greek EKT) of Greece prevailed if estimated that served
understanding of the term better. For instance, “Παραγωγή”-“Manufacturing Industries”
where the plural number in the English term enables the enrichment of the related terms with
multiple subsectors (see Figure 13).</p>
        <p>The connection of the generated terms of the proposed vocabulary to the related terms is
given providing the URIs in most of the terms indicating either relevance or loan from
another vocabulary/thesaurus.</p>
        <p>Another important note to be made was the mismatch between the Greek and the English
singular and plural number of terms which has arisen in the same way opting for established
terminologies (eg. Όρμος- Bays, Θάλασσα-Seas) (see Figures 14 and 15).</p>
        <p>In addition, not every term is bilingual at the current phase. This is because there is neither
equivalency in both languages nor established translations, as in the term card “Scrimshaw”
demonstrated in Figure 16. This obstacle is expected to be overcome after feedback is given
from the experts and the professionals of the institutions involved in the project.</p>
      </sec>
      <sec id="sec-13-5">
        <title>Translation note:</title>
      </sec>
      <sec id="sec-13-6">
        <title>Translation: Manufacturing industries Top term Economy Broader term1 Industry Translation note:</title>
        <p>Μετ.
ΔΣ
ΔΣ (Μετ.)
OK Επιστήμη
ΠΟ1 Έκτασεις ύδατος
ΣΟ Γεωμορφολογία
Λιμάνια
Προκυμαίες
Φάροι
Figure 14: 'Bays' term card</p>
      </sec>
      <sec id="sec-13-7">
        <title>Translation note:</title>
      </sec>
      <sec id="sec-13-8">
        <title>Translation: Seas</title>
        <p>Top term Science
Bodies of water
Underwater archaeology
Water</p>
        <p>OK Τύποι τεκμηρίων
ΠΟ1 Έργα χαρακτικής
ΣΟ Δόντι θαλάσσιου ίππου
Δόντι φάλαινας
Ελεφαντόδοντο
Έργα τέχνης
Ερωτική τέχνη
Φαλαινοθηρία
Χαρακτική
Πηγή
Figure 16: ‘Scrimshaw’ term card</p>
      </sec>
      <sec id="sec-13-9">
        <title>Top term Item types Broader Term 1 Engravings Walrus ivory Whale ivory</title>
        <p>Ivory
Works of art
Erotica
Whaling
Engraving process
Source
2.7.</p>
      </sec>
    </sec>
    <sec id="sec-14">
      <title>Future steps in the development of the MH Thesaurus</title>
      <p>
        The population of the thesaurus with terms from maritime legislation documents is
currently designed and in progress. Authors in [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] developed a deep learning technique for
text mining and discovering knowledge from textual data, focusing on legal texts for
extracting concepts from the broader domain of maritime heritage. The results of their work,
approximately 4000 words, extracted from an initial corpus of 80.000 included in legal texts
on maritime matters in the Government Gazette, between the years 1975-1999, will be
incorporated in the MHThesaurus as a further development step.
      </p>
      <p>
        Nevertheless, the enrichment of the thesaurus followed after the evaluation process took
place when new terms were proposed by Greek experts, cataloguers and professionals in the
Maritime Heritage field, and added as preferred or non-preferred terms, RT, BT or NT is an
endless pathway. In-house vocabularies- no matter how restricted they are- are always
valuable sources of terms because they are material-oriented. The same applies with related
glossaries/controlled vocabularies work which can always be input to update later versions of
the thesaurus. Also, new Maritime Heritage institutions can be approached, to provide their
feedback perhaps related to new kinds of material not only in Greece, but also abroad-an
element missing from the first evaluation process. Last but not least, sub-thematic population
of the MHThesaurus from more specialized vocabularies of the field (e.g. Maritime law,
maritime fixtures etc) would be steps in that direction. As regards the connection to external
resources, in future development steps, other skos labels such as skos:closeMatch,
skos:broadMatch, skos:narrowMatch could also be taken advantage of for the purpose of data
interoperability and integration [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
    </sec>
    <sec id="sec-15">
      <title>Acknowledgements</title>
      <p>This research was co-financed by the European Union and Greek national funds through
the project title: “Intelligent Research Infrastructure for Shipping, Transport and Supply
Chain -ENIRISST”.
4. References</p>
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