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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A Vocabulary of Culturally Relevant Relationships to Interlink Digital Heritage Objects over the Web Using LOD Technologies</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Carlos Henrique Marcondes</string-name>
          <email>marcon@vm.uff.br</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Universidade Federal Fluminense</institution>
          ,
          <addr-line>Niterói, Rio de Janeiro</addr-line>
          ,
          <country country="BR">Brazil</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In recente years many cultural heritage institutions such as archives, libraries, and museums are publishing their collection as digital objects over the Web. Since ever such institutions have the mission of the curation and safeguarding of the memories of societies. The patrimonialization and curatorial processes developed by heritage institutions are continuous value-adding processes based on consolidated methodologies. The representation and publication of cultural heritage records as digital objects using LOD-Linked Open Datatechnologies are new steps in this patrimonialization and curatorial processes. Many collections are thematically superimposed, complementary, and have synergy. Frequently these collections present culturally relevant relationships between their objects, like a book about a painting or a draft or sketch of a famous painting, etc. This research aims at characterizing such culturally relevant relationships, compiling an inventory, and organizing them in a vocabulary. The implementation of culturally relevant relationships as semantic links using LOD technologies can achieve interoperability between digital collections and improve their usability.</p>
      </abstract>
      <kwd-group>
        <kwd>Technologies</kwd>
        <kwd>culturally relevant relationships</kwd>
        <kwd>vocabularies</kwd>
        <kwd>digital collections</kwd>
        <kwd>heritage institutions</kwd>
        <kwd>linked open data</kwd>
        <kwd>semantic links</kwd>
        <kwd>interoperability</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Since the end of twentieth century heritage institutions are publishing their collections
as digital objects over the Web. Archival, library, and museum collections are still
dependent on catalog systems and technologies that do not allow full integration
between their own data and with another resources available throughout the Web.
LOD technologies enable digital records from different archives, libraries or museum
collections to be directly published over the Web. The potentialities of such
collections increase as they constitute a distributed linked data archive [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. Proposals
are also made to discover and improve links between such collections [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. What are
the relationships between digital objects originated from collections of different
heritage institutions? What are the relationships between Cervantes Saavedra's Don
Quijote de La Mancha and several etchings by Pablo Picasso on this theme?
The representation and publication of cultural heritage records as digital objects using
LOD technologies is a whole new step in the patrimonialization and curatorial
processes developed by cultural heritage institutions. LOD technologies enable direct
publication of digital collections and thus their integration into the mainstream Web.
Many of these collections are thematically superimposed and complementary, having
synergies not yet explored.
      </p>
      <p>
        Frequently these collections present culturally relevant relationships between their
objects, like a book about a painting, a draft or sketch of a famous painting, a letter
from an author commenting a book or an artwork, or a contract to commission a
sculpture or artwork, etc. What types of culturally relevant relationships may exist
between digital objects of collections in archives, libraries, and museums? How can
such relationships be discovered and identified? How can LOD technologies be used
to implement such relationships as semantic links? How could such relationships be
useful for art, history, or culture curators to annotate sets of digital heritage objects?
This paper reports new results of ongoing research [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] that aims at discussing and
characterizing such culturally relevant relationships, compiling an inventory of such
relationships, organizing them in a vocabulary, and discussing how semantic links
expressing them should be derived from the databases of catalog systems. The
implementation of semantic links using LOD technologies can achieve
interoperability between digital collections and improve their usability, thus
empowering heritage institutions. The paper is organized as follows: after the
introduction, section 2 describes the materials and methods used and the assumptions
made related to precisely characterizing what objects we are relating and what their
digital representations are; section 3 develops a framework for the analysis of the
relationships collected; section 4 presents the relationships found; and section 5
provides final remarks and conclusions.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Material and Methods</title>
      <p>Use cases or examples of relationships between objects of different heritage collection
are suggested by curators, or collected in literature, and used as examples of possible
relationships. Conceptual models such as the FRBR, the CIDOC CRM, the EDM, the
RiC-CM were also examined as sources of possible relationships.</p>
      <p>A framework to analyze and organize the collected relationships was developed,
based on the top-level relationship schema between entities of Groups 1, 2, and 3 of
the FRBR model.</p>
      <p>
        Access through the Web to collections of heritage objects presupposes their
representation in digital formats. The digital objects that are published and interlinked
throughout the Web using LOD technologies are indeed artifacts, even if the original
object it is based is a natural object [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. In this sense, they are social creations [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]
created based on archives, libraries, and museum descriptive methodologies and
standards. They are complex digital objects, here called HO—digital heritage
object—identified by a unique persistent identifier, along with metadata that provides
context, access points, and enables their management in the digital environment.
These metadata sets are associated with digital images of the physical object.
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. A framework to analyze relationships between cultural heritage objects</title>
      <p>A framework to analyze the suggested relationships was developed. It consists of a
table cross-relating heritage objects (HOs) according to the type of heritage
institution: archives, libraries and museum heritage objects. To these HOs “monuments”
(monHO) was also added, as there are several suggested use cases that include
relationships between archives, libraries, and museum objects with monuments. Such
objects are related to other objects, namely Agents (FRBR Group 2 Entities),
Concepts, Processes, Time and Place (FRBR Group 3 Entities). The table is shown
below.</p>
      <p>
        aHO
lHO
mHO
monHO
Agents
Concepts
Events
Time
Place
Each table cell may contain a direct relationship – a semantic link - from the entity
represented by the specific line (its domain) to the entity represented by the specific
column (its range). For example, cell 23 represents a relationship between a library
Heritage Object (lHO) and a museum Heritage Object (mHO). As we ask for heritage
institution curators to suggest cases of relationships between objects in collections of
different heritage institutions, the framework developed reflects relationships where
domain and range are objects in archives, libraries, and museum collections.
Archives, libraries, and museum objects may be further specialized in different types of
objects as is usual in archive, library, and museum collections management. The table
is an analytic device that will enable a synthesis to be achieved. All relationships are
also types of the associative relationship, largely used in thesaurus theory and
construction.
“Dependence” is a fundamental criterion to analyze and classify relationships. Are
there several types of dependence? Following Guarino and Welty [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ] on
“existential dependence” and IFLA [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ] on “referential” and “autonomous” relationships, we
question if any of the relata in the relationships found is existentially dependent on the
other? Are any of them dependent on the other in any other sense? Searle [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]
discusses “subjective judgments,” “observer-relative features” of reality, and features
that are “ontologically subjective.” Are both relata independent? Do any of the relata
depend on a subjective judgment from their creator or from a third party agent: a
curator, a literary critic? Hessen [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] notes that any knowledge is always knowledge of
something, knowledge is a relation between an agent and an object, the agent is
intended for the object. Dahlberg’s [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] concept theory, suggests the existence, among
the formal relationships, of intersections relationships, such as those relating objects
that share at least one property.
      </p>
      <p>To analyze and evaluate possible relationships provided by use cases or collected,
each relationship is assigned a label, is described, examples are given, and questions
are asked as follows: do any of the relata existentially depend on the other? Is there an
inverse relationship? Are there other types of relationships between the two types of
objects? Are there similar relationships in other conceptual models, vocabularies, or
ontologies?</p>
    </sec>
    <sec id="sec-4">
      <title>4. Results</title>
      <p>What are culturally relevant relationships? For the purposes of this work, those are
conceptual relationships that contextualize and enhance the cultural comprehension of
a heritage object. They may be Direct relationships, such as between a book and a
painting inspired on it (e.g., the work Don Quijote de La Mancha and the aquatint by
Picasso portraying Don Quijote and Sancho Panza1), or External relationships. Such
are relationships between HO and external entities as Agents, Concepts, Events, Time
and Place. Such relationships, provided in the FRBR model, for example, the
relationships between a painting by Claude Monet and the concept (subject) Impressionism
art movement or between heritage objects that share the same author (the FRBR
Group 1 relationships to Group 2 and 3 entities).</p>
      <p>Culturally relevant relationships may be automatically derived from records in
catalogs, such as between two works with common properties, such as the title in the
previous example of Don Quijote, or between a work and its author. Yet they can also be
authorial: different cultural experts and curators, such as art and literary critics,
historians, educators, journalists, scholars, etc., discover, illuminate, evaluate, relate to,
interpret, and show different points of view about historical facts or processes,
historical characters, and artifacts, etc. While doing their job, these experts may find or
propose authorial relationships between such entities not previously perceived by
anyone else. We plan to develop such distinction in future works.</p>
      <sec id="sec-4-1">
        <title>4.1. Criteria for analyzing the relationships.</title>
        <p>
          From the theoretical bases used and from this inventory of relationships, emerged an
initial set of criteria for the organization of the relationships found. Such criteria are
something like what Guarino and Welty [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ] call “meta-properties.”
- Cultural association (CA): when there is a relationship between two HOs
established not by the creator of any of them, but by a third-party agent, for example, by a
1 See https://www.moma.org/collection/works/68157
curator, a literary or art critic. Cultural association means that the two HOs are
existentially independent.
- Cultural dependence (CD): when two HOs have a relationship established by the
creator of one of them; the creator of one HO intended for the other HO; the two HOs
are both artifacts.
- Cultural independence (CI): when two HOs have a relationship established by the
creator of one of them, the creator of one HO intended for the other HO, but only one
of the HOs is an artifact, whereas the other one is originally a natural object.
- Existential independence (EI): when the two HOs exist independently of each other.
- Existential dependence (ED): when the existence of one HO in a relationship is
dependent of the existence of the other HO in the same relationship. It is the inverse
relationship of EI.
- Intersection (IS): both HOs share at least one common property.
        </p>
        <p>
          Another criterion that seems to define the way two HOs are related is the type of
expression form, or how each object is expressed or manifested. In this sense and
according to previous research [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ], the following types of expression forms exist:
- (originally) natural objects
- artifacts
- image
-iconographic (paintings, drawings, etchings, photographs)
- moving image
- textual
- one-copy textual (documents, letters, deeds)
-various-copy textual (books, manuscripts or print copies)
- sound
- objects (images of three-dimensional objects).
        </p>
      </sec>
      <sec id="sec-4-2">
        <title>4.2. Relationships identified.</title>
        <sec id="sec-4-2-1">
          <title>Direct relationships (between two HOs):</title>
          <p>Based_on relationship between different types of HOs. It presupposes an original,
previous work and another based_on work. It encompasses all kinds of pragmatic
replicas or artistic copies, re-creations, revisits, and re-readings of a work; it is
concerned directly with works in the FRBR model sense. A work is based on another if
the based-on work carries at least one property of the base work: -a book (lHO) which
is based_on another (lHO): cell 22; -an artwork (mHO) which is the base for another
(mHO): cell 33; -a monument (monHO) which is the base for another (monHO): cell
44.
-Example: many literary works are based_on Shakespeare Hamlet’s2, such as Hamlet
for Kids (Shakespeare Can Be Fun!) by Lois Burdett; the design of Federal Hall in
New York City is Based_on the design of the Parthenon in Athens3; the different</p>
        </sec>
      </sec>
      <sec id="sec-4-3">
        <title>2 See https://en.wikipedia.org/wiki/Literary_influence_of_Hamlet 3 See https://en.wikipedia.org/wiki/Federal_Hall</title>
        <p>Based_on versions of Da Vinci’s Mona Lisa by artists such as Dali, Botero, Andy
Warhol, etc.
-Criteria: CD, IS; both HO share the same expression form.
-Do any of the objects depend on the other? Existentially, both objects do not depend
on each other but (we suggest), from a cultural standpoint, the Based_on works would
not have existed if the original work did not exist.
-Inverse relationship? Yes, the Base_for relationship.
-Other types of relationships between the two types of objects? The
Design_or_Procedure_for relationship.
-Are there similar relationships? crm:P15 was influenced by (influenced) and frbr:is a
transformation of, has adaptation, has an imitation relationships.</p>
        <p>Design_or_Procedure_for relationships: -between architectural plans (aHO) and a
monument (monHO): cell 14; -between an artwork (mHO) and their preparatory
sketches (mHO): cell 33.
-Criteria: CD.
-Example: the architectural plans of MAC Niterói and the monument itself; the
preparatory sketches and Guernica by Pablo Picasso; the preparatory sketches and the
“War and Peace” panels by Brazilian artist Candido Portinari at the United Nations
headquarters in New York.
-Inverse relationship? Yes, the Design_or_Procedure relationship: cells 11 and 33.
-Similar relationships? The crm:E29 Design or procedure entity, used with the
crm:P69 has association with relationship.
-Other types of relationships between the two types of objects? No.</p>
        <p>Documents relationship between a field notebook (aHO) and the objects it documents
(mHO): cell 13.
-Example: Darwin’s Beagle’s expedition field notebook4 and the species collected by
him.
-Criteria: CI; the range HO has the form expression textual.
-Inverse relationship? The species in a museum is_Documented_by a field notebook:
cell 31.
-Are there other types of relationships between the two types of objects? No.
Has_as_Subject relationships: -between a painting or drawing (domain mHO) that has
as subject a book (range lHO): cell 32; -between a book (lHO) which has as subject
letters (aHO): cell 21; -between a book (lHO) which has as a subject a book (domain
(lHO); -between a book (lHO) which has as subject a monument (monHO) cell 24;
between a letter (domain aHO) commenting on or describing a book and the book
itself (range lHO): cell 12; -between a letter (domain aHO) commenting or describing
an artwork and the artwork itself (range mHO): cell 13.
-Criteria: CD; the range HO has the form expression textual.
-Example: La Joconde : essai scientifique / sous la direction de Christian Lahanier5,
as many other books, has as a subject, or describes, or analyses, Da Vinci’s Mona
4 See http://darwin-online.org.uk/EditorialIntroductions/Chancellor_fieldNotebooks.html
5 See https://lccn.loc.gov/2008456582.</p>
        <p>
          Lisa; a letter from Brazilian writer Machado de Assis to his colleague Joaquim
Nabuco commenting on the idea for a future book, Memorial de Ayres [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ]; the book
Brunelleschi's Dome: The Story of the Great Cathedral in Florence [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] has as subject the
construction of Brunelleschi’s Dome of Santa Maria del Fiori cathedral;
-Inverse relationship? The Is_Subject_of relationship between a painting or drawing
(mHO) which has as subject a book (domain lHO): cell 32; or between a monument
(monHO) which is the subject of a book (lHO): cell 42.
-Similar relationships? The “is the” relationship frbr:has_as_subject, or edm:P120 is
about (is subject of).
        </p>
        <p>Influenced relationship: -between a work which influenced the creation of another
work according to someone.
-Example: according to several literary critics, the work Don Quijote by Cervantes
Saavedra influences many others; any of the two HO is intended for the other.
-Criteria: CA, EI.
-Inverse relationship? The Influenced_by relationship.
-Similar relationships? The dbpedia:influenced relationship.</p>
        <p>Inspired: Relationship -between a book (domain lHO) which inspired a painting or
drawing (range mHO): cell 23; -between an artwork (domain mHO) and a book
(range lHO): cell 32.
-Example: the previously mentioned book Don Quijote de La Mancha by Cervantes
Saavedra and an aquatint by Picasso portraying Don Quijote and Sancho Panza; or the
romance Iracema by the Brazilian writer José de Alencar and a painting with the
same title by José Maria Medeiros6; or the Da Vinci’s Mona Lisa and the romance
Mona Lisa Overdrive by William Gibson7, among many others.
-Criteria: CD; the two HO have different expression forms.
-Inverse relationship? The Inspired_by relationship.
-Other types of relationships between the two types of objects? The Has_as_Subject
relationship between a book (domain lHO) which has as subject a painting or drawing
(mHO) or the Is_Illustrated_by relationship between a book (domain lHO) which is
illustrated by a painting or drawing (mHO, of type iconography).
-Similar relationships? The relationship wikim:inspired.</p>
        <p>Is_Illustrated_by relationship: -between a book (domain lHO) that is illustrated by a
painting or drawing, (range mHO, of type iconography): cell 23.
-Example: the Aristophane’s Lysitrata edited by the Limited Editions Club, which is
illustrated by six signed etchings of Pablo Picasso; James Joyce’s Ulysses 1935
edition illustrated by Henri Matisse’s rare etchings.
-Do any of the objects depend on the other? In this case, it seems to apply the FRBR
(IFLA, 1998, 66) referential relationship. Matisse’s etchings are components of the
Ulysses edition, they would not have existed if the edition did not exist.
Criteria: CD, domain lHO has the expression form textual, range mHO has the
expression form iconographic.
-Inverse relationship? The Illustrates relationship.
6 See https://pt.wikipedia.org/wiki/Ficheiro:Iracema_hi.jpg.
7 See https://en.wikipedia.org/wiki/Mona_Lisa_Overdrive.
-Other types of relationships? The frbr:Has_as_Subject relationship between a book
(domain lHO) which has as subject a painting or drawing (mHO); the Inspired
relationship between a book (domain lHO) which inspired a painting or drawing
(range mHO).
-Similar relationships? crm:P65 shows visual item or crm:P46 is composed of (forms
part of).</p>
        <p>Portrays relationship: -between an artwork (domain mHO) of type iconography and a
monument it portrays (range monHO): cell 24.
-Example: several paintings made by French Impressionist artist Monet portraying the
Rouen Cathedral8.
-Criteria: CD; range mHO has the expression form iconographic.
-Inverse relationship? The Is_Portrayed_by relationship: cell 43.
-Other types of relationships? No.
-Similar relationships? The crm:P62 depicts (is depicted by).</p>
        <sec id="sec-4-3-1">
          <title>External relationships.</title>
          <p>Such are relationships between HOs and external entities: Agents, Concepts, Events,
Time and Place. Taking the FRBR model as a basis such relationships may be
thematic relationships (has as subject relationships), or various other kinds of specific
relationships (is_created_by, is_realized_by, is_produced_by, is_owned_by FRBR
relationships Group 1 to Group 2 relationships). There are also other kinds of
relationships between HOs and external entities not provided for in the FRBR model, those
that provide context to HOs, as the crm:P8 took place on or within (witnessed),
between a Period and a Physical Object, and crm:P12 occurred in the presence of (was
present at), between an Event and a Persistent Item.</p>
        </sec>
      </sec>
      <sec id="sec-4-4">
        <title>The following kinds of relationships are found.</title>
        <p>Has_existential_participation relationship: - between HO (domain) to which an Agent
(range) contributed to its existence (domain): cells 15, 25, 35, and 45; or between HO
(domain) to which an Event (range) contributed to its existence (domain): cells 17, 27,
37, and 47;
- Example: the book Don Quijote de La Mancha (domain: lHO) and Cervantes
Saavedra (range: Agent); the Monalisa (domain: mHO) and Da Vinci (range: Agent); the
Dome of Santa Maria del Fiori Cathedral (domain: monHO) and Brunelleschi (range:
Agent); the work Isagoge (domain: lHO) by Porfírio and its translator, Boethius
(range: Agent); also a volcanic stone sample (mHO) and the eruption of Vesuvius
volcano (range: Event).</p>
        <p>Criteria: ED.
-Inverse relationship? Existential_participation relationship: cells 51, 52, 53, and 54;
cells: 71, 72, 73, and 74.</p>
        <p>Has_physical_proximity_or_contact relationship: - between an HO (domain) which at
any moment was physically close or has contact with an Agent (range): cells 15, 25,
8 See https://en.wikipedia.org/wiki/Rouen_Cathedral_(Monet_series)
35, and 45; or between an HO (domain) which at any moment was physically close or
has contact with an Event (range): cells 17, 27, 37, and 47.
- Example: the Rosetta Stone (domain: mHO) and the French Scientist Jean-François
Champollion (range: Agent); or the pen (domain: mHO) with which Princess Isabel
signed the law of the abolition of slavery in Brazil (range: Event).</p>
        <p>Criteria: EI.
-Inverse relationship? Physical_proximity_or_contact relationship: cells 51, 52, 53,
and 54; cells: 71, 72, 73, and 74.</p>
      </sec>
      <sec id="sec-4-5">
        <title>An initial proposal of a schema is as follows: - Associative relationships - HO HO relationships - Cultural affinity relationships</title>
        <p>Based_on, Has_as_Subject, Influenced, Inspired
- Descriptive/Referential relationships</p>
        <p>Documents, Is_Illustrated_by, Portrays
- Genetic/Planning/Sketch relationships</p>
        <p>Design_or_Procedure_for
- HO external entities relationships
- Thematic relationships
- Contextual relationships
- Has_existential participation relationships
- Has_physical proximity_or_contact relationships
- Time_context
- Place_context</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusions</title>
      <p>This is an ongoing research, the results presented and the schema proposed herein are
provisional and a starting point to be discussed, tested and enhanced.</p>
      <p>
        The publishing of digital collections over the web opens new opportunities to heritage
institutions. It enhances access, enables reuse, and achieves full integration of
collections to the mainstream Web, thus enlarging their reach and synergies. Such synergies
can be exploited as culturally relevant relationships are established between the digital
objects of these collections implemented as LOD links. The interlinking of resources
from different institutions provides rich contexts not available by OPAC technologies
[
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. The reciprocal implementation of LOD links between heterogeneous and
distributed digital collections requires cooperation, coordination and curatorial activities
on a new level. It can also achieve interoperability across the boundaries of cultural
heritage institutions, and improve usability between collections, thus empowering and
reshaping heritage institutions.
      </p>
      <p>Acknowledgments. This research is granted by Brazilian CNPq9 under grant number
305253/2017-4</p>
    </sec>
  </body>
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