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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Towards Developing Measurement Indicator for Value</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Satoshi Nishimura</string-name>
          <email>satoshi.nishimura@aist.go.jp</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ken Fukuda</string-name>
          <email>ken.fukuda@aist.go.jp</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>National Institute of Advanced Industrial Science and Technology (AIST)</institution>
          ,
          <addr-line>Tokyo</addr-line>
          ,
          <country country="JP">JAPAN</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Value is a key concept to model strategy of business. Company tends to evaluate new business from a viewpoint of fundamental value. However, other types of value, which includes subjective value, knowledge value and emotional value, can be useful to consider long-term business. We aim to develop measurement indicator for value to support decision making to select business strategy. This paper describes our motivation and first step to develop ontology of value type.</p>
      </abstract>
      <kwd-group>
        <kwd>Value</kwd>
        <kwd>Service</kwd>
        <kwd>Ontology</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>
        Service industry is a dominant industrial discipline among developed countries. And
the structure of service activities are recognized to be complex because co-creation is
an intrinsic part of the system. Vargo and Lusch proposed value co-creation to clarify
the importance of the interaction among customers and employees for value creation
[
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Ueda et al. classified co-creation into three classes based on the network topology
between “producer”, “customer” and “environment” [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
      </p>
      <p>
        Quality of service activities should be measured to improve quality of service effects.
Economical value, which is also called fundamental value or functional value, is chosen
as a measurement indicator to decide business strategy in many cases. However, there
are considerable other types of value which should be considered when the management
of a company develop long-term business plan, such as expertise knowledge of
employees and customers’ loyalty and emotion toward products, employees or brands, etc.
Toya defines Knowledge Value (KV) as the accumulated knowledge held by
co-creators and Emotion Value (EV) as the affective value associated with customer and
employee moods and perceptions in [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. However, there are not enough discussion how to
measure the amount of those non-economical values and which indicator is appropriate
in a particular case.
      </p>
      <p>
        On the other hand, the notion of “value” is used as various meanings in different
fields [
        <xref ref-type="bibr" rid="ref1 ref10 ref9">1, 9, 10</xref>
        ]. The notion of XaaS (X as a service such as Mobility as a Service) and
sharing economy are broadening the boundary between value creator and value receiver
even further. Therefore, we should clarify the notion of value to understand systems
that create values and to communicate with each other of different disciplines.
      </p>
      <p>In this paper, we provide the first step towards developing measurement indicator
for knowledge value. In section 2, we describe our motivation more precisely. Section
3 provides related work about the notion of value. We start to survey from value
modeling and business ontology discipline. In section 4, we summarize this paper.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Motivation</title>
      <p>Companies tend to evaluate the prospect of new business from economical
viewpoints. This strategy is simple and good to choose beneficial business activities for the
company. However, the strategy might be harmful from a sustainability point of view.
Some jobs may help the company to increase employees’ satisfaction, some jobs may
help their customers to gain understanding and loyalty toward the company, some jobs
may help the company to get customers information. And it can happen that all these
jobs do not contribute to make money directly. An example is servitization of
manufacturing, which tends to fail without proper non-economical KPIs (Key Performance
Indicators) during the investment phase when profit is very low.</p>
      <p>If the company’s evaluation of businesses are based on non-economical values (such
as KV and EV), the company is expected to select more various business strategies.
And when the company decides the strategy, the measurement methods and indicators
of value will be useful to assess the decision.</p>
      <p>
        There is no standard notion of value yet [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. This should prevent the managers of the
company decide what value they should increase. Therefore, we will classify types of
value in appropriate manner based on ontological engineering method. Then, we will
investigate what measurement indicator is measurable and suitable for each type of
value. For the first step, we start to survey the notion of value.
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Related work</title>
      <p>We picked up 4 related papers published in 12th International Workshop on Value
Modeling and Business Ontology as follows.</p>
      <p>
        The main focus of Hruby is formation of coalitions and activities in a coalition
includes value exchange [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Coalitions can be dealt as a kind of context. Under coalitions
context, people who want to exchange something valuable in the value exchange
processes. To model the value exchange should be beneficial to clarify the value type and
measure the amount of the value.
      </p>
      <p>
        Proper et al. try to construct a modeling framework for design of value co-creation
constellation [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. They employ the notion of value co-creation [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] and construct the
modeling framework to design the value co-creation in a particular service. The
framework distinct potential value in production context and real value in the context of value
creation in interaction and independent value creation context based on the research [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]
investigated by Grönroos et al. Customers and providers of services take different roles
in each context and create each value.
      </p>
      <p>
        Andersson et al. focuses on value ascription [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The key notion of the paper is
context which value ascription occurs. They mentioned subjectivity of value as same as
other research [
        <xref ref-type="bibr" rid="ref2 ref3 ref4">2, 3, 4</xref>
        ]. Additionally, in the paper, the context is changed with the value.
And ascribing value to different value objects can be comparable in the same context.
For the comparison, they introduce “value structure.” However, the component of value
structure is not discussed well, and they do not clarify whether the value includes only
fundamental value or KV and EV.
      </p>
      <p>
        da Silva Reis et al. proposes a notion to configure value networks based on subjective
business value [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. The focused question is how to realize sustainable economy. They
also consider subjectivity of value to configure a value network. However, they just
consider only assurance, privacy and trust as subjective value.
4
4.1
      </p>
    </sec>
    <sec id="sec-4">
      <title>Preliminary result: ontology of value types</title>
      <sec id="sec-4-1">
        <title>Preliminary ontology construction</title>
        <p>
          Toya [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] consider value including fundamental value (FV), KV and EV as we
mentioned in the introduction. We follow this classification. To integrate current related
work’s notion, we start to create ontology using Hozo [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ]. The part of ontology is
shown in Fig. 1.
        </p>
        <p>To discuss what process is the source of value or what property of a thing contribute
to value, an ontology is necessary to describe the processes of an interaction among
agents. This discussion and the ontology help researchers and managers to clarify the
difference among various notions of value which are provided by many researches.
After that, we will be able to propose measurement indicators of each value.</p>
        <p>Fig. 1. Ontology of value types under construction</p>
      </sec>
      <sec id="sec-4-2">
        <title>Collection of concepts related to value</title>
        <p>
          We are also collecting further concepts from [
          <xref ref-type="bibr" rid="ref12 ref13">12, 13</xref>
          ]. Table 1 shows the intermediate
result of the extraction. There are 34 terms describing a kind of values and they can be
organized in hierarchical structure based on the is-a relationship. For instance,
economic value is introduced in the context of history of economics. Value as the volume
of the net products, exchange value, surplus value and use value are also introduced
under the same context. For this reason, these four value types can be interpreted as
specific types of the economic value. We also found a homonym. Ueda uses a term
“economic value” as different meanings in the paper. As future work, we will organize
these extracted terms and collect further concepts.
        </p>
        <p>
          For the first step to development measurement indicators for value, we try to
construct an ontology of value types. We start to survey about value in value modeling and
business ontology workshop. Concurrently, we start to construct the ontology based on
the notion provided in [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ]. We will integrate other contribution provided in related
work.
        </p>
        <p>Contributions for the community of value modeling and business ontologies will be
(1) ontology of value types, and (2) how to measure each value for decision making by
managers of companies.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgement</title>
      <p>This paper is based on results obtained from a project commissioned by the New
Energy and Industrial Technology Development Organization (NEDO).</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Andersson</surname>
            ,
            <given-names>B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Johannesson</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          : Ascribing Value,
          <source>12th International Workshop on Value Modeling and Business Ontologies</source>
          ,
          <volume>8</volume>
          <fpage>pages</fpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2. da Silva Reis, J., de Alencar Silva,
          <string-name>
            <given-names>P.</given-names>
            ,
            <surname>Bukhsh</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F. A.</given-names>
            ,
            <surname>de Castro</surname>
          </string-name>
          ,
          <string-name>
            <surname>A. F.</surname>
          </string-name>
          :
          <source>Configuring Value Networks based on Subjective Business Value, 12th International Workshop on Value Modeling and Business Ontologies</source>
          ,
          <volume>12</volume>
          <fpage>pages</fpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Hruby</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          :
          <source>Value Exchange and Formation of Coalitions, 12th International Workshop on Value Modeling and Business Ontologies</source>
          ,
          <volume>6</volume>
          <fpage>pages</fpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Proper</surname>
            ,
            <given-names>H. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bjekovic</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Feltus</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Razo-Zapata</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          :
          <article-title>On the Development of a Modeling Framework for Value Co-creation</article-title>
          ,
          <source>12th International Workshop on Value Modeling and Business Ontologies</source>
          ,
          <volume>10</volume>
          <fpage>pages</fpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Lusch</surname>
            ,
            <given-names>R. F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nambisan</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          : Service Innovation:
          <string-name>
            <given-names>A</given-names>
            <surname>Service-Dominant Logic</surname>
          </string-name>
          <string-name>
            <surname>Perspective</surname>
          </string-name>
          ,
          <source>MIS Quarterly</source>
          , Vol.
          <volume>39</volume>
          , No.
          <issue>1</issue>
          , pp.
          <fpage>155</fpage>
          -
          <lpage>175</lpage>
          (
          <year>2015</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Grönroos</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Voima</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          :
          <article-title>Critical Service Logic: Making Sense of Value Creation and Cocreation</article-title>
          ,
          <source>Journal of the Academy of Marketing</source>
          , Vol.
          <volume>41</volume>
          , No.
          <issue>2</issue>
          , pp.
          <fpage>133</fpage>
          -
          <lpage>150</lpage>
          (
          <year>2013</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Vargo</surname>
            ,
            <given-names>S. L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lusch</surname>
            ,
            <given-names>R. F.</given-names>
          </string-name>
          :
          <article-title>Evolving to a New Dominant Logic for Marketing</article-title>
          ,
          <source>Journal of Marketing</source>
          , vol.
          <volume>68</volume>
          , no.
          <issue>1</issue>
          , pp.
          <fpage>1</fpage>
          -
          <lpage>17</lpage>
          (
          <year>2004</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Toya</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          :
          <article-title>A Model for Measuring Service Co-created Value, MBS Review</article-title>
          ,
          <source>No. 11</source>
          , pp.
          <fpage>29</fpage>
          -
          <lpage>38</lpage>
          (
          <year>2015</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Anderson</surname>
            ,
            <given-names>B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Guarino</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Johannesson</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Livieri</surname>
            ,
            <given-names>B.</given-names>
          </string-name>
          :
          <article-title>Towards an ontology of value ascription</article-title>
          ,
          <source>9th International Conference on Formal Ontology in Information Systems</source>
          , Vol.
          <volume>283</volume>
          , pp.
          <fpage>331</fpage>
          -
          <lpage>344</lpage>
          (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Sales</surname>
            ,
            <given-names>T. P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Baião</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Guizzardi</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Paulo</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Guarino</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mylopoulos</surname>
            ,
            <given-names>J.:</given-names>
          </string-name>
          <article-title>The Common Ontology of Value and Risk</article-title>
          , In: Trujillo J. et al. (
          <article-title>eds) Conceptual Modeling</article-title>
          .
          <source>ER 2018. Lecture Notes in Computer Science</source>
          , vol
          <volume>11157</volume>
          . Springer, Cham, pp
          <fpage>121</fpage>
          -
          <lpage>135</lpage>
          (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Kozaki</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kitamura</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ikeda</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mizoguchi</surname>
          </string-name>
          , R.:
          <article-title>Hozo: An Environment for Building/Using Ontologies Based on a Fundamental Consideration of “Role” and “Relationship”</article-title>
          , In:
          <string-name>
            <surname>Gómez-Pérez</surname>
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Benjamins</surname>
            <given-names>V.R.</given-names>
          </string-name>
          <article-title>(eds) Knowledge Engineering and Knowledge Management: Ontologies and the Semantic Web</article-title>
          .
          <source>EKAW 2002. Lecture Notes in Computer Science</source>
          , vol
          <volume>2473</volume>
          . Springer, Berlin, Heidelberg, pp.
          <fpage>213</fpage>
          -
          <lpage>218</lpage>
          (
          <year>2002</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Ueda</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Takenaka</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          and
          <string-name>
            <surname>Fujita</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          :
          <article-title>Toward Value Co-creation in Manufacturing and Servicing</article-title>
          ,
          <source>CIRP Journal of Manufacturing Science and Technology</source>
          , Vol.
          <volume>1</volume>
          , No.
          <issue>1</issue>
          , pp.
          <fpage>53</fpage>
          -
          <lpage>58</lpage>
          (
          <year>2008</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Ueda</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Takenaka</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Váncza</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          and
          <string-name>
            <surname>Monostori</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          :
          <article-title>Value Creation and Decision-making in Sustainable Society</article-title>
          ,
          <source>CIRP Annals - Manufacturing Technology</source>
          , Vol.
          <volume>58</volume>
          , pp.
          <fpage>681</fpage>
          -
          <lpage>700</lpage>
          (
          <year>2009</year>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>