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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A technological framework for scalable ground-up formation of Circular Societies</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Anant Sujatanagarjuna</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Technical University of Clausthal, Institute for Software and Systems Engineering (ISSE) Arnold-Sommerfeld-Str.</institution>
          <addr-line>1, 38678 Clausthal-Zellerfeld</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The Circular Economy (CE) is regarded as a solution to the environmental crisis. However, mainstream CE measures skirt around challenging the ethos of ever-increasing economic growth, overlooking social impacts and under-representing solutions such as reducing overall consumption. Circular Societies (CS) address these concerns by challenging this ethos. They emphasize ground-up social reorganization, address over-consumption through suficiency strategies, and highlight the need for considering the complex inter-dependencies between nature, society, and technology on local, regional and global levels. However, no blueprint exists for forming CSs. An initial objective of my thesis is exploring existing social-network ontologies and developing a broadly applicable model for CSs. Since ground-up social reorganization on local, regional, and global levels has compounding efects on network complexities, a technological framework digitizing these inter-dependencies is necessary. Finally, adhering to CS principles of transparency and democratization, a system of trust is necessary to achieve collaborative consensus of the network state.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;circular societies</kwd>
        <kwd>ground-up social reorganization</kwd>
        <kwd>social-network ontologies</kwd>
        <kwd>digitization</kwd>
        <kwd>democratization</kwd>
        <kwd>transparency</kwd>
        <kwd>network consensus</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Foreword</title>
    </sec>
    <sec id="sec-2">
      <title>2. Background and Motivation</title>
      <p>
        The abundance of cheaply exploitable natural resources and human labor has fueled a global
system of production and consumption, which follows a uni-directional pattern of "take, make
and dispose"; beginning with material and resource extraction, followed by applying (often
non-renewably sourced) energy and human labor, in order to manufacture products that are
subsequently sold to consumers, who discard them when they are of no further use [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. This
economic model, popularly known as the Linear Economy (LE), has been the driving force of
anthropogenic climate-change and its associated widespread socio-ecological damage.
      </p>
      <sec id="sec-2-1">
        <title>2.1. Circular Economy</title>
        <p>
          While in the LE, materials are extracted from nature and are used to manufacture products, only
to be eventually turned into waste; the model of a Circular Economy (CE) employs strategies
such as sharing, leasing, reusing, re-manufacturing and recycling to keep existing materials
and manufactured products in use for as long as possible. The CE aims to design a system of
production and consumption that eliminates the concept of "waste", by designing products that
are optimized for cycles of disassembly and reuse [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ]. The goal of this redesign, is to close the
loop in the system of "take, make and dispose"; thus reducing material and resource extraction
from nature, the creation of waste, and environmental pollution.
        </p>
        <p>
          In pursuit of similar goals, several governing bodies have adopted this model in recent years.
For instance, the EU Commission has drafted a circular economy action plan as one of the main
building blocks of the European Green Deal [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ].
        </p>
        <p>While the CE is a necessary and important step towards transitioning away from the
destructive LE, CE in practice has been cricised in recent research as being insuficient to achieve the
transformational change necessary to address the current socio-ecological crisis.</p>
      </sec>
      <sec id="sec-2-2">
        <title>2.2. Criticisms of the Circular Economy</title>
        <p>
          The central cause of the current socio-ecological crisis lies in the unidirectional logic that
characterizes global systems of consumption and production today. This logic is fueled by
industrialization and the narrative of free-market capitalism, whose primary function is to
maximize economic value of natural and human resources that are converted into market
commodities [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ]. CE measures in practice however, tend to focus on recovery rates, resource
eficiency, and waste reduction while overlooking aspects that can challenge this fundamental
logic. For instance, while the necessity for radical transformation of the systems of production
and consumption has been acknowledged by proponents and stakeholders of CE measures alike,
the positive environmental potential of the concept of suficiency is paradoxically disregarded
for being too radical, and is excluded from current CE debates [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ]. The concept of suficiency
is tightly linked with sustainability. If human society aims to be sustainable, i.e., satisfying
the needs of the present without compromising the needs of future generations, it must also
aim to consume enough to ensure universal human social well-being and quality of life, while
restricting this consumption within the confines of the Earth’s biocapacity [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ]. In other words,
we must also practice suficiency.
        </p>
        <p>
          Another criticism of current CE measures, is that they often also display a lack of consideration
towards social sustainability alongside economic and ecological sustainability [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ].
        </p>
        <p>While the CE is a necessary step towards addressing the current climate crisis, for a successful
transition to a sustainable circular economy that is truly within planetary boundaries, there
is also the need for an expansion of unidimensional value definitions to multidimensional
and holistic constructs that highlight the importance of suficiency and reducing resource
consumption. The concept of a Circular Society (CS) is such a holistic construct.</p>
      </sec>
      <sec id="sec-2-3">
        <title>2.3. Circular Society</title>
        <p>
          The CS is a holistic version of the CE, in which transition "requires a fundamental reorientation
and reorganization of practices and processes in all areas of life — from nutrition mobility and
energy use, to work models and housing concepts. This holistic vision, hearkens back to the
roots of the CE; "1. to adopt a system perspective that considers the complex ways in which
nature, society and technology are interdependently interacting on a local, regional and global
level; 2. to aim for closed loops and organize production and consumption practices in circular
lfows that imitates the "eco-logic" of ecological systems; 3. to create a resilient production and
consumption metabolism taking the need for regeneration of natural capital into account" [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ].
Unlike modern CE measures, which implemented these concepts only through new business
models and technologies, the proponents of CS also call for a "re-valuation of human labor and
an enhanced role and conditions for productive work, service provision and do-it-yourself (DIY)
activities" [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ].
        </p>
        <p>
          Aiming to challenge and transform the aforementioned unidimensional value definitions, CS
focuses on the creation of multidimensional concepts of value creation "that define qualitative
and quantitative indicators for social and ecological value creation and which take into account
the many forms of work (care work, informal work, community work, DIY) that contribute to
societal well-being" [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ].
        </p>
        <p>
          The CS also "aims to establish a participatory, communitarian, solidary and circular
consumption and production system" [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ], by championing the idea of people as ’embedded’ in these
complex systems, rather than as passive recipients [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ].
        </p>
        <p>
          Jaeger-Erben et. al [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] formulated some central topics for a "roadmap towards a CS", in
which they highlight that unlike modern CE measures, CS concepts must also emphasize the
concept of suficiency through strategies such as "refuse, rethink and reduce". This focus on
suficiency can shift the focus to alternative value definitions that can aim to reduce, if not
eliminate over-consumption.
        </p>
        <p>
          The authors [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] also identify some core prerequisites that need to be fulfilled, in order to foster
community, collaboration and solidary practices of a CS. Firstly, Accessibility and Transparency
are recognized as central prerequisites for participation in the social and economic practices of
a CS, meaning access to natural resources as well as education, health services and knowledge
of the consumption and production processes is shared rather than monopolized, and "political
and economic action is subject to the duty of transparency". Secondly, "Democratization and
Empowerment should create unconditional opportunities for participation and engagement in
political, economic and cultural processes. Participation opportunities are linked with strategies
for activation, capability boosting, and empowerment." A focus on encouraging suficiency
practices is also a key ingredient in achieving a circular society.
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Research Gap</title>
      <p>
        There is a limit to what an individual alone can accomplish to incorporate suficiency practices
in their life. For instance, as individual computer scientists that recognize the socio-ecological
damage associated with the lifecycle of smartphones, we can refuse to buy new smartphones,
and rather utilize our expertise by repurposing electronics that we already possess, and build
our own software alternatives to fit our daily needs. However, at least for me personally, the
expertise ends here; since I would be unable to repair or build custom hardware components
to sustain such a device forever. At a certain point, the lack of expertise of a single individual
would be a barrier preventing them from pushing this practice further. Thankfully, for this
specific scenario, the concept of a Hackerspace [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ] is already quite popular. A Hackerspace is
a collaborative workspace for people to work on projects while sharing tools and knowledge
to realize projects. Generalizing, in order to break such barriers, individuals would need to
collaborate and work together in order to practice suficiency strategies that they could not have
achieved on their own. Put together, several individuals can form a collaborative environment
that collectively finds creative solutions to sustainability challenges; a circular society.
      </p>
      <p>A similar analogy can be made on a slightly more macro scale: individual local CS might also
have similar limitations that they can only overcome by networking with other CSs. Working
inductively, there needs to be perpetual scaling-up/networking of CSs, to actualize the goal of a
socially and environmentally sustainable global circular society.</p>
      <p>
        Jaeger-Erben et. al. [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] recognize that "fertile ground" needs to exist for these innovative
practices to be ubiquitous. Such a fertile ground needs to be capable of networking individuals
together to facilitate these practices. There is however, no "blueprint" for the creation and
organization of CSs.
      </p>
      <p>
        As mentioned in Section 2.3, general guiding principles for CSs exist. However, the idea of
CSs is still relatively new, and there are already several examples of the principles of the CS
being put into practice, e.g., the Free and Open Source Software (FOSS) movement [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], solidarity
economics [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ], micro-energy cooperatives [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], eco-villages and co-housing projects [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
Exploring the commonalities and diferences between such societies, is a necessary step in
understanding how to replicate the fertile ground that facilitates their operation.
      </p>
      <p>
        Also, the perpetual scaling-up/networking of new and existing societies towards the goal of
a global CS would require a generic framework that works on an individual, societal and
macrosocietal level, and that can streamline the formation and continuous operation of these CSs: the
so-called fertile ground. Since this networking will exponentially increase in complexity,
tracking the various interdependencies between individuals, society, nature and technology, in an
analog manner would be infeasible. Hence, this would require this network of interdependencies
to be digitized, calling for a technological framework (at least) consisting of:
1. An ontology (consisting of individuals, society, nature, technology, and their various
relations), that is broadly applicable to, and serves as a means of understanding of the
dynamics of collaborative practices within and between CSs, inspired and compatible with
existing concepts such as solidarity economics, eco-villages, collaborative development,
etc.
2. A common communication network that allows transparent and democratized inter- and
intra- networking of CSs by forming a decentralized knowledge graph [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ] that adheres to,
and is described by the ontology.
3. A system of trust that is able to achieve (decentralized) consensus of the state of this
decentralized knowledge graph.
      </p>
      <p>
        These three building-blocks can satisfy the previously mentioned prerequisites identified by
Jaeger-Erben et. al [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], for a fertile ground that can foster the creation of CSs. The
democratization in the formation of the decentralized knowledge graph would allow for universal engagement
in the suficiency practices followed by the various actors in the network. The decentralized
knowledge graph being transparent, is also universally accessible, and allows knowledge to be
extracted and understood based on the defined ontology, empowering others with blueprints of
successful formations of CSs for independent formation. Additionally, the documentation of
suficiency practices, could also allow for their evaluation in terms of positive environmental
impact.
      </p>
    </sec>
    <sec id="sec-4">
      <title>4. Research Questions</title>
      <p>The main goal of my thesis is to fill the gap in the existing research identified in Section 3. To
this end, I define the main research question for my thesis as follows:</p>
      <p>RQ: How to create a technological framework to facilitate the formation and
networking of circular societies?</p>
      <p>For a more focused exploration of the main research question, I have further sub-divided the
main research question into the following:
• RQ1: How to create an ontology that is broadly applicable to circular societies?
• RQ2: How to network circular societies in a transparent, democratized, and
decentralized knowledge graph?
• RQ3: How to create a system of trust to achieve consensus in the decentralized
knowledge graph?</p>
      <p>These sub-questions are suitably phrased in order to collectively answer the main research
question.</p>
      <p>In order to answer each of these questions, a preliminary research direction of my thesis
would be to do systematic literature review into various subjects, including but not limited to:
existing ontologies of social networks and frameworks for their development such as OWL
(the Web Ontology Language) [14], decentralized knowledge graphs, technologies supporting
decentralized autonomous organizations [15] (including non-blockchain [16] related solutions),
and decentralized consensus mechanisms [17].</p>
      <p>Secondary research directions of my thesis will also include exploring methods of evaluating
suficiency practices for their positive environmental impact using this technological framework.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Acknowledgments</title>
      <p>I would like to thank my members of my family, friends and colleagues; whose feedback was
invaluable in writing this paper.
[14] OWL Working Group, Web Ontology Language (OWL), 2012. URL: https://www.w3.org/</p>
      <p>OWL/, accessed: 2023-03-17.
[15] S. Wang, W. Ding, J. Li, Y. Yuan, L. Ouyang, F.-Y. Wang, Decentralized autonomous
organizations: Concept, model, and applications, Transactions on Computational Social
Systems 6 (2019) 870–878.
[16] J. Golosova, A. Romanovs, The advantages and disadvantages of the blockchain technology,</p>
      <p>IEEE, 2018, pp. 1–6.
[17] C. Zhang, C. Wu, X. Wang, Overview of Blockchain consensus mechanism, 2020, pp. 7–12.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <surname>Ellen</surname>
            <given-names>McArthur Foundation</given-names>
          </string-name>
          ,
          <source>Towards the Circular Economy</source>
          Vol I,
          <year>2013</year>
          . URL: https://ellenmacarthurfoundation.org
          <article-title>/ towards-the-circular-economy-vol-1-an-economic-and-business-rationale-for-an</article-title>
          , accessed:
          <fpage>2023</fpage>
          -03-17.
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>EU</given-names>
            <surname>Commission</surname>
          </string-name>
          ,
          <article-title>Towards a circular economy: a zero waste programme for</article-title>
          <source>Europe</source>
          ,
          <year>2015</year>
          . URL: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52014SC0206R(
          <issue>01</issue>
          ), accessed:
          <fpage>2023</fpage>
          -03-17.
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>M.</given-names>
            <surname>Jaeger-Erben</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Hofmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Marwede</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Winzer</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Proske</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Wagner</surname>
          </string-name>
          , E. Poppe,
          <article-title>From Take-Make-Dispose to a Circular Society. Introduction of a new vision in six propositions (</article-title>
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>P.</given-names>
            <surname>Suski</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Palzkill</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Speck</surname>
          </string-name>
          ,
          <article-title>Suficiency in social practices: an underestimated potential for the transformation to a circular economy (</article-title>
          <year>2023</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>L.</given-names>
            <surname>Niessen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Bocken</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Short</surname>
          </string-name>
          ,
          <source>The Suficiency-Based Circular Economy-An Analysis of 150 Companies, Frontiers in Sustainability 3</source>
          (
          <year>2022</year>
          ). doi:
          <volume>10</volume>
          .3389/frsus.
          <year>2022</year>
          .
          <volume>899289</volume>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>F.</given-names>
            <surname>Vanhuyse</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Fejzić</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Ddiba</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Henrysson</surname>
          </string-name>
          ,
          <article-title>The lack of social impact considerations in transitioning towards urban circular economies: a scoping review</article-title>
          ,
          <source>Sustainable Cities and Society</source>
          <volume>75</volume>
          (
          <year>2021</year>
          )
          <fpage>103394</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>M.</given-names>
            <surname>Jaeger-Erben</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Jensen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Hofmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Zwiers</surname>
          </string-name>
          ,
          <article-title>There is no sustainable circular economy without a circular society</article-title>
          , Resources,
          <source>Conservation and Recycling</source>
          <volume>168</volume>
          (
          <year>2021</year>
          )
          <fpage>105476</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>How</given-names>
            <surname>To Find And Get Involved With A Hackerspace</surname>
          </string-name>
          ,
          <year>2012</year>
          . URL: https://www.lifehacker.com.au/
          <year>2012</year>
          /05/ how-to
          <article-title>-find-and-get-involved-with-a-hackerspace-in-your-community/</article-title>
          , accessed:
          <fpage>2023</fpage>
          -03-17.
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>Richard</given-names>
            <surname>Stallman</surname>
          </string-name>
          ,
          <source>FLOSS and FOSS</source>
          ,
          <year>2021</year>
          . URL: https://www.gnu.org/philosophy/ lfoss-and
          <article-title>-foss.en</article-title>
          .html, accessed:
          <fpage>2023</fpage>
          -03-17.
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>S.</given-names>
            <surname>Ray</surname>
          </string-name>
          , '
          <article-title>Economics of Solidarity': Economics of the 21st Century, Economic</article-title>
          and Political
          <string-name>
            <surname>Weekly</surname>
          </string-name>
          (
          <year>2012</year>
          )
          <fpage>39</fpage>
          -
          <lpage>48</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <surname>Ö. Yildiz</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          <string-name>
            <surname>Rommel</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          <string-name>
            <surname>Debor</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          <string-name>
            <surname>Holstenkamp</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          <string-name>
            <surname>Mey</surname>
            ,
            <given-names>J. R.</given-names>
          </string-name>
          <string-name>
            <surname>Müller</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          <string-name>
            <surname>Radtke</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          <string-name>
            <surname>Rognli</surname>
          </string-name>
          ,
          <article-title>Renewable energy cooperatives as gatekeepers or facilitators? Recent developments in Germany and a multidisciplinary research agenda</article-title>
          ,
          <source>Energy Research &amp; Social Science</source>
          <volume>6</volume>
          (
          <year>2015</year>
          )
          <fpage>59</fpage>
          -
          <lpage>73</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [12]
          <string-name>
            <given-names>M.</given-names>
            <surname>Daly</surname>
          </string-name>
          ,
          <article-title>Quantifying the environmental impact of ecovillages and co-housing communities: a systematic literature review</article-title>
          ,
          <source>Local Environment</source>
          <volume>22</volume>
          (
          <year>2017</year>
          )
          <fpage>1358</fpage>
          -
          <lpage>1377</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [13]
          <string-name>
            <given-names>S.</given-names>
            <surname>Ji</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Pan</surname>
          </string-name>
          , E. Cambria,
          <string-name>
            <given-names>P.</given-names>
            <surname>Marttinen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y. S.</given-names>
            <surname>Philip</surname>
          </string-name>
          ,
          <article-title>A survey on knowledge graphs: Representation, acquisition, and applications</article-title>
          ,
          <source>Transactions on Neural Networks and Learning Systems</source>
          <volume>33</volume>
          (
          <year>2021</year>
          )
          <fpage>494</fpage>
          -
          <lpage>514</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>