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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Towards a Visual Language Approach for Modeling Business Ecosystems</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Anne Faber</string-name>
          <email>anne.faber@tum.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Technical University of Munich Department of Informatics Software Engineering for Business Information Systems Boltzmannstr.</institution>
          <addr-line>3, 85748 Garching bei Munchen</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Enterprises develop, produce, and distribute their products and services nowadays in complex and increasingly digital business ecosystems consisting of business partners, suppliers, competitors, start-ups, public institutions, and costumers. These business ecosystems exhibit a high dynamic: new actors enter and leave the ecosystem continuously. Thus, for enterprise business and IT strategy the knowledge about and active design of the business ecosystems are gaining more relevance. Various stakeholders within the enterprise need to collaborate to achieve a holistic understanding of the ecosystem, all with di erent requirements towards the ecosystem model. As visualizations have proven to support stakeholders in ful lling their ecosystem related tasks, the aim of this research project is the modeling and visualizing of business ecosystems addressing the identi ed challenges.</p>
      </abstract>
      <kwd-group>
        <kwd>Business Ecosystems</kwd>
        <kwd>Modeling</kwd>
        <kwd>Decision Support System</kwd>
        <kwd>Visualization</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The environment of an enterprise in uences the business development of the
same [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. As \innovative companies can't evolve in a vacuum" [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] the business
environment { to which we refer to as business ecosystem { can be a deciding
factor for the success or failure of an enterprise [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Thereby,
      </p>
      <p>
        Business ecosystem (BE) describes the holistic environment of a company
covering current and potential future business partners, customers, suppliers,
competitors, regulatory institutions, and innovative start-ups. It exhibits a
high dynamic as continuously entities enter and leave the ecosystem.
Thereby, a BE enlarges the classical value-added chain, consisting of suppliers
and customers, and the known competitors active in the same market. It
includes besides business partners on various levels of cooperations also potential
interesting enterprises and start-ups for future collaboration, but also public
institutions a ecting the market direction with changes in laws, regulations, and
policies. For a comprehensive de nition of business ecosystem we refer to [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
Within their business ecosystems companies nowadays invent, create and o er
products and services. This allows companies to focus on their expertise within
the invention, development and selling process, but also makes them dependent
on other entities within the ecosystem. Thus, it is vital for an enterprise to
extract relevant insights by modeling and analyzing its BE. Only when knowledge
of the elements of the BE and their interrelations is available for an enterprise,
it is able to respond to changes in the ecosystem. Therefore, it is mandatory
for enterprises to continuously analyze and model the BE. The identi cation
of key players { together with the analysis of similarities and di erences { is
as relevant as the identi cation of niches within the ecosystem, addressable by
new ecosystem players, or the analysis of changes in the ecosystem due to failed
negotiation, an ending relationship, or the change of personnel of a manager in
a leading position.
      </p>
      <p>Especially in business areas which are a ected by the digital disruption, such as
the media or mobility industry, the business ecosystems are changing at a rapid
pace. Technological innovations enable new actors to enter the business
ecosystem with innovative business models and challenge existing BE stakeholders,
taking over parts of their market share or even { in an extreme case { replace
them. This is particularly true for large enterprises, which face great challenges
when trying to adapt their business to recent market developments.
To model those continuously changing business ecosystems the market
developments must be analyzed by scanning various data sources. These data sources
can be newspaper articles, news feeds, social media, start-up databases,
companies web pages, etc. The business ecosystem and its changes e ect stakeholders
of di erent business units within the enterprise which are responsible for
business relations, market analysis, customer feedback, etc. All these stakeholders
have requirements towards a particular part of the enterprise's BE.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Problem Description</title>
      <p>
        Even though there has been research conducted addressing the relevance of the
business ecosystem for companies (e.g., [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ], [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], or [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]), stakeholders are still
seeking to nd e ective methods and techniques to help understand and
manage the complexity of their business ecosystem ( [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]). When compared to
the classical competitor or market analysis, the business ecosystems nowadays
change much more rapidly [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. New companies enter and leave the market
continuously [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ], ranging from innovative start-ups, to new competitors, or potential
business partners. The problem addressed within this research project is
Problem Description. Companies {especially larger ones{ are lacking a
comprehensive understanding of their business ecosystem, the comprising
entites and existing relations, and the highly dynamic changes.
      </p>
      <p>Therefore, we want to answer the following research questions
RQ 1. What is the current state of the art within enterprises addressing
business ecosystem modeling and where are the main challenges?
Up to now, the relevance of business ecosystems for enterprise success has been
identi ed and discussed widely, but how companies address this task and what
challenges they face have not been analyzed. RQ 1 aims at understanding if
companies are already addressing the management of business ecosystem models,
how they process the ecosystem related information, if and what tools they use
and where they have needs and requirements for addressing and/or improving
this.</p>
      <p>RQ 2. Which tasks and questions arise in the context of understanding and
managing a business ecosystem model?
To understand how enterprise representatives can be supported in understanding
and managing their business ecosystem, it is important to identify the tasks
and questions the stakeholders are seeking to answer with a business ecosystem
analysis (RQ 2).</p>
      <p>RQ 3. How can business ecosystems be modeled considering the various
requirements of di erent stakeholders?
In addition to suppliers, customers, business partners, and competitors, a
business ecosystem comprises innovative start-ups and companies for potential future
collaboration as well. To model a company`s ecosystem, it is thus important to
include di erent stakeholders of various business units, such as legal, market
research analysis, competitor analysis, customer department, etc. Not only their
already existing knowledge but also all stakeholder's requirements have to be
included in the business ecosystem model. Answering RQ 3 will lead to the model,
which is created following a collaborative approach.</p>
      <p>RQ 4. Which decision support tools and features of these tools are suitable
to support stakeholders in completing business ecosystem related tasks?
RQ 4 aims at fostering the understanding of which outcomes of an agile enterprise
internal process are needed to support the stakeholders and decision makers.
The outcomes thereby include visualizations, metrics, reports, etc. Finally, the
research project will be evaluated and the approach validated. A comparison
with similar approach is included.</p>
      <p>With our research project, we are aiming at an enterprise internal process to
collaboratively analyze and manage the business ecosystem considering di erent
stakeholders' knowledge about and requirements towards the business ecosystem.
Our focus thereby is within business areas a ected by the technological changes
and digital disruption. As these business ecosystems are continuously changing,
the resulting business model must be adaptable as well.</p>
      <p>The results of this research project mainly contribute to the elds information
systems (IS), visual decision suppot (VDS) and computer supported cooperative
work (CSCW).</p>
    </sec>
    <sec id="sec-3">
      <title>Research Approach and Preliminary Results</title>
      <p>To support the digital transformation in the area of Smart Mobility and Smart
City, the TUM Living Lab Connected Mobility (TUM LLCM)1 research project
was initiated, funded by the Bavarian Ministry of Economic A airs and Media,
Energy and Technology (StMWi) through the Center Digitisation.Bavaria, an
initiative of the Bavarian State Government. One of the project goals is the
networking of already established and currently arising mobility providers,
service providers, developers and users on an organizational level. Within these
networking activities we conducted several discussions about the connected
mobility ecosystem, which is currently reshaping and drastically changing due to
technological innovation, a phenomenon often referred to as digital disruption.
The discussion partners, representatives of automotive OEMs, parts suppliers,
IT consultants of the automotive industry, and start-ups o ering innovative
mobility services, all stated their inability to understand the continuous changes of
the ecosystem. The amount of information, the distribution of responsibilities
addressing di erent parts of the ecosystem, and the missing or insu cient tool
support were named consistently as major challenges. These companies the
usage of the Prototyp developed within this research project is o ered to address
the identi ed challenges.
3.1</p>
      <p>
        Research Approach
To model business ecosystems, and to help understand and manage the
complexity of business ecosystems, visual decision support and visual analytic systems
and approaches have been proposed and evaluated (cf., [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ], [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], and
[
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]), supporting stakeholders and decision-makers applying the "wide lens" [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]
and making informed decisions. Thereby, a data-driven approach is applied to
foster the understanding of the dynamics within ecosystems. Amongst other
research results, a visual analytics system is presented analyzing a xed supply
network data set [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. The described system provides multiple views in an
integrated interface enabling users to interactively explore the supply network and
additionally, providing data-driven analytic capabilities.
      </p>
      <p>We see a great research opportunity to extend this research by addressing an
enterprise internal approach to model the business ecosystem in an agile process
supported by a visual decision support system.</p>
      <p>In a rst step of this research project, a prototype { which we refer to as the
Business Ecosystem Explorer (BEEx) { was implemented to support the
understanding of connected mobility ecosystem related to the TUM LLCM project.
After a rst evaluation phase conducted with project partners, we incorporated
the feedback and developed the second version of the BEEx.
1 www.tum-llcm.de/en
As a rst result, the BEEx prototype, a web-based tool to model and visualize
business ecosystems, can be presented. The current version of this prototype is
visualized in Fig. 1. As this research project was initiated within the context
of connected mobility, the current version of the BEEx addresses the connected
mobility ecosystem.</p>
      <p>
        The BEEx rests on a Hybrid Wiki approach as presented in [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] that serves as
Knowledge Management System application development platform and contains
features for data management, as well as collaboration and decision support. To
create the BE model we use the Hybrid Wiki metamodel.
      </p>
      <p>
        The business ecosystem model consists of entities and relations plus
attributes describing these entities and types of relations (see Fig. 2). We use
UML [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ] to represent the ecosystem model. Within the decision support
system { the BEEx { we use an explicit visual language to represent the BE model
through useful interactive visualizations.
      </p>
      <p>The rst version of the prototype consisted of two visualizations, a matrix layout,
and a force-directed layout, representing the project's ecosystem. Additionally,
it provided { as the latest version as well { the feature to easily enter missing
entities, relations between them and integrating further information. This
version of the BEEx was evaluated in 12 expert interviews, thereof nine aiming at
the goal to identify visualizations as appropriated support to better understand
the ecosystem, and three semi-structured in-depth expert interviews, discussing
which information and visualization might be helpful to add to the existing
version of the prototype. Besides the identi cation of networked graph and treemap
as favored visualization types, the interactive features such as ltering,
highlighting and clicking to get detailed information were named.</p>
      <p>This feedback was included in the second version of the BEEx. As described
in detail in Section 4 it is our goal to continuously evaluate the modeling and
prototypical implementation.</p>
      <p>In a parallel step, we initiated an anonymous survey. We contacted 51
representatives of German companies active in the area of enterprise modeling via e-mail,
asking for their contribution to our survey. Additionally, we posted information
about the survey including a link on LinkedIn. Thereby, the aim of the survey
is to understand the state-of-the-art in practice on how enterprises analyze and
manage their business ecosystems. The survey is still running at the date of
submission.
4</p>
    </sec>
    <sec id="sec-4">
      <title>Research Methodology</title>
      <p>
        The research objective of this project is to develop information system artifacts,
more precisely a business ecosystem model and the design and prototypical
implementation of a web-based tool supporting business ecosystem stakeholders
in ecosystem related tasks to collaboratively analyze and manage their business
ecosystem. Therefore, a combination of the design science research approach
proposed by Hevner et al. [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] and the action design research approach as presented
by Sein et al. [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ] is applied.
      </p>
      <p>
        The adoption of the Information Systems Research Framework, ensuring an
integration of the developed artifacts in the appropriate environment and knowledge
base according to [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ], is pictured in Fig. 3.
As this research addresses the challenges perceived by ecosystem stakeholders
to better understand the business ecosystem, the artifacts will emerge through
the interaction of design and use [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ], that means in short iterations of analysis,
design, evaluation, and di usion, as it is also proposed by [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ].
      </p>
      <p>The developed artifacts are thereby evaluated and validated with relevant
literature identi ed in an extensive literature review, expert interviews, a survey
addressing mainly German companies active in areas a ected by digital
transformation, and case studies. This iteratively received feedback will incorporate
in the next analysis and design phase of the research project.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgement</title>
      <p>This PhD project is supervised by Prof. Dr. rer. nat. Florian Matthes, holding
the chair Software Engineering for Business Information Systems at Technical
University Munich.</p>
      <p>This work is part of the TUM Living Lab Connected Mobility (TUM LLCM)
project and has been funded by the Bavarian Ministry of Economic A airs and
Media, Energy and Technology (StMWi) through the Center Digitisation.Bavaria,
an initiative of the Bavarian State Government.</p>
    </sec>
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