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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Introducing Argumentative and Discursive Enterprise Leading and Management</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Sebastian Bittmann</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Balbir Barn</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Tony Clark</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oliver Thomas</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Middlesex University</institution>
          ,
          <addr-line>London</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University Osnabrueck</institution>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Leading an enterprise requires, obviously, decision making. However, these decisions require explanations in order to make it possible for stakeholders to get an understanding about the enterprise's strategic direction. This is even more important when these stakeholders are in charge to transpose such strategic decision into their tactical or operational work. Enterprise modelling may be capable of depicting strategies per se, but it is rather a vessel of communication than of explanation. Whilst, a strategy may be accordingly modelled, those who receive such a model needs to purposeful interpret and successfully implement it. However, without any insights, justi cations or references that go beyond the claim of a model, it is di cult to embrace the theory of the actual modeller. Therefore, in this paper argumentative modelling will be speci cally applied to the domain of strategic management. Moreover it will be elucidated how modelled strategic arguments can be used as a basis for enterprise architecture alignment and management. As it will be shown in the paper, the application of argumentative modelling overcomes classical restrictions and makes it possible to support a discourse, which can be later on used as an explanation for the intentions of the modeller.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Strategies are a central component of the enterprise's success [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], as they guide
the enterprise within an often unstable environment as well as they position the
enterprise within a competitive and challenging market. So, whether the
strategies are planned or emergent [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], they decide about the transition of the external
requirements into business values by means of the enterprise's resources and
capabilities. Although the strategy of an enterprise shall be incorporate by every
artefact of the enterprise, the impact is often di cult to measure. This relates
mainly to the often natural-language-based spread strategies [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Despite the
available approaches for providing a strategy by means of a conceptual model
[
        <xref ref-type="bibr" rid="ref4">4</xref>
        ] and further the consideration of strategic aspects in enterprise architectures
[
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], a possible bene t of the conceptualisation of a strategy is missing. For
example, based on the strategy itself, the management, the argumentative evaluation
of and reasoning about IT-artefacts is not possible, because of rather
straightforward perspective on enterprise transformations [6, pp. 11-14]. Therefore the
motivation of conceptualising the strategy for documentary reasons may be not
su cient to take the extra e ort.
      </p>
      <p>
        In order to motivate the relevance for conceptualising a strategy
accordingly, in this paper, the concept of a strategic argument will be introduced that
was derived from the theory of argument by Stephen Toulmin and explicitly
from the conception of such an argumentative theory for modelling languages,
namely the Argumentative Modelling Language [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Thereby, a relation between
an IT-artefact and the respective part of the strategy becomes obvious, which
enables a possible justi cation of the IT-artefact and further the motivation for
an adaptation of the artefact based on changing conditions. The rest of the paper
is outlined as follows. Initially, the theoretical conception behind the strategic
argument is introduced in section 2. Following, the conception of the strategic
argument as well as its relation towards both, the strategic and enterprise
architecture management will be discussed in section 3. Successively, the approach
will be evaluated in a case study in section 4. Lastly, the paper ends with a
conclusion in section 5.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>The Argumentation Modelling Language</title>
      <p>
        The Argumentation Modelling Language (ArgML) was derived from the work
by Stephen Toulmin, who proposed an argumentation theory from the eld of
jurisprudence [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. Using a form of argument as proposed by the ArgML, enables
the depiction of the theory that lies behind a conceptual model [
        <xref ref-type="bibr" rid="ref10 ref9">9, 10</xref>
        ]. Moreover
the form of argument as proposed by Toulmin enables an evaluation of the
underlying theory [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. The conception of the ArgML is a complete exclusion of
natural language and exclusive to semi-formal modelling languages, respectively
domain-speci c modelling languages. So any argument proposed by means of the
ArgML follows a strictly speci ed syntax and is interpretable by clearly de ned
semantics. Therewith the abstract syntax of the ArgML is given by Figure 1.
A detailed explanation of the key concepts that are either adopted based on
Toulmin's theory or added with respect to requirements of the formalisation
process.
      </p>
      <p>The prime concept is the argument. Any argument is a container for a
multitude of claims and their rebuttals. An arguments comprises claims that are
speci ed by means of an uniquely chosen language. Generally, such a language
should satisfy the purposes of the resulting model, so usually a domain-speci c
language should be chosen that can be characterised as semi-formal. Therewith,
its speci cation o ers various concepts for expressing claims. Every claim that
is included by the argument and speci ed by the respective language embodies
knowledge, which shall be established. It is expressed through a model, which
follows the syntax of the respective argument's associated language.
Respectively, a model is an instance of the chosen language of an argument used for
expressing the designated claims. As the knowledge o ered by claims may
become established, those claims will be delegated by grounds in order to propose,
respectively establish, new and upcoming knowledge by means of new claims. To
conclude from grounds to claims, warrants de ne the implication from already
grounded knowledge to newly claimed knowledge. Warrants as well as quali ers
are universal expressions, which are speci ed by the OCL. However, quali ers
de ne the validity of the qualifying claim. If the quali er is satis ed, the claim
is valid. A quali er is expressed through OCL. Both the warrants and quali ers
refer explicitly to the di erent concepts o ered by the language by means of
their OCL expressions. Finally, a rebuttal is a further claim that contradicts a
previous made claim, by means of con icting statements. Based on the
semiformal language speci cation the resulting contradictions can be automatically
identi ed.</p>
      <p>
        Based on such formalisation, which are embodied by the abstract syntax
of the ArgML (cf. Figure 1), the formalisation of arguments based on
domainspeci c languages becomes possible. With the use of semi-formal arguments, the
actual discourse, which was held by the respective modeller, can be
comprehended afterwards. Additionally, from the discourse, the actual resulting model
can be derived, by combining the various di erent and valid claims. [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]
      </p>
    </sec>
    <sec id="sec-3">
      <title>Modelled Arguments of the Domain of Strategic</title>
    </sec>
    <sec id="sec-4">
      <title>Management</title>
      <p>
        With respect to strategic management, the strategic management process (SMP)
[
        <xref ref-type="bibr" rid="ref12">12</xref>
        ] shall be used as a basis for alignment of the succeeding work. The SMP
basically can be divided by four di erent phases. These are the analysis, speci cation,
implementation and control phase. During the analysis phase, the SMP evaluates
the environment as well as the enterprises possibilities and resources. Hence, the
strength and weaknesses as well as the opportunities and challenges faced by the
enterprise are evaluated. Subsequently, during the speci cation phase, a strategy
will be stated that should be pursued by the enterprise. The strategy provides
a plan for achieving a certain set of goals that were de ned with respect to the
previous analyses. After the speci cation, the strategy will be implemented and
enacted. Hence, the strategy nds its concretisation by means of the di erent
actions taken by the employees of the enterprise. Finally, the proper
implementation needs to be audited during the control phase. Mainly the two initial phases
are of relevance for the proposed approach, as these focus rather on concepts.
With respect to the argumentation theory, the analysis phase provides facts on
which strategic steps that claim the complete strategy may be grounded.
Additionally, further concepts are needed that justify a strategic step on the facts of
the analyses.
3.2
      </p>
      <p>
        Strategic Arguments
Applying the ArgML to a speci c domain, namely the strategic management,
requires the various concepts of the ArgML to become domain-speci c.
Respectively, the concepts need to be adapted or specialised towards the speci c
requirements of the speci c domain. Thereby, the ArgML represents a certain
reference model [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], which has to be adapted towards the requirements of the
speci c domain, namely strategic management. Therefore, the ArgML has to
support the grounding of claimed strategic steps. Based on their grounding, it
needs to possible to justify the strategic steps regarding their expected bene t
and practicability [14, pp. 53-130].
      </p>
      <p>
        So arguing a strategy requires at least two parts: the explanation of the
possibility, respectively if it's possible to resolve the strategy and there is a need
for explaining the expected bene t is. Both these parts can be structured by
means of the concepts of the ArgML. Beginning with the claim, which represent a
certain statements that is sought to be established; its purpose is the proposition
of a speci c, rather atomic, strategic step. Based on this multitude of claims,
those that ultimately become valid form the actual strategy of the enterprise [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>Nevertheless, the proposed claims need to be grounded in order to justify the
strategic argument with respect to the expected bene t and the practicability.
Thereby, a ground of the ArgML is specialised by a strategic argument to any
circumstance either owned by the enterprise as a form of resource or inhabited in
the external environment. Accordingly, grounding on the enterprise's resources
further justi es the possibility to implement the strategic step by the enterprise.
Grounding on the environment, enables the elucidation whether a strategic step
leads to a better position within the market or improves the overall
competitiveness. So, a ground is a statement about an irrefutable state of the enterprise or its
environment. So with having both concepts applied to the strategic management
domain, the phase of analysis and speci cation of the strategic management can
be purposefully supported by means of conceptual models.</p>
      <p>
        To simply refer to a ground from a claim jeopardises the chance for insights,
rebuttals and onward improvement [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ]. Thereby, explanations are required that
describe a certain design for realising a speci c set strategy, against other possible
design decisions. The concepts of a quali er, enables a more speci c statement
about the required resources and external requirements. The quali er embodies
a certain set of rules that are capable of evaluating the grounds properly in order
to make a statement about the practicability of the strategic step. If for
example, the enterprise owns a certain IT-System, a strategic argument might refer
to such a resource. However, the quali er is able to state the exact amount of
time this IT-System will be needed for the realisation. Thereby, refutations
between two arguments, namely rebuttals can be identi ed based on the references
and whether the respective requirements can be aligned or not. The concept of
a warrant in a strategic argument represent the possible bene t the enterprise
might have with following a speci c strategic step. Hence, it must provide the
conclusion for realising a strategic step, which is in the case of strategic
management, the achievement of a speci c strategic goal. Such a goal represents a
change in the external or internal circumstances that ultimately should lead to a
better position of the enterprise. Thereby within the perspective of
argumentation, a strategic goal shall be viewed as a transition from a current to a desired
future state. Next to the desired bene ts, the warrant further has to provide the
expected e ort, which has to further be accounted by the prediction of a future
state. On account of this, the warrant reveals the sense of pursuing a
strategic step based on the circumstances of the enterprise. Ultimately the general
conceptualisation can be gained from Figure 2.
      </p>
      <p>
        Implementation of Strategic Arguments within an Enterprise
Architecture
As it was elucidated in the previous chapter, the strategic arguments can be used
for the speci c requirements evolved with reference to the analysis and speci
cation of the enterprise's strategy. However, in order to illustrate the bene cial
contribution, the concept of enterprise architecture management as a reference
for the evaluation of possible applications of strategic arguments within the
enterprise. An enterprise architecture subsumes the relevant artefact for the
enterprise and their interrelation [
        <xref ref-type="bibr" rid="ref16 ref17">16, 17</xref>
        ]. In general, these artefacts are considered
with strategical, such as product and services, as well as process, application and
technological related issues [
        <xref ref-type="bibr" rid="ref18 ref5">5, 18</xref>
        ].
      </p>
      <p>
        For the general purposes of this paper, the LEAP approach [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ] was
chosen, which represents a lightweight, component and layer based approach for
enterprise architecture management. The general conception of a component
as an artefact enables the illustration of general rules for applying the
strategic argument throughout the enterprise architecture. Furthermore, the layered
perspective of LEAP, fosters the re nement of strategic arguments to concrete
software components and the generation of strategic directions based on
technological innovations. Hence, the bene ts of the approach can be elucidated by
the use of a middle-out approach for enterprise arguments, without restricting
the approach to the strategy and rather top-down or the technology and rather
bottom-up, but enabling a possible alignment between technological and
organisational innovations [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ]. LEAP, although supports graphical representation by
means of diagrams, uses textual representations. Respectively LEAP uses OCL
statements for de nitive speci cation of the enterprise architecture. The most
general statement is "(C,o)[n=v;...]when Q" , whereby C is a class name, o
an object identi er, n a name of a speci c eld and v is a value. Q is an OCL
constraint that should satisfy the proper creation of o. So in order to enable the
use of strategic arguments in LEAP, the form of statement needs to be properly
adapted. Therefore it is necessary to enable references to enable a justi cation
of the decisions. Respectively, whilst it is already possible to propose claims, it
must be further necessary to ground these claims. So with
(C,o)[n=v;...] requires (R,QS) targets (G,WS) when Q
      </p>
      <p>a speci c form of the OCL constraint is given that satis es the requirements
of the conception of a strategic argument. Therefore R has been introduced for
referencing an already available artefact of the enterprise architecture or an
external circumstance and QS describes how this reference quali es as a ground
for the argument. Additionally G references any goal that should be targeted by
means of the introduction of the artefact o and WS gives the justi cation of the
achievement of the respective goal by means of the introduced artefact.
4</p>
    </sec>
    <sec id="sec-5">
      <title>Case Study</title>
      <p>In the following, an evaluation of the respective introduced approach will be
undertaken by means of a case study. The case study focuses on an enterprise,
whose primary business is the online retail of commercials. For that particular
purpose, the company uses an own developed platform, on which the respective
customers can purchase, request customer services and other services regarding
compliance. Thereby, the enterprise mainly focuses on extending its customer
base and additionally the increase of the customer value by means of cross- and
up-selling.</p>
      <p>The upcoming Figure 3 illustrates the enterprise architecture on a current
state and additionally, several arguments that claim adaptations within the
enterprise architecture. So, in an excerpt, the enterprise architecture includes three
di erent business processes that were proposed to target the achievement of the
initial strategy. These business processes are further supported by certain
applications that were coordinated on the application layer. Ultimately, the enterprise
architectures include certain technology for the realisation of the application
systems. However, while the work ow management system has already been
introduced, it hasn't been yet used for the realisation of an application system or
a business process.</p>
      <p>So, initially, as depicted by Figure 3, an automation of the customer services
was proposed based on the respective goal, namely the sale increase. This was
grounded on the opportunities a work ow management system o ers and
additionally, the available time of the customer consultants that prior were in charge
for executing the services. So, based on the ground and the respective goal to
achieve and strategy to resolve, the argument proposes an automation or partly
automation of the business processes "Order Processing" and "Customer
Services". The formalisation of this argument regarding customer services is given
in the following.
context CustomerServices
self.includeComponent(CRM[components=(WfMS,CustomerDatabase), ...])
and self.includeComponent(SelfServicePortal[components=WfMS,...])
requires CustomerConsultants.avgWeeklySpentTime(OrderProcessing)</p>
      <p>&gt;36000s and TechnologyLayer.includes(WfMS)
targets SaleIncrease &gt;= 0.1</p>
      <p>Additionally, a further argument proposed the focus on the customer relation
with the motivation of an increase of ve per cent of the customer value. Such
argument is grounded on the customer requirements and additionally, on the
previous analysed potential of cross- and up-selling. So, in order to resolve such
a strategy, the business processes of customer services and customer compliance
were sought to adapt to the upcoming and justi ed customer needs, as given
below.
context CustomerServices
self.includeComponent(CustomerServiceSystem
[components=(CustomerServices,CustomerDatabase), ...])
and self.excludeComponent(WfMS)
requires CustomerReBuyPotential&gt;0.5
targets AvgRevenuePerCustomerIncrease&gt;0.05</p>
      <p>However, on a later stage, respectively the design of the respective business
processes based on the proposed strategic arguments, it occurs that although
prior in harmonisation, two of the goals provided by the strategic arguments are
in con ict. Such a con ict results from the necessity for the process "Customer
Services" for being compliant to both prior discussed strategic arguments. With
the current business process landscape of the company, the respective business
process has to be designed with reference to automation potential as well as
customer relation. These directives are in con ict, as the customer relation needs
to be fostered by a customer consultant and requires human interactions. Hence,
the identi cation of a rebuttal within the set goals requires a speci c level of
concretisation by the respective strategic step.</p>
      <p>In parallel and untouched from this con ict, a request from the operative has
arisen that demands the integration with the ticket manager and the customer
database, which was initially only used by the CRM System, for the more e
cient performance of the customer compliance process.
context CustomerCompliance
self.includeComponent(TicketManager.includeComponent(CustomerDatabase))
requires TicketManager.datamodel</p>
      <p>.intersection(CustomerDatabase.datamodel).includes(Customer)
targets EfficiencyIncrease &gt; 0.1</p>
      <p>So, as depicted by Figure 3, the actual con ict between two arguments only
become visible, after the conceptual realisation of the respective artefacts, as
the design requires balancing between opportunities. Thereby, design decisions
within the business processes are contrary to each other, but both were based
on a strategic direction that initially didn't reveal a con ict.</p>
      <p>However, with the identi cation of the actual con ict and documentation of
the design decisions, the di erent strategic steps can be purposefully re ned in
order to propose a less ambiguous strategy with respect to enterprise architecture
management. With the strict grounding on the speci c targets and requirements
of the artefact, the alignment to the business strategy of the company was
possible, as inference could be made to the initial intentions, which was derived
from the overall enterprise strategy. Moreover with the re nement of the
strategic arguments, the enterprise architecture can be purposefully aligned. With a
more elaborated strategy as well as the introduction of additional artefacts, the
alignment was feasible, without jeopardising the overall strategy
implementation. The upcoming Figure 4 represents the aligned enterprise architecture that
speci cally embodies the adapted artefacts towards the three initially proposed
strategic arguments. Speci cally, the strategic steps that aimed at the customer
relation were adapted. Therewith a self service business process was added with
reference to those services that won't necessarily bene t from human
interactions.
With the presented approach, a manner of enterprise architecture management
was introduced that uses a form of argument for purposefully managing the
evolution of the enterprise architecture in order to enable the purposeful
alignment with the overall enterprise strategy. With the use of arguments a
misalignment between the strategy and the enterprise architecture becomes identi able
with a concretisation of the actual artefacts by means of their design directives.
Thereby, design decisions of artefacts can be supported by their underlying
rationale derived from the strategic directives. As on rst sight, strategic steps seem
in harmony, later on, a misalignment can be revealed based on a more complete
speci cation. With having the design decision's rationale the adaptation as well
as the alignment of the respective artefacts can become more directed and
contributing. Additionally, the approach supports bottom-up and middle-out, next
to rather strategic top-down, implementations and thereby, is able to return
developed insights to the overall strategy of the enterprise.</p>
    </sec>
  </body>
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