sented in a more structured way (Chen et al., 2008).
So far, the most known EI frameworks are: ATHENA
(Advanced Technologies for interoperability Hetero-
geneous Enterprise Networks and Applications) In-
teroperability Framework (AIF) (Ruggaber, 2006),
the European Interoperability Framework (CompTIA,
2004), the E-health interoperability framework (NE-
HTA, 2005) and the Framework for Enterprise In-
teroperability (FEI). The review of the different as-
pects and the frameworks coverage of these frame-
works lead to identify the main elements in EI context
(i.e. (a) the three interoperability aspects: conceptual,
technical and organisational, (b) four concerns of EI:
business, process, service and data); however, none
of the EI frameworks defines interoperability, or pro-
poses to improve it.
2.2 Ontology of Enterprise
Interoperability (OoEI)
The OoEI aims at formally defining Enterprise Inter-
operability (EI) while providing a framework to de-
scribe problems and related solutions pertaining to the
interoperability domain. Figure 1 gives an extract of
the OoEI meta-model. Interoperability concerns, de-
fine the content of interoperation that may take place
at various levels of the enterprise (data, service, pro-
cess, business). Interoperability barriers identify var-
ious obstacles to interoperability in three categories
(conceptual, technological, and organizational).More
details can be found in (Gu
´
edria, 2012).
2.3 Maturity Model for Enterprise
Interoperability (MMEI)
A maturity model is a framework that describes for a
specific area of interest a number of levels of sophis-
tication at which activities in this area can be carried
out (Alonso et al., 2010). In our case, the specific area
of interest is EI. EI maturity can be measured in two
ways: a priori where the measure relates to the po-
tentiality of a system to be interoperable with a possi-
ble future partner whose identity is not known at the
moment of evaluation, a posteriori where the mea-
sure relates to the compatibility measure between two
(or more) known systems willing to interoperate. De-
veloping interoperability can induce many problems
that have to be solved in order to achieve targeted ob-
jectives. Solving these problems may be a long it-
erative procedure which can fail due to the lack of
a consensus between partners or the high cost of the
solution applicability. Preventing and solving inter-
operability problems before they occur is simpler and
usually less costly than developing corrective actions.
Within this context, a priori assessment deserves par-
ticular attention in order to help enterprises knowing
their strengths and weaknesses in terms of interoper-
ability and undertaking improvement actions. Many
maturity models have been developed in the literature.
Among them, we find the Maturity Model for Enter-
prise Interoperability (MMEI) which is the only one
defined within an a priori context of interoperability.
A review and a comparison of them could be found in
(Ford, 2008), (Gu
´
edria et al., 2008), (Gu
´
edria, 2012).
MMEI (Gu
´
edria et al., 2013) allows companies to
evaluate their potentiality to interoperate, in order to
know the probability that they have to support effi-
cient interoperation and to detect precisely the weak-
nesses that are sources of interoperability problems.
Moreover, MMEI differs from all other maturity mod-
els dedicated to interoperability so far. It is intended
to cover the three interoperability levels (conceptual,
technological, and organizational) at each of the EI
concerns (business, process, service, data), as de-
fined in the Framework for Enterprise Interoperabil-
ity (FEI) (Chen, 2006). MMEI defines five levels of
interoperability maturity (Gu
´
edria et al., 2013). A
general view of the MMEI model with its contents
is given by Table 1. Each one of the maturity levels is
an instantiation of this general view with an evolution
of the content regarding the evolution of the level.
3 INTEGRATED MODEL
In this section, we propose to define an integrated
model allowing improving EI while sharing a com-
mon understanding of it. This integrated model comes
in response to a research gap that we have been identi-
fied when reviewing the interoperability related work
in the previous section. Indeed, each one of the pre-
sented interoperability frameworks and models has a
unique purpose as presented in Figure 2.
Figure 2: Enterprise Interoperability Frameworks and Pur-
poses.
Towards an Integrated Model for Enterprise Interoperability
197