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    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A tool for online assessment in adaptive e-learning platform</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Héctor G. Barbosa</string-name>
          <email>barbosa@usal.es</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Francisco J. García</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maria José Rodriguez-Conde</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Instituto Tecnológico de Colima, México, Universidad de Salamanca</institution>
          ,
          <country>España</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In this article, we present some general aspects of the on-line assessment activity. For the purpose of this paper, we want to focus ourselves in the activity of valuation that takes place in the e-learning process and discuss the importance of this action for each participant of the process. After that, we profile the desirable characteristics of an adaptive system and we describe the importance of the assessment activity. Later we present a proposal model for an adaptive assessment tool for an educational platform that can accept objects developed under open standards.</p>
      </abstract>
      <kwd-group>
        <kwd>Adaptive learning environments</kwd>
        <kwd>E-learning</kwd>
        <kwd>Feedback</kwd>
        <kwd>IMS QTI</kwd>
        <kwd>Online assessment</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>I. INTRODUCTION</title>
      <p>Nowadays there are lot of works done and developments in
progress in the area of e-learning. We can see Instructional
and educational institutions have been incorporating
information and communication technologies in learning a
teaching process in order to increase the quality, efficiency
and dissemination of education.</p>
      <p>To be sure that these efforts do not become groups of
isolated islands, most of these projects look for to be
compatible with some accepted standards, so that they can
be interoperables, compatible and interchangeable. Among
the inherent importance of these works, we want to give
emphasis to the paper of the activity of the assessment
inside the e-learning process. We want to focus ourselves in
this action, and to see how it can help improve the learning
process for all the participants: the students, teachers, the
designers of contents, etc.</p>
    </sec>
    <sec id="sec-2">
      <title>II. LEARNING TECHNOLOGY STANDARDS</title>
      <p>Today, it is necessary to produce educative Internet-based
systems that permit the dissemination of the education,
covering the needs of diverse learning group profiles. To
obtain this, it is desirable that such systems perform
automatic task to adapt itself to each user, disconnecting the
content from its presentation by using a semantic approach
rather than a syntactical one, defining a meaningful web.</p>
      <p>In consequence, learning systems must be flexible and
efficient, and one way to accomplish that is to be an open
and standardized system. We‟d like to focus on the
Learning Technologies Standards (LTS) and, inside these,
the IMS specification, giving the general aspects and the
desirable characteristics for a learning system.</p>
      <p>
        The LTS is a group of agreements about the
characteristics that a learning element should have. The use
of standards ensures instructional technologies to work with
other systems (interoperability), follow-up information
about learners and contents (manageability), generate
learning objects that are usable in other contexts
(reusability) and avoid obsolescence (durability)
        <xref ref-type="bibr" rid="ref2 ref3">(Booth
and Berwyn, 2003)</xref>
        . Among these standards we want to
mention the IMS Specifications: This is an LTS born in
1997 as a project of the National Learning Infrastructure
Initiative at Educause. Its mission is to promote distributed
learning environments.
      </p>
      <p>
        For the IMS, many areas require interoperability when
learning is distributed, thus it details a set of specifications
that build a framework to interchange educational elements
        <xref ref-type="bibr" rid="ref5">(Thorpe, 2004)</xref>
        . This framework covers among others, the
IMS specification, specially: IMS Learning Resources
Metadata Specification, for describe learning resources for
searching and discovering. It is based on IEEE LOM and
the IMS Question and Test Interoperability (IMS QTI), for
share test items and other assessment tools. It defines a data
model for the presentation of questions, test and the
correspondent results reports.
      </p>
    </sec>
    <sec id="sec-3">
      <title>III. IMPORTANCE OF ASSESSMENT</title>
      <p>ACTIVITY
Conceptualizing the e-learning process to its basic elements
we can identify at last three elements: 1. the educational
material to be taught by the teacher in a classroom, 2. the
assessment activity to measure the student learning and, 3.
the report of the score results given by the teachers to the
students. This model is well suitable for the traditional
educative process.</p>
      <p>
        This is a narrow conceptualization for a complex
process in which there are several factors that must be taken
in account like: student learning styles, technical
implications, adaptive educative content, learning and
knowledge management, feedback, motivation, etc.
Traditionally, assessment activity has been seen as an
activity apart of the e-learning process and there is a danger
in focusing research on assessment specifically, as this
tends to isolate the assessment process from teaching and
learning in general
        <xref ref-type="bibr" rid="ref3">(McLoughin and Luca, 2003)</xref>
        .
      </p>
      <p>In the figure I, we can see a more complex model for
the e-learning process in which we remark the assessment
activity to emphasize the role of this task in the whole
educative development “closing” the process, refreshing the
information to the students (giving the scores), to the
instructor (by giving support for feedback) and the
instructional designer (to update the contents of the learning
system).</p>
    </sec>
    <sec id="sec-4">
      <title>IV. ADASAT</title>
      <p>First of all, we‟d like to determine the necessary
technologies and concepts that were used for this tool.</p>
      <p>ALE: Adaptive Learning System, conform its learning
components to build the most suitable adaptive
learning experience.</p>
      <p>Learning Designs: Sequence of educative activities that
could attach several learning objects and definitions
such objectives, prerequisites, and activities to
complete or fulfil the lesson. These designs are defined
using the IMS LD (IMS Learning Domain)
specification.</p>
      <p>Metadata: by using metadata objects we give to the
AAT the characteristics of interoperation, reusability
and interchange among other systems.</p>
      <p>SLO´s: The Semantic Learning Objects, compliant
with IMS Metadata, stored as XML files in IMS
metadata SLO repositories. By using SLO´s, we could
differentiate between the educative content and the
learning processes.</p>
      <p>XML: Extensive Markup Language, to ensure an
interchangeable tool using meta-data, building a well
documented and deployable tool.</p>
      <p>IMS specification: Define a data model for the
representation of educative objects for learning
systems. Among the IMS specifications, we could find
the IMS QTI (IMS Question and Test Interoperability),
for the representation of questions and tests and the
correspondent results reports.</p>
      <p>Under this conceptualization, we created an Adaptive
Assessment tool (AAT) that:</p>
      <p>Allow the professor or instructional designer to
integrate the test questions, defining an XML file as
output associated with a repository of learning objects
in metadata format, following the IMS specifications.
On the other side, we want ensure that the assessment
tool take into account the pedagogical aspects to
conform an adaptive systems by considering the
learning styles of each student integrating this style
with a set of questions to create a Learning Test
Definition.</p>
      <p>Integrate the test with other learning activities in the
Learning Domain Model.</p>
      <p>Design an adaptation model as the component that
integrates all the definitions made with the Learning
Domain Model: the learning design, the test, learning
style and adaptive rules, generating an IMS LD file
containing a deliverable learning design to the next
module, the Interaction Model.</p>
      <p>The Interaction Model delivers and adaptive unit of
learning to the student – an IMS CP file–, tracks the
behavior of the student like the learning activities
visited and the result of the test made by him/her. At
the end this module updates the student model.</p>
      <p>After that, we applied this tool to a group of students in
the University of Salamanca, consisting in the definition
and the application of a test in English knowledge.</p>
      <p>We split this group into two: for the first group we
apply the test with questions and accompanying multimedia
material that matches their preferences of presentation
(audio, text or video); for the second group we applied a
test that did not match their preferences. Also we applied a
test to determine the learning style of each student, prior to
the adaptive test.</p>
      <p>The aim of this process is to evaluate the hypothesis
that, if a student is presented with an adaptive test that
matches its preferences of presentation of the
accompanying multimedia material, he/she could average
better results in that test.</p>
    </sec>
    <sec id="sec-5">
      <title>V. CONCLUSIONS AND FURTHER</title>
    </sec>
    <sec id="sec-6">
      <title>WORK</title>
      <p>Online assessment is an important step inside the e-learning
process because gives convenient feedback to all
participants in the process, helping to improve the learning
and teaching experience.</p>
      <p>In this paper we wanted to emphasize the role of the
assessment by putting it at the „centre‟ of the e-learning
process and defining the importance factors to the main
elements that participate in this process: the educative
content and adaptation process, the users or students and
the teachers and assessors. Definably the assessment
activity takes place in a specific point of the process as we
show it in the figure 1, and we conceptualized the activity
as the link that closes the chain of the e-learning process.</p>
      <p>According to the new developments in the area of
elearning we can see that most of them look to be compliant
with accepted standards like the LTS. This gives the
convenience to those developments to be interoperable and
adaptable to different platforms. In concordance, referring
to the assessment activity we can think that it must be
interoperable as well, because it is one element of the
elearning process and plays an important role inside this
experience. When we talk about assessment we could
define some components of quality, especially for the users;
some of those are: validity, reliability, flexibility and
fairness [6].</p>
      <p>Adaptability is another key factor in assessment. Given
the fact that assessment is an important element of the
elearning process and that this process looks to be
interoperable, then we can think that the assessment tool
could be used with different educative content
administrators with different conceptualizations and ways
to design and apply a test for their students. To face this
situation it is necessary to develop an assessment tool that
give several ways to design an test with different types of
resources, different kind of assessments, group of students,
kind of questions, managing schedules, etc.</p>
      <p>The results obtaining from the application of this tool
to a group of students reported better scores when the test
were adapted to the preferences of presentation. We are
working now in the description of the final conclusions of
this work.</p>
      <p>Acknowledgements We would like to thank the Institute
of Educational Sciences of the University of Salamanca, for
its ideas and support to the elaboration of this paper. Héctor
Barbosa thanks the National System Council of
Technological Education (COSNET – Mexico) and the
National System of Technological Institutes (SNIT –
Mexico) for its financial support.</p>
    </sec>
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