The concept of Browsing in computerized educational contexts is frequently presented in general terms. A considerable amount of expressions enunciate figures as a “journey through a computerized labeled setting” or “continuum of decisions and action” (Amadieu and Tricot, 2006: 12). Nevertheless, the notion of a journey related to a digital and pedagogical navigation implies the distinction between the functions and the components of that journey.
We define navigation Web as an activity that involves an intentioned pedagogical journey through a semiotic and cognitive space, by means of the completion of a task. This notion points out to, on the one hand, the mouse-clicking that allows to connect to the computer interface, and on the other hand, to the footprint that this action produces. A footprint that is part of a flow and that also expresses an educational intentionality, starting in the process of planning the course, and performed by the same students. In this sense, we define as navigational path to the pedagogical event (Tchounikine, 2009) in which students choose a determined strategy in order to carry out the task.
Development
Learning styles
The theory on learning styles emerges as a continuation of studies related to cognitive styles focusing on individual differences at a global level and also in a laboratory context. Among the various definitions associated to learning styles, Keefe (1988) points out that learning styles are cognitive, psychological and affective footprints. Honey and Mumford (1992) define learning styles as a description of attitudes and behaviors that determine students’ learning preferences.
The Learning Style Inventory (Kolb and Kolb, 2005a, b) determines learning styles according to predominant or key factors: CE (concrete experience), RO (reflective observation), AC (abstract conceptualization), and AE (Active experimentation). These different factors are related to different approaches to learning: Diverging, Assimilating and Accommodating.
Elements involved in digital navigation
The notion of digital website demands the distinction of its components in detail. In the first place, websites contain modules which are the resources proposed in order to mediate in the students’ task accomplishment. In the second place, it is necessary to distinguish the participants and their activity, giving place to the navigational paths that those actors go through when browsing through the website. Equally important is to determine in advance the possibilities of browsing students could go through (Fig. 1).
Representation of digital navigational paths
The visual representation of the digital navigational paths or roads is carried out through the digital footprints taken from users’ logs (register of users’ activity on websites) and graphs’ instrumentation. The modelling phase converts Moodle modules into nodes and the transition of those nodes into arcs, displaying the required task by means of arrows that indicates the completion of the task and the directions followed by the user. In the case illustrated above, the node corresponds to a given functionality, and as a whole, accounts for the use of the resources proposed, while the arc shows connections between modules. The different functionalities are grouped into 12 modules, which are expanded in order to account for a higher use frequency. Likewise, the arcs are widened in order to give account for a higher number of connections.
Figure 2 shows a route translation program that allows for the reading of graphs and, consequently, it interpretation. This instrument should be created because the existing programs –cartographic database (DB) or geographical representation tools- could not be adapted to the case of investigation, which includes the space that will be mapped as the human behavior in that specific space. The graph depicted in Fig. 2 shows the navigational paths that 3 students went across. Modules are illustrated by means of different colors, being the red spots the places that students visited the most.
Methodology
The population is 63 university students of 5 courses, 16% Spanish speakers and 84% French speakers. We have selected 5 choices per student, between the 2nd and the 6th click. The sample corresponds to the ones who selected the course view module by doing the 2nd click on the mouse. They were 31 out of 63 cases.
The analysis of the data shows the navigational paths that students went through at the very starting point of the task (particularly irrelevant given no comparative research). In order to accomplish this, results from previous work were partially utilized (Meza, 2012):
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The definition of 4 students’ profiles according to a task classification.
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The definition of a navigation variable: the referential navigational pathsFootnote 1
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The definition of navigation modes according to the intersection between four tasks and four users’ learning styles.
The diagram (Fig. 3) used to illustrate this is an adaption from the Learning Style Inventory LSI (Kolb and Kolb, 2005a), which integrates four views that are in connection with Moodle modules. There are two groups of tasks classified according to their global or local characteristics. On the one hand, global tasks are classified according to students’ reception regarding administrative and familiarization tasks related to the website (Course view, User, Data view, Download and Data add); and on the other hand, local tasks are associated to the course’s main theme by means of pedagogical modules (Glossary, Blog, Forum, Resource, Glossary add, Forum add, and Wiki edit).
Reception modules (Fig. 3):
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Global reception - panoramic view: Course view, User and Data view modules (M1, M2 and M6 respectively).
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Local reception - reading function: Glossary view, Blog view, Forum view and Resource modules (M3, M4, M5 and M8 respectively).
Production Modules:
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Global production - peripheral view: Download and Data add modules (M7 and M9 respectively).
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Local production - writing function: Glossary add, Forum add and Wiki edit modules (M10, M11 and M12 respectively).
We are using the components to represent the route of student “X” in the course “F”. This effective browsing is compared with the expert route of the course given by the class teacher. This expert route complies with the shortest most efficient way to accomplish the prescribed learning task.
Expert browsing:
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Start: from M1 (exploration of the page) to M8 (resources).
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Step/click 1–2: from M8 (resources) to M5 (forum).
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Step/click 2–3: from M5 (forum) to M11 (writing in the text editor).
In other words, we compare two browsing, the expert one and the novice (inexperienced) one (Fig. 4).
Analysis
Assimilative learning style
The navigational paths of 11 students reveal a preferential activity on Reception modules. On the contrary, modules as Glossary and Blog tend to be less preferred. In the case of the Production modules section, there is not much activity registered. This evidence indicates that this type of students preferred the Production modules’ activities. This fact points out that assimilative learning student activities were focused on reception and the global factor.
The activity registered by assimilative students is the most dynamic among the four learning styles. This shows their interest in activities related to AC (Abstract conceptualization) and RO (Reflective observation). This fact is observed likewise in the choice of Resource module, at the second click made by half of the group. Nevertheless, assimilative students do not lack of pragmatism; they also have chosen modules such as Forum and Data view, choices that tell us something about other students’ activities. In this sense, 9 students checked the instructions of the task at the 3rd click; fact that shows their commitment to carry out the task. The only problem was that half of the group did not understand the instructions, due that they clicked again on the instructions sections at the 5th click.
In general, assimilative students prefer functions that contain information about the topic or the task to develop such as Resource module, particularly consulted at the 4th click.
Accommodative learning style
The set of navigational paths from 5 students shows an advanced activity on the Reception modules; Forum and Resource, as the Course view option tend to be clearly preferred. On the contrary, there is no activity registered on the Production modules. This fact indicates that students from this group tend to prefer equally local and global reception-activities. Accommodative learning students’ preferences rely mainly on the interconnected functions Forum and Course view. Those activities are classified under the domain of CE (concrete experience) and AE (active experimentation) factors. Considering their ability to adapt to specific circumstances, the concrete prescribed tasks could have facilitated the development of those tasks on the website. Nevertheless, the tendency to solve problems intuitively is not reflected on the students’ choices (Blog and Forum), who rely more on information provided by other students than on their analytic aptitude.
Convergent learning style
The set of navigational paths from 5 students shows a preference-although not exclusive- towards the Reception modules. Nevertheless, modules such as User, Blog and Forum show little activity. The activity registered on the production modules is not significant, yet this illustrates an interesting point: the activities on the production modules are related to productive functions. It is possible to interpret that the work registered by Convergent learning students is focused mainly on receptive activities, although equally on global and local factors.
Convergent learning students’ activity is equally distributed on Production and Reception modules. According to their dominant aptitudes on AC (abstract conceptualization) and AE (active experimentation), these students tend to prefer the Resource module. Their knowledge is organized according to specific tasks, without being interested on others’ activity or relying on others’ help. Indeed, it is possible to observe that these students almost never clicked on communication modules such as Blog or Forum. Furthermore, this was the only group of students that never clicked on the User module.
Divergent learning style
The set of navigational paths retrieved from the activities of 10 students shows a preference towards the Reception modules; there is a high level of activity registered on Resource and Course view modules and less activity registered on User, Glossary y Data view. Notwithstanding this, this group of students selected all modules.
The activity registered on Production Modules is less but more diverse and significant than in the other groups. Divergent learning students were the only ones that clicked on Glossary add and Forum add options. This fact shows that the activity of the group is mainly focused on reception and global factors.
The activity carried out by divergent learning students is the most dynamic among the four learning styles. According to their characteristics, it is possible to distinguish two features: 1) Students from this group perceive concrete situations adopting various perspectives, being more attracted to situations that involve OR factors. These students explore all the modules, except for the Download and Writing sections. 2) Students from this group are interested in the activity registered from other students, as can be shown in the checkup of what other students upload, Data view, and the instructions displayed on the Course view module.