Although there are web modelling tools available it still needs considerable effort to adapt these tools for educational use. Research is needed into creation of Semantic Web models for educators to use in order to create learning objects and models. This educational modelling research should focus on the creation of a web based knowledge management system, and migration of simple models that are normally created in spreadsheets to a shared learning environment.
With the development of technologies under the broad terms of Semantic Web and Web 2.0 there are opportunities to establish a highly interactive web based learning environment. The constructionist approach to understanding problems is to learn about them by modelling them. This approach can be used in combination with research into enabling end-user programming techniques in order to provide an environment for non programmers to model their problems. Visualisation and interaction provide rapid feedback that gives a powerful representation of the environment to be modelled.
Many people would like to make greater use of computer technology but are hampered by the need to learn programming languages if they are to fully interact with software. Instead they are limited to the use of certain features that are provided for them. A further constraint is the cost of software, and it is important to develop free software and encourage a community of end-user developers, and modellers.
The aim should be to create a software development environment that enables people to customise their own software solution. This is an alternative to provision of software as a finished article that can’t be changed. The e-learning software can be customised without requiring programming expertise.
A Semantic Web modelling infrastructure could be created to be the basis of future research in learning systems. In order to achieve these aims it is important to examine applications that assist in model building and critically review them. The system we could be used to promote engineering to a skeptical public who see the profession as poorly paid and dirty, ‘House of Lords Select Committee on Science and Technology report science and society’ , and remote from the public . The aim of this research is to try to bring together the areas of E-Learning, End-User Programming and the Semantic Web.
Since Engelbart’s Augment  there have been attempts to create systems to aid learning. Papert  and Smith  built on the Augment research to develop a method of Human Computer Interaction (HCI) that can be applied to e-learning. These systems were defined prior to the Semantic Web. It is important now to re-examine and apply this research using Semantic Web/Web 2.0 tools and techniques. Some examples are available , more information about the history of end-user programming is available .
Mechanisms of Web 2.0  applications include Google web spreadsheets . These applications are increasing in popularity, and can provide modelling capability over the Web, the use of Web 2.0 for public policy is examined in . The advantages of open source collaboration are that as well as allowing researchers to co-operate and work together where they share an interest; it also allows the untapped potential to be developed of those who do not have an official research position. This includes students, people employed outside the academic environment, retired people and amateurs who have useful expertise. Astronomy, for example, has harnessed skills of this very diverse range of people to make new discoveries. The expertise provided by anyone involved can be applied to feedback on usefulness, or ease of use of software, as well as actual involvement in software development. This means feedback would be sought from users of software even if they were not software experts. Researchers would benefit the community by providing education tools online and for libraries. This is different from other open source communities in that the intention is to make the software easier to use and develop, and so involve those who have not previously been capable of participating in software development.
An E-Learning and Modelling tool could bring together experts in science, engineering, systems modelling, computing, web development, and Human Computer Interaction. In any location there are likely to be several researchers examining a different part of a related overall subject, such as web based systems. This means there is a need to co-ordinate researchers, in computing and engineering in a project to link together work on information management and visualisation for modelling and decision support.
Many people who are experts in their domain want to create software models. Scaffidi et al  show that most people who develop software are end users not professional programmers. End-user programming is particularly important in this research to make it possible for people who do not have a programming background to create their own educational tools. Semantic Web tools and techniques can be used to create a web based end-user programming environment, these aims are also explained in . People can then use this to create their own software. This software could allow interactive visual modelling of information. This corresponds to the type of work normally undertaken using spreadsheets for modelling, and web editors for knowledge management.
Semantic/Web 2.0 Web Tools
The need is for an alternative way of representing these models, which does not require the user to write code. The tool created must make it practical to interact with and change educational models and to share information with others. Such a project can involve use of editing tools such as wikis , blogs, and semantic web editors  to allow discussion and explanation of the models.
There is an urgent need for Semantic Web tools to illustrate the benefits this technology can provide for education, ‘EASE: The European Association Semantic Web Education’  explains this need. Some Semantic Web tools are available, explained by EASE and in the Jena User Conference  or being developed at present, but they are still difficult for people to make use of as they require a good deal of development expertise. REASE (the repository of EASE for learning units)  provides a way to find and create learning materials for industrial applications of Semantic Web technologies.
The key problem is enabling a Semantic Web infrastructure that will be the basis for future research in learning systems. To achieve this, a modelling environment needs to be created in order to allow people to customise their own models. This environment can be created using an open standard language such as XML (eXtensible Markup Language). As the high level translation this infrastructure would depend on tools developed in order to assist the user, provide an interface and manage the user interface. This is why tools should be used such as Protégé , Amaya . Until recently XML has been used to represent information, and programming languages used for actual code. Semantic languages such as XML can be applied to software development as well as information representation, as they provide a higher level declarative view of the problem. Semantic Web techniques should be used because they can facilitate computer based communication. Berners-Lee defined the Semantic Web as ‘a web of data that can be processed directly or indirectly by machines’ . Flexibility is essential when different people are not all using the same systems. To achieve this flexibility ontology languages such as the open standard OWL (Web Ontology Language)  can be used. OWL can be searched using SPARQL  because it is based on RDF (Resource Description Framework)/XML, and can be searched and accessed using XQuery  and XForms .
An end-user programming project could involve co-operation with the Institute for End User Computing (IEUC) . Other End-User Programming Consortiums are End-Users Shaping Effective Software (EUSES)  and Network of Excellence on End User Development (EUD.Net) . An end-user programming environment can make use of ‘Program Transformation’. Program Transformation allows for writing in one representation or language, and translating to another. This is particularly useful for language independent programming, or for high level end-user programming that can then be translated to a language more easily understood by computer systems. This research is influenced by the theory of constructionism explained in  and the use of Logo for teaching  and . This research could be particularly focused on the web environment, as this is cheap to support and allows for distributed modelling, and learning .
Human Computer Interaction
Use of the Semantic Web is to be a means for open standard representation of learning material, transformation into different representations as required, and for provision of a high level interface as a tool for model creation, and translation to educational objects. To achieve this is necessary to create a translator that converts the diagrammatic representation of a problem into e-learning objects. Translations could be performed into any programming or meta-programming language or open standard information representation language, the visualisation of the model created could be displayed on the web. A two way translation is needed between human and computer, and between different software environments. This definition used by Simons and Parmee  explains the aim “a kind of action that occurs as two or more objects have an effect on each other. The idea of a two-way effect is essential to the concept of interaction, as opposed to a one way causal effect”.
This communication strategy improves opportunities for end-user programming, sharing of information, and education of both users and computer software. The analogy of educating computer software to do what the user intends is called programming by demonstration in ‘Watch What I Do: Programming by Demonstration’ . The user has the role of an educator of the software which acts as an apprentice to learn what is required. Learners are thus able to instruct the software and so program solutions, using an adaptive modelling tool. The education is then a two way process of the user learning from computer based software, and the software learning to do what the user requires. In order to enable understanding of the models and e-learning objects it is essential to visualise them and allow interaction. The visualisation can be depicted in various ways. Two examples are: as a tree (that can be colour coded to represent different types of information) and as an interactive SVG (Scalable Vector Graphics) diagram of a component to be modelled. SVG is an XML based syntax so can be searched and modelled as such. Examples show a tree based representation of engineering components , and how a tree based representation is converted into an interactive diagrammatic representation . Transformations are performed between a taxonomy representation of information into many different visualisations and software representations. This process converts an abstract representation of a problem to a concrete model created with the aid of two way communication between the user and the modelling tool.
Huhns  and Paternò  both explain that alternatives to current software development approach are required. The need is to translate from a model-based visual representation understood by users to software. Johnson  explains that successful interaction requires mapping between levels of abstractions and that translation between these abstraction levels required by users and computers is difficult. He explains that this problem often means systems are created that make the user cope with the problems of mis-translation. The representation of rules and information can be illustrated diagrammatically. It is possible to describe algorithms through concrete examples rather than abstractly. Models must be designed and visualised so that they convey to users a representation of a problem that assists with their vision of it. This subject is explored in  and is the basis of our visualisation techniques that enable users to create and understand models, which are translated into software representations.
Advantages of this research are : –
– Creation of an open standard online e-learning environment that is usable by non-programmers.
– Enabling of creation of e-learning objects by non programmers.
– Enabling widespread dissemination and sharing of models over the web.
– Provision of an educational resource for students, scientists, engineers, software developers, arts, and business.
– Increased user involvement in e-learning development to allow savings in cost and time taken for this development, and enable greater creation and use of educational tools.
– Availability of e-learning models and interactive visualisation of educational objects much more widely using browser based software.
– Enabling many more people to program.
– Opening up opportunities to people currently outside formal education.
This research can bridge the gap between computer literate people and e-learning software creation. This can give a practical illustration of the benefits end-user programming and Semantic Web techniques could provide for e-learning.
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