Strategies

Enricher

With the use of our Enricher extended resources (in our experiments most often scientific papers, but possibly also things like web pages etc) can be added to existing content in Adaptive Hypermedia system. This is done via manipulating CAF files.

The enricher application is needed for making the connection with a semantic desktop setup. Below we give a list of example adaptation strategies as well as suggested settings for the enricher.

Below we list a few example courses (in AH) and some strategies. Included is a setting advised for the Enricher to use when using the particular strategy.


StrategyDescriptionEnricher settingCAF fileAHA! lesson
Show all
Basic strategy from the course website that makes all concepts visible. I've put it here for easy reference only. Does not matter (everything will be shown) CAF File AHA! lesson
Roll-out
The roll-out strategy does two things: the more times you visit a (sub)lesson, the more of its contents (attributes) become visible. At the same time the opposite is also possible: the more times you visit a (sub)lesson, the more of its contents become invisible. This is governed by weight (number of visits) and label (either showafter or showatmost for content that needs to appear or disappear respectively). The keywords strategy is a special version of the same principle, which only uses labels (number of visits is always 1, and the content is always revealed, never hidden) Label: showafter or showatmost. Weight: the number of times to make added items (dis)appear after CAF File AHA! lesson
vis/verb

Concepts are either unlabeled (general) or have label 'visverb' with a weight indicating where on the vis/verb axis they lie. Visual concepts have weight nearer 0 and verbal concepts have weight nearer 100. The user has a stereotype 'visverb' which is also a number between 0 and 100, with the same meaning (0=visual, 100=verbal user). The user selects a stereotype by visiting special 'settings' concepts; the weight of the concept becomes their new visverb number.

A variable in the UM defines a threshold. visverb concepts are visible if and only if abs(weight-stereotype)<=threshold. So it's like a band filter (this makes it more appropriate to knowledge levels, I guess). General concepts are always visible and have no effect on the adaptation.

Added resources are likely to be papers though other resources are possible. It is likely that they are considered verbal, and in particular a link to a resource can be considered verbal. Hence label visverb weight something like 70 The author will nevertheless have to review the result carefully CAF File AHA! lesson
glob/seq
Concepts are either unlabeled (general) or labeled 'global' or 'sequential'. The user has a stereotype 'globseq' which they select themselves by visiting a special 'settings' concept. 'global and 'sequential' concepts are mutually exclusive, and only shown if the user stereotype matches. General concepts are always visible and have no effect on the adaptation. CAF File AHA! lesson
Beginner/Intermediate/Advanced

This is an attempt at combining all four of the above strategies, without resorting to labels that are cartesian products. Using Cartesian products a label A-B-C is treated as three labels A, B and C respectively... which one the weight applies to is harder to define, although I guess one could split the weight into component numbers (like units vs tens) that can be separated out again. I don't really think that's very elegant or robust though.

So the idea was to have labels/weights be inherited by child lessons unless explicitly overruled by their own label/weight. (This way a concept can indirectly get multiple labels). These labels are all stored in an overlay that is then used instead of the GM labels for the adaptation rules. This is basically a workaround for a MOT shortcoming. Unfortunately the inheritance idea doesn't work because of the way group lessons are handled by LAG (their labels and weights can't be inspected). The strategy is included for 'educational' purposes, since the principle itself is sound.

Either intermediate or advanced (depends if you want added resources for intermediate or advanced learners) CAF File AHA! lesson
Type based

This strategy shows concepts based on their type. This particular implementation only shows concepts of the type text and doesn't show the other concepts.

Does not matter what gets shown is based on type CAF File AHA! lesson
Relation based
After seeing all beginner concepts sets the user to intermediate and shows the related concepts Either intermediate or advanced (depends if you want added resources for intermediate or advanced learners) CAF File AHA! lesson
Depth First Strategy
This strategy shows the concept labelled as start first, then the rest of the content in a depth first manner using the child-parent relations Does not matter cause the strategy does not depend on labels CAF File AHA! lesson
Breadth First Strategy
This strategy shows the concepts in a breadth first manner. It uses a user model variable called level which determines which level in the hierarchy gets shown. Does not matter cause the strategy does not depend on labels CAF File AHA! lesson
If you have any problems or questions, please contact Maurice Hendrix