| 1 | = Phase-Libs Documentation = |
| 2 | |
| 3 | == Overview == |
| 4 | |
| 5 | The Phase-Libs project is designed to allow custom tailored combinations of alignment algorithms to produce the best matching procedure of ontology alignment for each application scenario. Thus, its core consists of a set of interfaces, providing a framework to integrate various types of modules to a single procedure. |
| 6 | |
| 7 | Each module belongs to one of the following levels: |
| 8 | 1. '''Ontology level''' Since all kinds of ontologies and alike should serve as ''alignees'', the Phase-Libs define an ontology interface. Ontology Adapter implement this interface in order to make a certain kind of ontological data acessible for the system. |
| 9 | 2. '''Similarity level''' The basis of most alignment approaches is some sort of similarity between the entities of the ontologies to be aligned. Thus, we have created an interface to such ''Similarity Measures'', to make them exchangable. |
| 10 | 3. '''Procedure level''' The highest level is a complete alignment procedure that is able to calculate an alignment for a given pair of ontologies. This is certainly the single most important level from a user's point of view. |
| 11 | |
| 12 | == Modules == |
| 13 | This section will give a list of the modules contained in the Phase-Libs project. |
| 14 | |
| 15 | === 1. Ontology Adapters === |
| 16 | * '''[wiki:adapters_owl OWL Ontologies]''' |
| 17 | This adapter enables the Phase-Libs to access OWL ontologies, represented as RDF files. |
| 18 | |
| 19 | * '''[wiki:adapters_rdfsJena RDFS Ontologies]''' |
| 20 | This one uses the HP Jena system to access RDFS based ontologies. |
| 21 | |
| 22 | * '''[wiki:adapters_protege Protégé Ontologies]''' |
| 23 | Provides an interface to all Protégé projects. |
| 24 | |
| 25 | * '''[wiki:adapters_dcs Document Classification Stores]''' |
| 26 | DCSs are integrated document management and classification systems. Their document topic taxonomy can be accessed a simple kind of ontology. |
| 27 | |
| 28 | * '''[wiki:adapters_composite Composite ontology]''' |
| 29 | This is a second level adapter, allowing to create modified views on other ontologies by expanding or contracting subgraphs. |
| 30 | |
| 31 | |
| 32 | === 2. Similarity Measures === |
| 33 | |
| 34 | * '''[wiki:similarity_StringBased String Based Similarity]''' |
| 35 | This measure uses n-gram matching on the entities' labels to calculate a similarity |
| 36 | |
| 37 | * '''[wiki:similarity_SimFlood SimilarityFlooding]''' |
| 38 | Uses a propagation mechanism to promote a given or confirmed similarity to the neighboring nodes. |
| 39 | |
| 40 | * '''[wiki:similarity_InstanceBased Instance Based Similarity]''' |
| 41 | Determines the similarity between concepts by calculation the similarity between sets of example documents. |
| 42 | |
| 43 | * '''[wiki:similarity_GraphMatching Graph Matching]''' |
| 44 | Uses some sort of classifier to determine an entity similarity (TODO: improve) |
| 45 | |
| 46 | * '''[wiki:similarity_AcronymMatch Acronmy Matcher]''' |
| 47 | Analyses the entities labels for one being an acronym of the other. |
| 48 | |
| 49 | * '''[wiki:similarity_DCSKeywordMatch DCS Keyword Matcher]''' |
| 50 | Determins, how the label of one entity matches a DCS category representing another concept. |
| 51 | |
| 52 | |
| 53 | === 3. Alignment Generators === |
| 54 | The algorithms presented here are not yet suitable for productive use. They are merely used to test the underlying modules. |
| 55 | |
| 56 | * '''[wiki:generator_PhaseTab Phase-Tab Algorithm]''' |
| 57 | This resembles Malte Kiesel's original Phase-Tab algorithm. |
| 58 | |
| 59 | * '''[wiki:generator_BordaCount Simple Borda Count]''' |
| 60 | This generator uses a Borda count alogrithm to combine an arbitrary set of similarity measures to a solid alignment. |
| 61 | |
| 62 | * '''[wiki:generator_SimpleEvidence Simple Evidence]''' |
| 63 | Simply converts a single similarity measure into an alignment. |
| 64 | |