LOD-Analysis-EmergingKP
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All KCAP 2011 'Recognizing Knowledge Patterns in LOD' pages
- LOD-Analysis-Intro
- LOD-Analysis-Statistics
- LOD-Analysis-Graphs
- LOD-Analysis-TypesAndProperties
- LOD-Analysis-EmergingKP
- LOD-Analysis-Clusters
- LOD-Analysis-AlignmentsToGeneralKP
Prefixes
PREFIX path: <http://www.ontologydesignpatterns.org/ont/lod-analysis-properties-data.owl#> PREFIX odp: <http://www.ontologydesignpatterns.org/cp/owl/> PREFIX odp2: <http://www.ontologydesignpatterns.org/cp/> PREFIX mo: <http://purl.org/ontology/mo/> PREFIX linkedmdb: <http://data.linkedmdb.org/resource/movie/> PREFIX linkedmdbOddlinker: <http://data.linkedmdb.org/resource/oddlinker/> PREFIX dbprop: <http://dbpedia.org/property/> PREFIX dbpedia-owl: <http://dbpedia.org/ontology/> PREFIX fb: <http://rdf.freebase.com/ns/> PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#> PREFIX xml: <http://www.w3.org/2001/XMLSchema#> PREFIX dc: <http://purl.org/dc/elements/1.1/> PREFIX foaf: <http://xmlns.com/foaf/0.1/> PREFIX tags: <http://www.holygoat.co.uk/owl/redwood/0.1/tags/> PREFIX dul: <http://www.loa-cnr.it/ontologies/DUL.owl#> PREFIX fb: <http://rdf.freebase.com/ns/> PREFIX owl: <http://www.w3.org/2002/07/owl#> PREFIX timeline: <http://purl.org/NET/c4dm/timeline.owl#> PREFIX event: <http://purl.org/NET/c4dm/event.owl#> PREFIX time: <http://www.w3.org/2006/time#>
Knowledge Patterns (static)
Jamendo
| mo:ED2K | |
| Property | Object type |
|---|---|
| dc:format | rdfs:Literal |
| mo:Lyrics | |
| Property | Object type |
|---|---|
| mo:text | rdfs:Literal |
| mo:MusicArtist | |
| Property | Object type |
|---|---|
| foaf:based_near | rdfs:Literal |
| foaf:homepage | rdfs:Literal |
| foaf:img | rdfs:Literal |
| foaf:made | mo:Record |
| foaf:name | rdfs:Literal |
| mo:biography | rdfs:Literal |
| mo:Playlist | |
| Property | Object type |
|---|---|
| dc:format | rdfs:Literal |
| mo:Signal | |
| Property | Object type |
|---|---|
| mo:published_as | mo:Track |
| mo:time | time:Interval |
| mo:Torrent | |
| Property | Object type |
|---|---|
| dc:format | rdfs:Literal |
| mo:Track | |
| Property | Object type |
|---|---|
| dc:title | rdfs:Literal |
| mo:available_as | mo:ED2K |
| mo:available_as | mo:Playlist |
| mo:available_as | mo:Torrent |
| mo:license | foaf:Document |
| mo:track_number | rdfs:Literal |
For instances of rdf:Resource, we note that the predicates associated with them identify an event pattern. This finds confirmation in the Music Ontology signature of the mo:Event class.
| rdfs:Resource | |
| Property | Object type |
|---|---|
| event:factor | mo:Lyrics |
| mo:recorded_as | mo:Signal |
| tags:Tag | |
| Property | Object type |
|---|---|
| tags:tagName | rdfs:Literal |
| time:Interval | |
| Property | Object type |
|---|---|
| timeline:onTimeLine | rdfs:Literal |
John Peel
| foaf:Person | |
| Property | Object type |
|---|---|
| foaf:name | rdfs:Literal |
| mo:engineered | mo:Recording |
| mo:performed | mo:Performance |
| mo:produced | mo:Recording |
| rdfs:label | rdfs:Literal |
| mo:MusicArtist | |
| Property | Object type |
|---|---|
| foaf:name | rdfs:Literal |
| mo:biography | rdfs:Literal |
| mo:performed | mo:Performance |
| rdfs:label | rdfs:Literal |
| mo:MusicalWork | |
| Property | Object type |
|---|---|
| dc:title | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| mo:Recording | |
| Property | Object type |
|---|---|
| event:place | rdfs:Literal |
| mo:engineer | foaf:Person |
| mo:produced_signal | mo:Signal |
| mo:producer | foaf:Person |
| mo:recording_of | mo:Sound |
| rdfs:label | rdfs:Literal |
| mo:Signal | |
| Property | Object type |
|---|---|
| mo:isrc | rdfs:Literal |
| mo:published_as | mo:Track |
| rdfs:label | rdfs:Literal |
| mo:Track | |
| Property | Object type |
|---|---|
| dc:created | rdfs:Literal |
| dc:title | rdfs:Literal |
| mo:chart_position | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| mo:Transmission | |
| Property | Object type |
|---|---|
| event:time | rdfs:Literal |
| rdfs:label | rdfs:Literal |
As with other DBTune resources, the predicates associated with instances of rdf:Resource identify an event pattern. This finds confirmation in the Music Ontology signature of the mo:Event class.
| rdfs:Resource | |
| Property | Object type |
|---|---|
| event:sub_event | mo:Performance |
LinkedMDB
This dataset showcases phenomena of punning and multityped materialization. The table below summarizes the types whose instances are asserted as belonging to other types, presumably subtypes of the former.
Emerging knowledge pattern tables for foaf:Agent and foaf:Person will not be shown, as the multityping above encompasses the entire LinkedMDB ABox. Specific predicate types (e.g. actor_name, film_company_id, etc.) are shown for the corresponding LinkedMDB types.
| linkedmdb:cinematographer | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:cinematographer_cinematographerid | rdfs:Literal |
| linkedmdb:cinematographer_name | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:director | |
| Property | Object type |
|---|---|
| foaf:made | linkedmdb:film |
| foaf:page | rdfs:Literal |
| linkedmdb:director_directorid | rdfs:Literal |
| linkedmdb:director_name | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:editor | |
| Property | Object type |
|---|---|
| linkedmdb:editor_editorid | rdfs:Literal |
| linkedmdb:editor_name | rdfs:Literal |
| foaf:page | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_art_director | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_art_director_id | rdfs:Literal |
| linkedmdb:film_art_director_name | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_character | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_character_name | rdfs:Literal |
| linkedmdb:film_character_film_characterid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_collection | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_collection_name | rdfs:Literal |
| linkedmdb:film_collection_film_collectionid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_company | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_company_name | rdfs:Literal |
| linkedmdb:film_company_film_companyid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_crewmember | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_crewmember_name | rdfs:Literal |
| linkedmdb:film_crewmember_film_crewmemberid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_critic | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_critic_name | rdfs:Literal |
| linkedmdb:film_critic_film_criticid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_format | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_format_name | rdfs:Literal |
| linkedmdb:film_format_film_formatid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_genre | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_genre_name | rdfs:Literal |
| linkedmdb:film_genre_film_genreid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_job | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_job_name | rdfs:Literal |
| linkedmdb:film_job_film_jobid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_location | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_location_name | rdfs:Literal |
| linkedmdb:film_location_film_locationid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_series | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_series_name | rdfs:Literal |
| linkedmdb:film_series_film_seriesid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_subject | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_subject_name | rdfs:Literal |
| linkedmdb:film_subject_film_subjectid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:film_theorist | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:film_theorist_name | rdfs:Literal |
| linkedmdb:film_theorist_film_theoristid | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:producer | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:producer_producerid | rdfs:Literal |
| linkedmdb:producer_name | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdb:writer | |
| Property | Object type |
|---|---|
| foaf:page | rdfs:Literal |
| linkedmdb:writer_writerid | rdfs:Literal |
| linkedmdb:writer_name | rdfs:Literal |
| rdfs:label | rdfs:Literal |
| linkedmdbOddlinker:linkage_run | |
| Property | Object type |
|---|---|
| linkedmdbOddlinker:linkage_date | rdfs:Literal |
| linkedmdbOddlinker:linkage_method | rdfs:Literal |
| rdfs:Resource | |
| Property | Object type |
|---|---|
| dbprop:hasPhotoCollection | rdfs:Literal |
| linkedmdb:language | rdfs:Literal |
| linkedmdb:relatedBook | rdfs:Literal |
| foaf:page | rdfs:Literal |
Knowledge Patterns (dynamic)
all extracted dataset KPs associate with queries for retrieving them.
Hints
Depending on how the table below is sorted, different views on the emerging knowledge patterns are given. Here is how they should be interpreted:
- Sort by Subject type only to obtain source-independent knowledge patterns. Note that redundancies in property-object pairs might occur, as in mo:MusicArtist.
- Sort by Subject type, then by Dataset to obtain emerging patterns from single datasets, as in the static tables.
Reorderable pattern table
SPARQL
PREFIX laprop: <http://www.ontologydesignpatterns.org/ont/lod-analysis-properties.owl#> PREFIX lapath: <http://www.ontologydesignpatterns.org/ont/lod-analysis-path.owl#> PREFIX ladata: <http://www.ontologydesignpatterns.org/ont/lod-analysis-properties-data.owl#> SELECT DISTINCT ?dat ?ct ?pr ?rt FROM <lod_stats> WHERE { ?pocc a lapath:PathOccurrencesInDataset . ?pocc lapath:inDataset ?dat . ?pocc lapath:hasPath ?path . ?path lapath:hasLength 1 . ?path lapath:hasPathElement ?pe . ?pe lapath:hasPathElementSubjectType ?ct . ?pe lapath:hasPathElementObjectType ?rt . ?pe lapath:hasProperty ?pr . } LIMIT 10000
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