Matches in SemOpenAlex for { <https://semopenalex.org/work/W2225104311> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W2225104311 abstract "Recently, the “Web of Documents” has become the “Web of Data”, i.e., the documents are annotated in the form of RDF making this human processable data directly processable by machines. This data can further be explored by the user using SPARQL queries. As web clustering engines provide classification of the results obtained by querying web of documents, a framework for providing classification over SPARQL query answers is also needed to make sense of what is contained in the data. Exploratory Data Mining focuses on providing an insight into the data. It also allows filtering of non-interesting parts of data by directly involving the domain expert in the process. This thesis contributes in aiding the user in exploring Linked Data with the help of exploratory data mining. We study three research directions, i.e., 1) Creating views over RDF graphs and allow user interaction over these views, 2) assessing the quality and completing RDF data and finally 3) simultaneous navigation/exploration over heterogeneous and multiple resources present on Linked Data. Firstly, we introduce a solution modifier i.e., View By to create views over RDF graphs by classifying SPARQL query answers with the help of Formal Concept Analysis. In order to navigate the obtained concept lattice and extract knowledge units, we develop a new tool called RV-Explorer (Rdf View eXplorer) which implements several navigational modes. However, this navigation/exploration reveal several incompletions in the data sets. In order to complete the data, we use association rule mining for completing RDF data. Furthermore, for providing navigation and exploration directly over RDF graphs along with background knowledge, RDF triples are clustered w.r.t. background knowledge and these clusters can then be navigated and interactively explored. Finally, it can be concluded that instead of providing direct exploration we use FCA as an aid for clustering RDF data and allow user to explore these clusters of data and enable the user to reduce his exploration space by interaction." @default.
- W2225104311 created "2016-06-24" @default.
- W2225104311 creator A5009026163 @default.
- W2225104311 date "2015-12-01" @default.
- W2225104311 modified "2023-09-26" @default.
- W2225104311 title "Interactive Knowledge Discovery over Web of Data." @default.
- W2225104311 hasPublicationYear "2015" @default.
- W2225104311 type Work @default.
- W2225104311 sameAs 2225104311 @default.
- W2225104311 citedByCount "0" @default.
- W2225104311 crossrefType "dissertation" @default.
- W2225104311 hasAuthorship W2225104311A5009026163 @default.
- W2225104311 hasConcept C124101348 @default.
- W2225104311 hasConcept C136764020 @default.
- W2225104311 hasConcept C147497476 @default.
- W2225104311 hasConcept C154945302 @default.
- W2225104311 hasConcept C15657843 @default.
- W2225104311 hasConcept C2129575 @default.
- W2225104311 hasConcept C23123220 @default.
- W2225104311 hasConcept C2522767166 @default.
- W2225104311 hasConcept C41008148 @default.
- W2225104311 hasConcept C41009113 @default.
- W2225104311 hasConcept C69075417 @default.
- W2225104311 hasConcept C73555534 @default.
- W2225104311 hasConceptScore W2225104311C124101348 @default.
- W2225104311 hasConceptScore W2225104311C136764020 @default.
- W2225104311 hasConceptScore W2225104311C147497476 @default.
- W2225104311 hasConceptScore W2225104311C154945302 @default.
- W2225104311 hasConceptScore W2225104311C15657843 @default.
- W2225104311 hasConceptScore W2225104311C2129575 @default.
- W2225104311 hasConceptScore W2225104311C23123220 @default.
- W2225104311 hasConceptScore W2225104311C2522767166 @default.
- W2225104311 hasConceptScore W2225104311C41008148 @default.
- W2225104311 hasConceptScore W2225104311C41009113 @default.
- W2225104311 hasConceptScore W2225104311C69075417 @default.
- W2225104311 hasConceptScore W2225104311C73555534 @default.
- W2225104311 hasLocation W22251043111 @default.
- W2225104311 hasOpenAccess W2225104311 @default.
- W2225104311 hasPrimaryLocation W22251043111 @default.
- W2225104311 hasRelatedWork W1619783831 @default.
- W2225104311 hasRelatedWork W1920265815 @default.
- W2225104311 hasRelatedWork W195679761 @default.
- W2225104311 hasRelatedWork W2009347107 @default.
- W2225104311 hasRelatedWork W2023231487 @default.
- W2225104311 hasRelatedWork W2034357489 @default.
- W2225104311 hasRelatedWork W2084124103 @default.
- W2225104311 hasRelatedWork W2095160693 @default.
- W2225104311 hasRelatedWork W2114233371 @default.
- W2225104311 hasRelatedWork W2168254355 @default.
- W2225104311 hasRelatedWork W2335523191 @default.
- W2225104311 hasRelatedWork W2429924458 @default.
- W2225104311 hasRelatedWork W2462890517 @default.
- W2225104311 hasRelatedWork W2534608142 @default.
- W2225104311 hasRelatedWork W2886220023 @default.
- W2225104311 hasRelatedWork W2980657455 @default.
- W2225104311 hasRelatedWork W3023444544 @default.
- W2225104311 hasRelatedWork W3042438073 @default.
- W2225104311 hasRelatedWork W3199992113 @default.
- W2225104311 hasRelatedWork W2188861140 @default.
- W2225104311 isParatext "false" @default.
- W2225104311 isRetracted "false" @default.
- W2225104311 magId "2225104311" @default.
- W2225104311 workType "dissertation" @default.