Title :
TheMa: An API for Mining Linked Datasets
Author :
Tsoukalas, Chrysostomos ; Dervos, Dimitris ; Martinez-Gil, Jorge ; Aldana-Montes, Jose F.
Author_Institution :
Dept. of Inf. Technol., A.T.E.I of Thessaloniki, Thessaloniki, Greece
Abstract :
Linked Open Data is a paradigm for linking the data available on the Web in a structured format in order to make it accessible for computers and people. This leads to having more people and services publish their data on the web and as a result the graph that contains all this information is getting bigger. This paper proposes the usage of some network analysis algorithms on a Linked Dataset in order to extract useful information which in turn leads to a better understanding/interpretation of the data involved, plus comprises a first step in the direction of mining hidden information from the dataset.
Keywords :
application program interfaces; data mining; information retrieval; network theory (graphs); API; Web service; data access; data publishing; graph theory; information extraction; linked dataset mining; network analysis algorithm; structured data format; Algorithm design and analysis; Bridges; Computers; Data mining; Joining processes; Network theory (graphs); World Wide Web; Graph Mining; Linked Open Data; Network Theory;
Conference_Titel :
Informatics (PCI), 2012 16th Panhellenic Conference on
Conference_Location :
Piraeus
Print_ISBN :
978-1-4673-2720-6
DOI :
10.1109/PCi.2012.58
