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

fYear

2012

fDate

5-7 Oct. 2012

Firstpage

449

Lastpage

453

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Informatics (PCI), 2012 16th Panhellenic Conference on

Conference_Location

Piraeus

Print_ISBN

978-1-4673-2720-6

Type

conf

DOI

10.1109/PCi.2012.58

Filename

6377345