TY - JOUR
T1 - Multi-scale analysis of the web of data
T2 - A challenge to the complex system's community
AU - GuÉret, Christophe
AU - Wang, Shenghui
AU - Groth, Paul
AU - Schlobach, Stefan
PY - 2011/8/1
Y1 - 2011/8/1
N2 - The Web of Data (WoD) is an Internet-based network of data resources and their relations. It has recently taken flight and combines over a hundred interlinked data sources with more than 15 billion edges. A consequence of this recent success is that a paradigm shift has taken place: up to now the Web of Data could be studied, searched and maintained like a classical database; nowadays it has turned into a Complex System and needs to be studied as such. In this paper, we introduce the Web of Data as a challenging object of study and provide initial results on two network scales: the pure data-layer, and the global connection between groups data items. In this analysis, we show that the "official" abstract representation of the WoD does not fit the real distribution we derive from the lower scale. As interesting as these results are, bigger challenges for analysis await in the form of the highly dynamic character of the WoD, and the typed, and implicit, character of the edges which is, to the best of our knowledge, hitherto unstudied.
AB - The Web of Data (WoD) is an Internet-based network of data resources and their relations. It has recently taken flight and combines over a hundred interlinked data sources with more than 15 billion edges. A consequence of this recent success is that a paradigm shift has taken place: up to now the Web of Data could be studied, searched and maintained like a classical database; nowadays it has turned into a Complex System and needs to be studied as such. In this paper, we introduce the Web of Data as a challenging object of study and provide initial results on two network scales: the pure data-layer, and the global connection between groups data items. In this analysis, we show that the "official" abstract representation of the WoD does not fit the real distribution we derive from the lower scale. As interesting as these results are, bigger challenges for analysis await in the form of the highly dynamic character of the WoD, and the typed, and implicit, character of the edges which is, to the best of our knowledge, hitherto unstudied.
KW - Linked Data
KW - Network analysis
KW - Semantic Web
KW - Web of Data
UR - http://www.scopus.com/inward/record.url?scp=80051733735&partnerID=8YFLogxK
U2 - 10.1142/S0219525911003153
DO - 10.1142/S0219525911003153
M3 - Article
AN - SCOPUS:80051733735
SN - 0219-5259
VL - 14
SP - 587
EP - 609
JO - Advances in Complex Systems
JF - Advances in Complex Systems
IS - 4
ER -