Current tools that facilitate the extract-transform-load (ETL) process focus on ETL workflow, not on generating meaningful semantic relationships to integrate data from multiple, heterogeneous sources. A proposed semantic ETL framework applies semantics to various data fields and so allows richer data integration.
%0 Journal Article
%1 BansalKagemann15computer
%A Bansal, Srividya K.
%A Kagemann, Sebastian
%D 2015
%J Computer
%K v1500 ieee paper ai data analysis enterprise information management semantic zzz.big
%N 3
%P 42--50
%R 10.1109/MC.2015.76
%T Integrating Big Data: A Semantic Extract-Transform-Load Framework
%V 48
%X Current tools that facilitate the extract-transform-load (ETL) process focus on ETL workflow, not on generating meaningful semantic relationships to integrate data from multiple, heterogeneous sources. A proposed semantic ETL framework applies semantics to various data fields and so allows richer data integration.
@article{BansalKagemann15computer,
abstract = {Current tools that facilitate the extract-transform-load (ETL) process focus on ETL workflow, not on generating meaningful semantic relationships to integrate data from multiple, heterogeneous sources. A proposed semantic ETL framework applies semantics to various data fields and so allows richer data integration.},
added-at = {2015-03-31T17:53:11.000+0200},
author = {Bansal, Srividya K. and Kagemann, Sebastian},
biburl = {https://www.bibsonomy.org/bibtex/2a41619c0b2df2930eb83220daec5ff7c/flint63},
doi = {10.1109/MC.2015.76},
file = {IEEE Digital Library:2015/BansalKagemann15computer.pdf:PDF},
groups = {public},
interhash = {f0fb5536f1d08dcaa353542c5ac7411f},
intrahash = {a41619c0b2df2930eb83220daec5ff7c},
issn = {0018-9162},
journal = {Computer},
keywords = {v1500 ieee paper ai data analysis enterprise information management semantic zzz.big},
month = {#mar#},
number = 3,
pages = {42--50},
timestamp = {2018-04-16T11:36:20.000+0200},
title = {Integrating Big Data: A Semantic Extract-Transform-Load Framework},
username = {flint63},
volume = 48,
year = 2015
}