TY - JOUR
T1 - Integrating heterogeneous data sources for planning road reconstruction
AU - Kimoto, Tatsuya
AU - Morita, Takeshi
AU - IshII, Takahito
AU - Suga, Haruya
AU - Sugawara, Yu
AU - Beppu, Takashi
AU - Yamaguchi, Takahira
N1 - Publisher Copyright:
© 2015 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license.
PY - 2015
Y1 - 2015
N2 - Analyzing big data with fixed scheme, the analysis does not become sometimes enough with less data. We should have more data with scheme free including picture, movies, map, news and social media and then integrate them in order to get the analysis more effective. Here is discussed how to integrate various kinds of heterogeneous data to do so. Taking case studies to support road reconstruction planning, we integrate six kinds of domestic data: traffic accident data, road traffic census data, street view with G-map, YouTube, Twitter, and News. In addition, we discuss usefulness of integration and reference of various kinds of data.
AB - Analyzing big data with fixed scheme, the analysis does not become sometimes enough with less data. We should have more data with scheme free including picture, movies, map, news and social media and then integrate them in order to get the analysis more effective. Here is discussed how to integrate various kinds of heterogeneous data to do so. Taking case studies to support road reconstruction planning, we integrate six kinds of domestic data: traffic accident data, road traffic census data, street view with G-map, YouTube, Twitter, and News. In addition, we discuss usefulness of integration and reference of various kinds of data.
KW - Road reconstruction
KW - Road traffic census data
KW - Traffic accsident data
KW - Variety
UR - http://www.scopus.com/inward/record.url?scp=84941117627&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84941117627&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2015.08.302
DO - 10.1016/j.procs.2015.08.302
M3 - Conference article
AN - SCOPUS:84941117627
SN - 1877-0509
VL - 60
SP - 1720
EP - 1727
JO - Procedia Computer Science
JF - Procedia Computer Science
IS - 1
T2 - 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, KES 2015
Y2 - 7 September 2015 through 9 September 2015
ER -
