TY - JOUR
T1 - A system for region search and exploration
AU - Feng, Kaiyu
AU - Zhao, Kaiqi
AU - Liu, Yiding
AU - Cong, Gao
N1 - Publisher Copyright:
© 2016 VLDB.
PY - 2015
Y1 - 2015
N2 - With the increasing popularity of mobile devices and location based services, massive amount of geo-textual data (e.g., geo-tagged tweets) is being generated everyday. Compared with traditional spatial data, the textual dimension of geo-textual data greatly enriches the data. Meanwhile, the spatial dimension of geo-textual data also adds a semantically rich new aspect to textual data. The large volume, together with its rich semantics, calls for the need for data exploration. First, it has many applications to retrieve a region for exploration that satisfies user-specified conditions (e.g., the size and shape of the region) while maximizing some other conditions (e.g., the relevance to the query keywords of the objects in the region). Second, it is useful to mine and explore the topics of the geo-textual data within a (specified or retrieved) region and perhaps a timespan. This demonstration proposal presents the main ideas of our system, the RegIon Search and Exploration System (RISE), for efficiently supporting region search and exploration, and our demonstration plan.
AB - With the increasing popularity of mobile devices and location based services, massive amount of geo-textual data (e.g., geo-tagged tweets) is being generated everyday. Compared with traditional spatial data, the textual dimension of geo-textual data greatly enriches the data. Meanwhile, the spatial dimension of geo-textual data also adds a semantically rich new aspect to textual data. The large volume, together with its rich semantics, calls for the need for data exploration. First, it has many applications to retrieve a region for exploration that satisfies user-specified conditions (e.g., the size and shape of the region) while maximizing some other conditions (e.g., the relevance to the query keywords of the objects in the region). Second, it is useful to mine and explore the topics of the geo-textual data within a (specified or retrieved) region and perhaps a timespan. This demonstration proposal presents the main ideas of our system, the RegIon Search and Exploration System (RISE), for efficiently supporting region search and exploration, and our demonstration plan.
UR - http://www.scopus.com/inward/record.url?scp=85020436386&partnerID=8YFLogxK
U2 - 10.14778/3007263.3007306
DO - 10.14778/3007263.3007306
M3 - Conference article
AN - SCOPUS:85020436386
SN - 2150-8097
VL - 9
SP - 1549
EP - 1452
JO - Proceedings of the VLDB Endowment
JF - Proceedings of the VLDB Endowment
IS - 13
T2 - 42nd International Conference on Very Large Data Bases, VLDB 2016
Y2 - 5 September 2016 through 9 September 2016
ER -