Database Systems for Advaned Applications.
Wook-Shin Han ' Mong Li Lee
Agus Muliantara. Ngurah Agus Sanjaya
Beinhard Thalhelm . Shuigeng Zhau (EdsJ
1^r)
O
LN
oo
Lrl
L,,
=
Database Systems
for Advanced Applications
9th lnternational Conference, DASFAA 2014
lnternational Workshops: BDMA, DaMEN, SIM', UnCrowd
Bali, lndonesia, April 21-24, 2014, Revised Selected Papers
1
Lecture Ngtes in Computer
Science
Commenced Publication in 1973
Founding and Former Series Editors:
Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
David Hutchison
Lancaster University, Inncaster, UK
Takeo Kanade
Carnegie Mellon University, Pittsburgh, PA, USA
Josef Kittler
University of Suney, Guildford, UK
M. Kleinberg
Jon
Comell University, Ithaca, NY, USA
Alfred Kobsa
Ilniversity of Califumia, Irvine, CA,
USA
Friedemann Mattern
ETH Zurich, Ziirich, Switzerland
John C. Mitchell
Stanford Universiry, Stanford, CA, USA
Moni Naor
Weizmann Institute of Science, Rehovot, Israel
Oscar Nierstrasz
Ilniversity of Bern, Bem, Switzerland
C. Pandu Rangan
Indian Institute of Technology, Madras, India
Bernhard Steffen
TU Dorttnund Universiry, Dortmund, Getmany
r-
Demetri Terzopoulos
Ilniversity of Califurnia, lns Angeles, CA, USA
Doug Tygar
University of Califumia, Berkeley, CA, USA
@rhard Weikum
. Max Planck Institute for Informatics, Saarbruecken, Germany
For further volumes:
htp //www.springer.com/series/7409
:
8505
Wook-Shin Han .Mong Li Lee
Agus Muliantara. Ngurah Agus Sanjaya
Bernhard Thalheim . Shuigeng Zhou (Eds.)
r
i-'
t..
,
t
t:
i::..,
Fi'
?::
Database Systems
for Advanced Applications
ir.
19th International Conference, DASFA
International Workshops: BDMA,
DaMEN, SIM3, UnCrowd
Bali, Indonesia, April 2L-24, 2014
Revised Selected Papers
Q
Springer
A 2AL4
Editors
Wook-Shin Han
Pohang University of Science
Bernhard Thalheim
Pohang
Institut fiir Informatik
Christian-Albrechts-Universitiit zu Kiel
Kiel
Korea, Republic of (South Korea)
Germany
Mong Li [re
National University of Singapore
Shuigeng Zhou
Fudan University
Singapore
Singapore
China
and Technology (POSTECH)
Shanghai
Agus Muliantara
Ngurah Agus Sanjaya
Udayana University
Badung
Indonesia
ISSN 0302-9743
ISSN 1611-3349 (electronic)
ISBN 978-3-662-43983-8 ISBN 978-3-662-43984-5 (eBook)
DOI 10. 1007/97 8-3-662-43984-5
Springer Heidelberg New York Dordrecht London
Library ofCongress Control Number: 2014934170
LNCS sublibrary: sL3
-
Information systems and Applications, incl. Intemet/web, and HCI
@ Springer-Verlag Berlin Heidelberg 2014
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the
material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, iecitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information
storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now
known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with
reviews or scholarly analysis or material supplied specifically for the pqpose of being entered and executed
on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or
parts thereof is permitted only under the provisions of the Copyright Law of the Publisher's l,ocation, in its
current version, and permission for use must always be obtained from Springer. Permissions for use may be
obtained through Rightslink at the Copyright Clearance Center. Violations are liable to prosecution u;der
the respective Copyright Law.
, The.use ofgeneral descriptive names, registered names, trademarks, service marks, etc. in this publication
does not imply, even in the absence of a specific statement, that such names are exempt from the relevant
protective laws and regulations and therefore free for general use.
While the advice and information in this book are believed to be true and accurate at the date of publication,
neither the authors nor the dditors nor the publisher can accept any legal responsibility for any errors or
omissions that may be made. The publisher makes no warranty, express or implied, with respect to the
material contained herein.
Printed on acid-free paper
Springer is part of Springer Science+Business Media (www.springer.com)
Preface
Welcome to Bali and the workshops held in conjunction with the 19th International
Conference on Database Systems for Advanced Applications (DASFAA 2014).
The objective of the workshops associated with DASFAA 2014 is to give participants the opportunity to present and discuss emerging hot topics related to database
systems and applications. For this end, we selected the following four workshops:
1. The Second International DASFAA Workshop on Big Data Management and
Analytics (BDMA 2014)
2. The Third International Workshop on Data Management for Emerging Network
Infrastructure (DaMEN 2014)
3. The Third International Workshop on Spatial Information Modeling, Management
and Mining (SIM3 2014)
4. DASFAA Workshop on Uncertain and Crowdsourced Data (UnCrowd 2014)
This proceedings contain selected workshop papers. We would like to express our
sincere thanks to the hard work of the individual workshop organizers for organizing
their workshops, handling the paper submissions, reviewing, and selecting workshop
papers to achieve a set of excellent programs.
Aplil2OL4
Wook-Shin Han
Ngurah Agus Sanjaya
Shuigeng Zhou
Contents
Second International DASFAA Workshop on Big Data
Management and Analytics (BDMA)
Meme Media and Knowledge Federation for Exploratory Visual
Analytics of Big Data
Yuzuru Tanaka
Online Data Clustering Using Variational Learning of a Hierarchical
Dirichlet Process Mixture of Dirichlet Distributions
Wentao Fan and Nizar Bouguila
18
Distributed Skyline Computation of Vertically Splitted Databases
by Using MapReduce
Md. Anisuaaman Siddique, Hao Tian, and Yasuhiko Morimoto
33
Short-Term Speed Prediction on Urban Highways by Ensemble Learning
with Feature Subset Selection.
Mohammad Arif Rasyidi and Kwang Ryel Ryu
46
Graph Summaization Using Word Correlation Analysis on Large Set
of Documents.
61
Putu Y. Kusmawan and Joonho Kwon
Distibuted K-Distance Indexing Approach for Efficient Shortest Path
Graphs
Discovery on Large
Jihye Hong, Hyunwook Kim, Waqas Nawaz, Kisung Park,
Byeong-Soo
JlnS, and Young-Koo
Lee
Customized Information Interface with Web
Wookey Lee, Suan Lee, and Jinho Kim
Applications
-
89
Leveraging Enterprise Application Characteristics to Optimize Incremental
Aggregate Maintenance in a Columnar In-Memory
Stephan Miiller, Paul Mdller, and Hasso Plattner
lO2
MaiterStore: A Hot-Aware, High-Performance Key-Value Store
for Graph
Dong Chang, Yanfeng Zhang, and Ge Yu
ll7
Database
r
75
-,,
Processing.
Vertical Bit-Packing: Optimizing Operations on Bit-Packed Vectors
Leveraging SIMD Instructions
Martin Faust, Martin Grund, Tim Berning, David Schwalb,
and Hasso Plattner
.
132
r*
XX
Contents
Efficient Streaming Detection of Hidden Clusters in Big Data
Using Subspace Stream Clustering
Marwan Hassani and Thomas Seidl
146
A Comparison of Systems to Large-Scale Data Access
161
Amin Mesmoudi qnd Mohqnd-Said Hacid
Ihird
International Workshop on Data Management
for Emerging Network Infrastructure (DaMEN)
A Framework to Measure Storage Utilization in Cloud Storage Systems. . . .
Xiao Zhang, Wan Guo, Zhanhuai Li, Xiaonan Zhao, and Xiao Qin
179
Personalized Recommendation via Relevance Propagation on Social
Tagging
Graph.
192
Huiming Li, Hao Li, Zimu Zhang, and Hao Wu
.
Optimizing Pipelined Execution for Distributed In-Memory OLAP System . .
Li
Wang,
I*i
2M
Zhang, Chengcheng Yu, and Aoying Zhou
Hash"d-Join: Approximate String Similarity Join with
Peisen Yuan, Chaofeng Sha, and Yi Sun
Hashing
2l'1
Minimizing Explanations of Why-Not Questions
Chuanyu bng, Bin Wang, Jing Sun, and Xiaochun Yang
230
HadoopM: A Message-Enabled Data Processing System on Large Clusters . .
Wei Pan, Zhanhuai Li, Bo Suo, and Zhuo Wang
AntiqueData: A Proxy to Maintain Computational Transparency in Cloud. .
Himel Dev, Mohammed Eunus Ali, Tanmoy Sen, and Madhusudan Basak
.
.
243
256
Third International Workshop on Spatial Information Modeling,
Management and l\Iining (SINI3)
Monitoring Query Processing in Mobile Robot Databases . .
Kento Sugiura, Arata Hayashi, Tingting Dong, and Yoshiharu Ishikawa
271
Efficiently Evaluating Range-Constrained Spatial Keyword Query
R6ad Networks
:-on Wengen
Li, Jihong Guan, and Shuigeng Zhou
A Spatial-Temporal Analysis of Users' Geographical Patterns
in Social Media: A Case Study on Microblogs
Chao Li, Ztongying Zhao, Jun Luo, Ling Yin, and Qiming Zhou
283
296
Contents
X)(I
Solving Multiple Bickomatic Mutual Nearest Neighbor Queries
with the GPU. . .
Marta Fort and J. Antoni Sellarbs
*,rffi,'Jl,';,1Y:*i':: i::'::il*
Ge Cui, Xin Wang, and Dae-Won Kwon
308
:::i'*:::':l:i:::i
317
Integrated Indoor Positioning with Mobile Devices for Location-Based
Service
Bei Huang and Yang Gao
329
A Hybrid Scale-Out Cloud-Based Data Service for Worldwide Sensors . . . .
342
Applications
Tania Klwlafbeigi, Chih-Yuan Huang, Steve Liang, and Mea Wang
DASFAA Workshop on Uncertain and Crowdsourced Data (UnCrowd)
Uncertainty in Crowd Data Sourcing Under Structural Constraints . . . . . . .
Antoine Amailli, Yael Amsterdamer, and Tova Milo
.
Integration of Web Sources Under Uncertainty and Dependencies
Using Probabilistic
M. Inmine Ba, Sebastien Montenez Raiming Tang, and Talel Abdessalem
XVIL.
Skill Ontology-Based Model for Quality Assurance in Crowdsourcing . . . .
Kinda El Maarry, Wolf-Tilo Balke, Hyunsouk Cho, Seung-won Hwang,
351
360
.
376
and Yukino Baba
ProbKS: Keyword Search on Probabilistic Spatial Data.
Feng Gao, Rohit Jain, Sunil Prqbhakar, and Luo Si
.
388
Towards Mobile Sensor-Aware Crowdsourcing: Architecture,
Opportunities and Challenges.
liyin He, Kai Kunze, Christoph l,ofi, Sanjay K. Madria, and Stephan Sigg
403
.
413
.
Conditioning Probabilistic Relational Data with Referential Constraints . . .
Ruiming Tang, Dongxu Shao, M. Lamine Ba, and Huayu Wu
Author Index
.
429
Author Index
AMessalem, Talel 360
Ali, Mohammed Eunus 256
Amarilli, Antoine
Amsterdamer,
351
Yael
351
Ba, M. Lamine 360,413
Baba, Yukino 376
Balke, Wolf-Tilo 376
Basak, Madhusudan 256
Beming, Tim 132
Bouguila,
Nizar
18
Chang, Dong 1L7
Cho, HYunsouk 376
Cui,
Ge
Dev,
Himel
Dong,
Fan,
nl
Wei 243
Park, Kisung 75
Plattner, Hasso 102, 132
Pan,
habhakar,
Qin,
388
BYeong-Soo 75
342
Kim, HYrinwook 75
Kim, Jinho 89
403
161
Nawaz, Waqas 75
"*Irhiku*u, Yoshihanr 271
Kai
296
Miiller, Stephan 102
Huang, Bei 329
^342
Huang, Chih-Yuan
376
Seung-won
.Hwang,
Tania
Jun
Morimoto, Yasuhiko 33
Arata nl
He*JiYin 4O3
Hong, JihYe 75
Kunze,
Li, Hao 192
Li, Huiming 192
Li, Wengen 283
Li, Zhanhuai 179,243
Montenez,sebastien 360
HayOshi,
Khalafbeigi,
75
Amin
Milo, Tova 351
Miiller, Paul lA
Hacid, Mohand-Said 161
Hassani, Marwan 146
Rohit
Ire, Young-Koo
Li, Chao 296
Mesmoudi,
18
Gao, Feng 388
Gao, Yang 329
Grund, Martin 132
Guan, Jihong 283
Guo, Wan 179
Jeong,
Lee, WookeY 89
Maarry, Kinda El 376
Madria, SanjaY K. 403
256
Martin 132
Marta 308
Jain,
Lee, Suan 89
Luo,
Wentao
61
Lofl, ChristoPh 403
317
Tingting
Y.
Kwon, Dae-Won 317
Kwon, Joonho 61
Liang, Steve 342
Faust,
Fort,
Kusmawan Putu,
Sunil
Xiao
388
179
Arif
Rasyidi, Mohammad
Ryu, Kwang RYel 46
46
Schwalb, David 132
Seidl, Thomas 146
SellaGs, J. Antoni 308
Sen, TanmoY 256
Sha, Chaofeng 217
Shao, Dongxu 413
388
Si,
Luo
Siddique, Md. Anisuzzaman 33
Sigg, Stephan 403
f,r*
i
430 Author Index
J'j...
,r.
i'Sudura,lkrto
271
I
Sun,
t
Yi
I
ltl
TaR*a,
tr
E
Ytraxu
Tian,
i
Hao
t
lYug,
E
F:
Wang,
Wang,
-
3
L,
F:
ti.
33
Bin
Li
230
2M
Mea 342
WeeC,;& 3r7
?
Wang,
.
i
Ztro
Wu,Ituo
L.
243
192
.Wq ltu*yu -413
F.
296
Yuan, Peisen 217
Tmg Ruiaing 3ffi,41,3
t'
Ling
Yu, Chengcherry 204
Yu, Ge l.l7
217
Suq'Bo ,43
b'
Yurg, Xaochun 230
Yin,
Sun,Jing 23o
Zhangt-ei 2A
Zhang,
?rang,
Xiao
179
Ymfcng ll7
Zrang, Zfunu 192
Zhao, Xiaonan Yn
Zhao, Zlrongying D6
Ztrou, Aoying 2O4
Zhou, Qiming 296
Ztrou, Shuige,ng X3
Zong Chuanyu 230
h
r:
i:
r
t
t
i;
E
F,.
t-
i
l
I
E
b.
F
F.t'
s
i,
t.
L
r=
t.
t
E
E
r
,,t
t:::,
':ilr
l
\-
I
Agus Muliantara. Ngurah Agus Sanjaya
Beinhard Thalhelm . Shuigeng Zhau (EdsJ
1^r)
O
LN
oo
Lrl
L,,
=
Database Systems
for Advanced Applications
9th lnternational Conference, DASFAA 2014
lnternational Workshops: BDMA, DaMEN, SIM', UnCrowd
Bali, lndonesia, April 21-24, 2014, Revised Selected Papers
1
Lecture Ngtes in Computer
Science
Commenced Publication in 1973
Founding and Former Series Editors:
Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
David Hutchison
Lancaster University, Inncaster, UK
Takeo Kanade
Carnegie Mellon University, Pittsburgh, PA, USA
Josef Kittler
University of Suney, Guildford, UK
M. Kleinberg
Jon
Comell University, Ithaca, NY, USA
Alfred Kobsa
Ilniversity of Califumia, Irvine, CA,
USA
Friedemann Mattern
ETH Zurich, Ziirich, Switzerland
John C. Mitchell
Stanford Universiry, Stanford, CA, USA
Moni Naor
Weizmann Institute of Science, Rehovot, Israel
Oscar Nierstrasz
Ilniversity of Bern, Bem, Switzerland
C. Pandu Rangan
Indian Institute of Technology, Madras, India
Bernhard Steffen
TU Dorttnund Universiry, Dortmund, Getmany
r-
Demetri Terzopoulos
Ilniversity of Califurnia, lns Angeles, CA, USA
Doug Tygar
University of Califumia, Berkeley, CA, USA
@rhard Weikum
. Max Planck Institute for Informatics, Saarbruecken, Germany
For further volumes:
htp //www.springer.com/series/7409
:
8505
Wook-Shin Han .Mong Li Lee
Agus Muliantara. Ngurah Agus Sanjaya
Bernhard Thalheim . Shuigeng Zhou (Eds.)
r
i-'
t..
,
t
t:
i::..,
Fi'
?::
Database Systems
for Advanced Applications
ir.
19th International Conference, DASFA
International Workshops: BDMA,
DaMEN, SIM3, UnCrowd
Bali, Indonesia, April 2L-24, 2014
Revised Selected Papers
Q
Springer
A 2AL4
Editors
Wook-Shin Han
Pohang University of Science
Bernhard Thalheim
Pohang
Institut fiir Informatik
Christian-Albrechts-Universitiit zu Kiel
Kiel
Korea, Republic of (South Korea)
Germany
Mong Li [re
National University of Singapore
Shuigeng Zhou
Fudan University
Singapore
Singapore
China
and Technology (POSTECH)
Shanghai
Agus Muliantara
Ngurah Agus Sanjaya
Udayana University
Badung
Indonesia
ISSN 0302-9743
ISSN 1611-3349 (electronic)
ISBN 978-3-662-43983-8 ISBN 978-3-662-43984-5 (eBook)
DOI 10. 1007/97 8-3-662-43984-5
Springer Heidelberg New York Dordrecht London
Library ofCongress Control Number: 2014934170
LNCS sublibrary: sL3
-
Information systems and Applications, incl. Intemet/web, and HCI
@ Springer-Verlag Berlin Heidelberg 2014
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the
material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, iecitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information
storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now
known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with
reviews or scholarly analysis or material supplied specifically for the pqpose of being entered and executed
on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or
parts thereof is permitted only under the provisions of the Copyright Law of the Publisher's l,ocation, in its
current version, and permission for use must always be obtained from Springer. Permissions for use may be
obtained through Rightslink at the Copyright Clearance Center. Violations are liable to prosecution u;der
the respective Copyright Law.
, The.use ofgeneral descriptive names, registered names, trademarks, service marks, etc. in this publication
does not imply, even in the absence of a specific statement, that such names are exempt from the relevant
protective laws and regulations and therefore free for general use.
While the advice and information in this book are believed to be true and accurate at the date of publication,
neither the authors nor the dditors nor the publisher can accept any legal responsibility for any errors or
omissions that may be made. The publisher makes no warranty, express or implied, with respect to the
material contained herein.
Printed on acid-free paper
Springer is part of Springer Science+Business Media (www.springer.com)
Preface
Welcome to Bali and the workshops held in conjunction with the 19th International
Conference on Database Systems for Advanced Applications (DASFAA 2014).
The objective of the workshops associated with DASFAA 2014 is to give participants the opportunity to present and discuss emerging hot topics related to database
systems and applications. For this end, we selected the following four workshops:
1. The Second International DASFAA Workshop on Big Data Management and
Analytics (BDMA 2014)
2. The Third International Workshop on Data Management for Emerging Network
Infrastructure (DaMEN 2014)
3. The Third International Workshop on Spatial Information Modeling, Management
and Mining (SIM3 2014)
4. DASFAA Workshop on Uncertain and Crowdsourced Data (UnCrowd 2014)
This proceedings contain selected workshop papers. We would like to express our
sincere thanks to the hard work of the individual workshop organizers for organizing
their workshops, handling the paper submissions, reviewing, and selecting workshop
papers to achieve a set of excellent programs.
Aplil2OL4
Wook-Shin Han
Ngurah Agus Sanjaya
Shuigeng Zhou
Contents
Second International DASFAA Workshop on Big Data
Management and Analytics (BDMA)
Meme Media and Knowledge Federation for Exploratory Visual
Analytics of Big Data
Yuzuru Tanaka
Online Data Clustering Using Variational Learning of a Hierarchical
Dirichlet Process Mixture of Dirichlet Distributions
Wentao Fan and Nizar Bouguila
18
Distributed Skyline Computation of Vertically Splitted Databases
by Using MapReduce
Md. Anisuaaman Siddique, Hao Tian, and Yasuhiko Morimoto
33
Short-Term Speed Prediction on Urban Highways by Ensemble Learning
with Feature Subset Selection.
Mohammad Arif Rasyidi and Kwang Ryel Ryu
46
Graph Summaization Using Word Correlation Analysis on Large Set
of Documents.
61
Putu Y. Kusmawan and Joonho Kwon
Distibuted K-Distance Indexing Approach for Efficient Shortest Path
Graphs
Discovery on Large
Jihye Hong, Hyunwook Kim, Waqas Nawaz, Kisung Park,
Byeong-Soo
JlnS, and Young-Koo
Lee
Customized Information Interface with Web
Wookey Lee, Suan Lee, and Jinho Kim
Applications
-
89
Leveraging Enterprise Application Characteristics to Optimize Incremental
Aggregate Maintenance in a Columnar In-Memory
Stephan Miiller, Paul Mdller, and Hasso Plattner
lO2
MaiterStore: A Hot-Aware, High-Performance Key-Value Store
for Graph
Dong Chang, Yanfeng Zhang, and Ge Yu
ll7
Database
r
75
-,,
Processing.
Vertical Bit-Packing: Optimizing Operations on Bit-Packed Vectors
Leveraging SIMD Instructions
Martin Faust, Martin Grund, Tim Berning, David Schwalb,
and Hasso Plattner
.
132
r*
XX
Contents
Efficient Streaming Detection of Hidden Clusters in Big Data
Using Subspace Stream Clustering
Marwan Hassani and Thomas Seidl
146
A Comparison of Systems to Large-Scale Data Access
161
Amin Mesmoudi qnd Mohqnd-Said Hacid
Ihird
International Workshop on Data Management
for Emerging Network Infrastructure (DaMEN)
A Framework to Measure Storage Utilization in Cloud Storage Systems. . . .
Xiao Zhang, Wan Guo, Zhanhuai Li, Xiaonan Zhao, and Xiao Qin
179
Personalized Recommendation via Relevance Propagation on Social
Tagging
Graph.
192
Huiming Li, Hao Li, Zimu Zhang, and Hao Wu
.
Optimizing Pipelined Execution for Distributed In-Memory OLAP System . .
Li
Wang,
I*i
2M
Zhang, Chengcheng Yu, and Aoying Zhou
Hash"d-Join: Approximate String Similarity Join with
Peisen Yuan, Chaofeng Sha, and Yi Sun
Hashing
2l'1
Minimizing Explanations of Why-Not Questions
Chuanyu bng, Bin Wang, Jing Sun, and Xiaochun Yang
230
HadoopM: A Message-Enabled Data Processing System on Large Clusters . .
Wei Pan, Zhanhuai Li, Bo Suo, and Zhuo Wang
AntiqueData: A Proxy to Maintain Computational Transparency in Cloud. .
Himel Dev, Mohammed Eunus Ali, Tanmoy Sen, and Madhusudan Basak
.
.
243
256
Third International Workshop on Spatial Information Modeling,
Management and l\Iining (SINI3)
Monitoring Query Processing in Mobile Robot Databases . .
Kento Sugiura, Arata Hayashi, Tingting Dong, and Yoshiharu Ishikawa
271
Efficiently Evaluating Range-Constrained Spatial Keyword Query
R6ad Networks
:-on Wengen
Li, Jihong Guan, and Shuigeng Zhou
A Spatial-Temporal Analysis of Users' Geographical Patterns
in Social Media: A Case Study on Microblogs
Chao Li, Ztongying Zhao, Jun Luo, Ling Yin, and Qiming Zhou
283
296
Contents
X)(I
Solving Multiple Bickomatic Mutual Nearest Neighbor Queries
with the GPU. . .
Marta Fort and J. Antoni Sellarbs
*,rffi,'Jl,';,1Y:*i':: i::'::il*
Ge Cui, Xin Wang, and Dae-Won Kwon
308
:::i'*:::':l:i:::i
317
Integrated Indoor Positioning with Mobile Devices for Location-Based
Service
Bei Huang and Yang Gao
329
A Hybrid Scale-Out Cloud-Based Data Service for Worldwide Sensors . . . .
342
Applications
Tania Klwlafbeigi, Chih-Yuan Huang, Steve Liang, and Mea Wang
DASFAA Workshop on Uncertain and Crowdsourced Data (UnCrowd)
Uncertainty in Crowd Data Sourcing Under Structural Constraints . . . . . . .
Antoine Amailli, Yael Amsterdamer, and Tova Milo
.
Integration of Web Sources Under Uncertainty and Dependencies
Using Probabilistic
M. Inmine Ba, Sebastien Montenez Raiming Tang, and Talel Abdessalem
XVIL.
Skill Ontology-Based Model for Quality Assurance in Crowdsourcing . . . .
Kinda El Maarry, Wolf-Tilo Balke, Hyunsouk Cho, Seung-won Hwang,
351
360
.
376
and Yukino Baba
ProbKS: Keyword Search on Probabilistic Spatial Data.
Feng Gao, Rohit Jain, Sunil Prqbhakar, and Luo Si
.
388
Towards Mobile Sensor-Aware Crowdsourcing: Architecture,
Opportunities and Challenges.
liyin He, Kai Kunze, Christoph l,ofi, Sanjay K. Madria, and Stephan Sigg
403
.
413
.
Conditioning Probabilistic Relational Data with Referential Constraints . . .
Ruiming Tang, Dongxu Shao, M. Lamine Ba, and Huayu Wu
Author Index
.
429
Author Index
AMessalem, Talel 360
Ali, Mohammed Eunus 256
Amarilli, Antoine
Amsterdamer,
351
Yael
351
Ba, M. Lamine 360,413
Baba, Yukino 376
Balke, Wolf-Tilo 376
Basak, Madhusudan 256
Beming, Tim 132
Bouguila,
Nizar
18
Chang, Dong 1L7
Cho, HYunsouk 376
Cui,
Ge
Dev,
Himel
Dong,
Fan,
nl
Wei 243
Park, Kisung 75
Plattner, Hasso 102, 132
Pan,
habhakar,
Qin,
388
BYeong-Soo 75
342
Kim, HYrinwook 75
Kim, Jinho 89
403
161
Nawaz, Waqas 75
"*Irhiku*u, Yoshihanr 271
Kai
296
Miiller, Stephan 102
Huang, Bei 329
^342
Huang, Chih-Yuan
376
Seung-won
.Hwang,
Tania
Jun
Morimoto, Yasuhiko 33
Arata nl
He*JiYin 4O3
Hong, JihYe 75
Kunze,
Li, Hao 192
Li, Huiming 192
Li, Wengen 283
Li, Zhanhuai 179,243
Montenez,sebastien 360
HayOshi,
Khalafbeigi,
75
Amin
Milo, Tova 351
Miiller, Paul lA
Hacid, Mohand-Said 161
Hassani, Marwan 146
Rohit
Ire, Young-Koo
Li, Chao 296
Mesmoudi,
18
Gao, Feng 388
Gao, Yang 329
Grund, Martin 132
Guan, Jihong 283
Guo, Wan 179
Jeong,
Lee, WookeY 89
Maarry, Kinda El 376
Madria, SanjaY K. 403
256
Martin 132
Marta 308
Jain,
Lee, Suan 89
Luo,
Wentao
61
Lofl, ChristoPh 403
317
Tingting
Y.
Kwon, Dae-Won 317
Kwon, Joonho 61
Liang, Steve 342
Faust,
Fort,
Kusmawan Putu,
Sunil
Xiao
388
179
Arif
Rasyidi, Mohammad
Ryu, Kwang RYel 46
46
Schwalb, David 132
Seidl, Thomas 146
SellaGs, J. Antoni 308
Sen, TanmoY 256
Sha, Chaofeng 217
Shao, Dongxu 413
388
Si,
Luo
Siddique, Md. Anisuzzaman 33
Sigg, Stephan 403
f,r*
i
430 Author Index
J'j...
,r.
i'Sudura,lkrto
271
I
Sun,
t
Yi
I
ltl
TaR*a,
tr
E
Ytraxu
Tian,
i
Hao
t
lYug,
E
F:
Wang,
Wang,
-
3
L,
F:
ti.
33
Bin
Li
230
2M
Mea 342
WeeC,;& 3r7
?
Wang,
.
i
Ztro
Wu,Ituo
L.
243
192
.Wq ltu*yu -413
F.
296
Yuan, Peisen 217
Tmg Ruiaing 3ffi,41,3
t'
Ling
Yu, Chengcherry 204
Yu, Ge l.l7
217
Suq'Bo ,43
b'
Yurg, Xaochun 230
Yin,
Sun,Jing 23o
Zhangt-ei 2A
Zhang,
?rang,
Xiao
179
Ymfcng ll7
Zrang, Zfunu 192
Zhao, Xiaonan Yn
Zhao, Zlrongying D6
Ztrou, Aoying 2O4
Zhou, Qiming 296
Ztrou, Shuige,ng X3
Zong Chuanyu 230
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