dasfaa 2014 - nus computingdasfaa14/brochuredasfaa2014.pdfindustrial session 1 wantilan a graph...
TRANSCRIPT
-
21-24 April 2014, Bali, Indonesia
The 19th International Conference on Database Systems for Advanced Applications
DASFAA 2014
-
DASFAA 2014
21-24 April 2
-
DASFAA 2014
Bali, Indonesia 3
Contents
Floor Plans 4
Maps of Sanur 5
Outstanding Contributions Award 6
Program Overview 8
Detailed Program:
Monday, Workshops 12
Tuesday, Conference Day 1 24
Wednesday, Conference Day 2 34
Thursday, Conference Day 3 42
Concert 52
Useful Contacts 55
Get the latest updates at www.dasfaa2014.org
-
DASFAA 2014
21-24 April 4
Floor Plans
Conference:
Workshops:
Aerowisata Sanur Beach Hotel
Jl. Cemara
Sanur, Bali, Indonesia 80228
Telephone: +62 361 288011
Udayana Sudirman Campus
Gedung Program Pascasarjana
Universitas Udayana
Jl. PB. Sudirman, Denpasar,
Bali, 80113
Telephone: +62 361 223797
-
DASFAA 2014
Bali, Indonesia 5
Maps of Sanur
See them online at goo.gl/ztahmc
Nearby Hotels
Udayana University
-
DASFAA 2014
21-24 April 6
Outstanding Contributions Award
Prof. Krithi Ramamritham received his B.Tech (Electrical Engineering) and M.Tech (Computer Science) degrees from IIT Madras, and then, received his Ph.D. in Comput-er Science from the University of Utah. After working at the University of Massachusetts, from 1981-2001, he is currently at IIT. During 2006-2009, he served as Dean (R&D) at IIT Bombay. He now heads IIT Bombay's new Center for Urban Science and Engineering. He is a Fellow of the IEEE, ACM, Indian Academy of Sciences, National Academy of Sciences, India, and the Indian National Academy of Engineering. Twice he has received the IBM Faculty Award. He is also a recipient of the Distinguished Alum-nus Award from IIT Madras and the Doctor of Science (Honoris Causa) from the University of Sydney. He has been associated with the editorial board of various journals. These in-clude Real-Time Systems Journal, IEEE Embedded Systems Letters (Editor-in-Chief), IEEE Internet Computing, The VLDB Journal, and several IEEE Transac-tions: Knowledge and Data Engineering, Parallel and Distributed Systems & Mo-bile Computing. He also has served on the Board of Trustees of the VLDB Endow-ment, the Technical Advisory Board of TTTech, Vienna, Austria, and Microsoft Research India. Of the two startups that he has co-founded, Agrocom offers award-winning in-formation and communication technology-based real-time decision-support tools to farmers and organizations enabling progressive farming while Nex Ro-botics delivers high quality products in Robotics and Embedded systems.
Vijay and Sita Vashee
Chair Professor,
Department of Computer Science and Engineering
IIT Bombay
-
DASFAA 2014
Bali, Indonesia 7
Prof. Ramamritham made many strong contributions related to DASFAA. 1. He received the 10+ Year Best paper award for his 1995 DASFAA paper,
titled “Continuous Media Sharing in Multimedia Database Systems” in DASFAA 2010.
2. He delivered an excellent keynote, titled “Dissemination of Dynamic Data: Semantics, Algorithms, and Performance,” at DASFAA 2006 in Singapore. This work produced several research papers published in top conferences such as VLDB, ICDE, and ICDCS.
3. He served as the General Co-chair for DASFAA 2008, New Delhi and re-ceived the feedback that DASFAA 2008 was then one of the best DASFAA conferences many attendees had ever seen. His contribution helped raise the awareness of DASFAA conference in India and the Asia-Pacific region. This effort led to a significant increase in participation in this conference from India. His efforts and that of his colleagues brought more than 80 students from top tier engineering schools and institutes to DASFAA 2008.
4. He served the DASFAA PC many times in the last 15 years. 5. He served the DASFAA steering committee for many (seven) years and
brought changes in conference promotion in India and the Asia-Pacific re-gion and encouraged many researchers to actively participate in DASFAA conference and DB research.
6. He served in the DASFAA awards committee for six years.
-
DASFAA 2014
21-24 April 8
Monday 21 April 2014
Time Activity
08:00 Bus to Udayana campus
08:30 - 09:00 Registration
09:00 - 10:00 Workshop Keynote Conference Room
10:00 - 10:30 Coffee break
10:30 - 11:30 Workshop Invited Talks Conference Room
11:30 - 12:30 BDMA Session 1 Conference Room
BDMA Session 2 BPPS Room
UnCROWD Session 1 Room 3.8
12:30 - 13:30 Lunch At Conference Room
13:30 - 15:00 BDMA Session 3 Conference Room
DaMEN Session 1 BPPS Room
SIM3 Session 1 Room 3.10
UnCROWD Session 2 Room 3.8
15:00 - 15:30 Coffee break
15:30 - 17:00 BDMA Session 4 Conference Room
DaMEN Session 2 BPPS Room
SIM3 Session 2 Room 3.10
UnCROWD Session 3 Room 3.8
17:30 Bus to hotel
Workshops
-
DASFAA 2014
Bali, Indonesia 9
Tuesday 22 April 2014
Time Activity
08:00 - 09:00 Registration
09:00 - 09:30 Opening
09:30 - 10:30 Keynote Wantilan Plenary
10:30 - 11:00 Coffee break
11:00 - 12:00 Panel Wantilan Plenary
12:00 - 13:30 Lunch Tirta Restaurant
13:30 - 15:00 Big Data Management
Research Session 1 Wantilan C
Indexing & Query Processing
Research Session 2 Wantilan D
Industrial Session 1
Industrial Session 1 Wantilan A
Graph Mining Approaches: From Main Memory to Map/
Reduce
Tutorial 1 Wantilan B
15:00 - 15:30 Coffee break
15:30 - 17:00 Graph Data Management 1
Research Session 3 Wantilan A
Spatio-temporal Data Management 1
Research Session 4 Wantilan C
Database for Emerging Hardware
Research Session 5 Wantilan D
Crowdsourced Algorithms in Data Management
Tutorial 2 Wantilan B
18:00 - 19:00 Concert Bima Stage
19:00 - 20:00 Reception Beach Area
Conference, Day 1
-
DASFAA 2014
21-24 April 10
Wednesday 23 April 2014
Time Activity
08:00 - 09:30 Registration
09:30 - 10:30 Ten years best paper presentation Wantilan Plenary
10:30 - 11:00 Coffee break
11:00 - 12:00 Best papers nominees presentations Wantilan Plenary
12:00 - 13:30 Lunch (best paper voting) Tirta Restaurant
13:30 - 15:00 Data Mining 1
Research Session 6 Wantilan A
Probabilistic & Uncertain Data Management
Research Session 7 Wantilan C
Web & Social Data Management 1
Research Session 8 Wantilan D
Similarity-based analytics for trajectory data: theory,
algorithms and applications
Tutorial 3 Wantilan B
15:00 - 15:30 Coffee break
15:30 - 17:00 Data Mining 2
Research Session 9 Wantilan A
Spatio-temporal Data Management 2
Research Session 10 Wantilan C
Demonstrations Wantilan B
Poster Session for Research Sessions 1-5
Wantilan D
18:00 - 20:00 Dinner cum award ceremony Beach Area
Conference, Day 2
-
DASFAA 2014
Bali, Indonesia 11
Thursday 24 April 2014
Time Activity
08:00—09:00 Registration
09:00 - 10:30 Graph Data Management 2
Research Session 11 Wantilan B
Security, privacy & trust
Research Session 12 Wantilan A
Web & Social Data Management 2
Research Session 13 Wantilan C
Poster Session for Research Sessions 1-5
and Best Paper Nominees Wantilan D
10:30 - 11:00 Coffee break
11:00 - 12:30 Keyword Search
Research Session 14 Wantilan A
Data Stream Management
Research Session 15 Wantilan C
Web & Social Data Management 3
Research Session 16 Wantilan D
Demonstrations Wantilan B
12:30 - 13:30 Lunch Tirta Restaurant
Poster Session for Session 11-16
13:30 - 14:30 Big Data is Set to Become the Game Changer
Lecture 1 Wantilan Plenary
14:30 - 15:30 Searching the Social Web
Lecture 2 Wantilan Plenary
15:30 - 16:00 Coffee break
16:00 - 17:00 Web Security
Lecture 3 Wantilan Plenary
Conference, Day 3
-
DASFAA 2014
21-24 April 12
Workshop Keynote
Workshop Invited Talks
Meme Media and Knowledge Federation for Exploratory
Visual Analytics of Big Data
Yuzuru Tanaka
Big Graph Data Processing
Wook-Shin Han
Monday 21 April 2014
09:00 - 10:00
Conference Room
Pierre Senellart
Crowdsourcing over Big Data, are we there yet?
Lei Chen
Monday 21 April 2014
10:30 - 11:30
Conference Room
Hong Bonghee
-
DASFAA 2014
Bali, Indonesia 13
Online Data Clustering Using Variational Learning of a
Hierarchical Dirichlet Process Mixture of Dirichlet Distri-
butions
Wentao Fan, Nizar Bouguila
Distributed Skyline Computation of Vertically Splitted
Databases by Using MapReduce
Md. Anisuzzaman Siddique, Tian Hao, Morimoto Yasuhiko
Workshop on Big Data Management and Analytics
BDMA Session 1
Monday 21 April 2014
11:30 - 12:30
Conference Room
Ge Yu
-
DASFAA 2014
21-24 April 14
Short-Term Speed Prediction on Urban Highways by
Ensemble Learning with Feature Subset Selection
Mohammad Arif Rasyidi, Kwang Ryel Ryu
Urban Traffic Congestion Visualization based on Histori-
cal Roadside Sensor Data
Yang-Ja Jang, Jiwan Lee, Bonghee Hong
Workshop on Big Data Management and Analytics
BDMA Session 2
Monday 21 April 2014
11:30 - 12:30
BPPS Room
Laurent d'Orazio
-
DASFAA 2014
Bali, Indonesia 15
Conditioning Probabilistic Relational Data with Referen-
tial Constraints
Ruiming Tang, Dongxu Shao, M. Lamine Ba, Huayu Wu
Skill ontology-based model for Quality Assurance in
Crowdsourcing
Kinda El Maarry, Wolf-Tilo Balke, Hyunsouk Cho, Seung-Won Hwang, Yukino Baba
Workshop on Uncertain and Crowdsourced Data
UnCROWD Session 1
Monday 21 April 2014
11:30 - 12:30
Room 3.8
Wilfred Ng
-
DASFAA 2014
21-24 April 16
Correlation Analytics of Big Documents by Scoring
Putu Kusmawan, Joonho Kwon
Distributed K-distance Indexing Approach for Efficient
Shortest Path Discovery on Large Graphs
Jihye Hong, Hyunwook Kim, Waqas Nawaz, Kisung Park, Byeong-Soo Jeong,
Young-Koo Lee
Customized Information Interface with Semantic Web
Applications
Wookey Lee, Suan Lee, Jinho Kim
Leveraging Enterprise Application Characteristics to Op-
timize Incremental Aggregate Maintenance in a Colum-
nar In-Memory Database
Stephan Müller, Paul Möller, Hasso Plattner
Workshop on Big Data Management and Analytics
BDMA Session 3
Monday 21 April 2014
13:30 - 15:00
Conference Room
Hong Bonghee
-
DASFAA 2014
Bali, Indonesia 17
A Framework to Measure Storage Utilization in Cloud
Storage Systems
Xiao Zhang, Wan Guo, Zhanhuai Li, Xiao Nan Zhao, Xiao Qin
Personalized Recommendation via Relevance Propaga-
tion on Social Tagging Graph
Huiming Li, Hao Li, Zimu Zhang, Hao Wu
Optimizing Pipelined Execution for Distributed In-
memory OLAP System
Li Wang, Lei Zhang, Chengcheng Yu, Aoying Zhou
Hashed-Join: Approximate String Similarity Join with
Hashing
Peisen Yuan
Workshop on Data Management for
Emerging Network Infrastructure
DaMEN Session 1
Monday 21 April 2014
13:30 - 15:00
BPPS Room
Rui Chen
-
DASFAA 2014
21-24 April 18
Monitoring Query Processing in Mobile Robot Data-
bases
Kento Sugiura, Arata Hayashi, Tingting Dong, Yoshiharu Ishikawa
Efficiently Evaluating Range-Constrained Spatial Key-
word Query on Road Networks
Wengen Li, Jihong Guan, Shuigeng Zhou
Solving multiple bichromatic mutual nearest neighbor
queries with the GPU
J. Antoni Sellares, Marta Fort
A Spatial-Temporal Analysis of Users' Geographical Pat-
terns in Social Media: a Case Study on Microblogs
Chao Li, Zhongying Zhao, Jun Luo, Ling Yin, Qiming Zhou
Workshop on Spatial Information Modeling,
Management and Mining
SIM3 Session 1
Monday 21 April 2014
13:30 - 15:00
Room 3.10
Xin Wang
-
DASFAA 2014
Bali, Indonesia 19
ProbKS: Keyword Search on Probabilistic Spatial Data
Feng Gao, Rohit Jain, Sunil Prabhakar, Luo Si
Integration of Web sources under uncertainty and de-
pendencies using probabilistic XML
Mouhamadou Lamine Ba, Sebastien Montenez, Ruiming Tang, Talel Abdessalem
Uncertainty in Crowd Data Sourcing Under Structural
Constraints
Antoine Amarilli, Yael Amsterdamer, Tova Milo
Towards Mobile Sensor-Aware Crowdsourcing: Archi-
tecture, Opportunities and Challenges
Jiyin He, Kai Kunze, Christoph Lofi, Sanjay Madria, Stephan Sigg
Workshop on Uncertain and Crowdsourced Data
UnCROWD Session 2
Monday 21 April 2014
13:30 - 15:00
Room 3.8
Ling Tok Wang
-
DASFAA 2014
21-24 April 20
MaiterStore: A Hot-aware, High-Performance Key-Value
Store for Graph Processing
Dong Chang, Yanfeng Zhang, Ge Yu
Vertical Bit-Packing: Optimizing Operations on Bit-
Packed Vectors Leveraging SIMD Instructions
Martin Faust, Martin Grund, Tim Berning, David Schwalb, Hasso Plattner
Efficient Streaming Detection of Hidden Clusters in Big
Data Using Subspace Stream Clustering
Marwan Hassani, Thomas Seidl
A Comparison of systems to Large-Scale Data Access
Amin Mesmoudi, Mohand-Said Hacid
Workshop on Big Data Management and Analytics
BDMA Session 4
Monday 21 April 2014
15:30 - 17:00
Conference Room
Hong Bonghee
-
DASFAA 2014
Bali, Indonesia 21
Minimizing Explanations of Why-Not Questions
Chuanyu Zong, Bin Wang, Jing Sun, Xiaochun Yang
HadoopM: A Message-enabled Data Processing on
Large Clusters
Wei Pan, Zhanhuai Li, Bo Suo, Zhuo Wang
AntiqueData: A Proxy to Maintain Computational Trans-
parency in Cloud
Himel Dev, Mohammed Eunus Ali, Tanmoy Sen, Madhusudan Basak
Workshop on Data Management for
Emerging Network Infrastructure
DaMEN Session 2
Monday 21 April 2014
15:30 - 17:00
BPPS Room
Rui Chen
-
DASFAA 2014
21-24 April 22
A Kernel Density Method for Aggregating Boundary Col-
lision Data into Areal Units
Ge Cui, Xin Wang, Dae-Won Kwon
A Hybrid Scale-out Cloud-based Data Service for World-
wide Sensors
Tania Khalafbeigi, Chih-Yuan Huang, Steve Liang, Mea Wang
Integrated Indoor Positioning with Mobile Devices for
Location-based Service Applications
Bei Huang, Yang Gao
Workshop on Spatial Information Modeling,
Management and Mining
SIM3 Session 2
Monday 21 April 2014
15:30 - 17:00
Room 3.10
Jun Luo
-
DASFAA 2014
Bali, Indonesia 23
Workshop on Uncertain and Crowdsourced Data
UnCROWD Session 3
Monday 21 April 2014
15:30 - 17:00
Room 3.8
Pierre Senellart
Private Meeting
-
DASFAA 2014
21-24 April 24
Challenges for Dataset Search
Keynote
Tuesday 22 April 2014
09:30 - 10:30
Wantilan Plenary
Christian Jensen
David Maier, V.M. Megler, Kristin Tufte Ranked search of datasets has emerged as a need as shared scientific archives grow in size and variety. Our own investigations have shown that IR-style, feature-based relevance scoring can be an effective tool for data
David Maier
discovery in scientific archives. However, maintaining interactive response times as archives scale will be a challenge. We report here on our exploration of per-formance techniques for Data Near Here, a dataset search service. We present a sample of results evaluating filter-restart techniques in our system, including two variations, adaptive relaxation and contraction. We then outline further directions for research in this domain.
-
DASFAA 2014
Bali, Indonesia 25
New Challenges and Opportunities
for Database Research
Panel Discussion
Tuesday 22 April 2014
11:00 - 12:00
Wantilan Plenary
Xiaofang Zhou
Jianzhong Li Harbin Institute of Technology
China
Yoshiharu Ishikawa Nagoya University
Japan
David Maier Portland State University
USA
Pierre Senellart Télécom ParisTech
France
Xiaofang Zhou University of Queensland
Australia
-
DASFAA 2014
21-24 April 26
Online Indexing and Distributed Querying Model-View
Sensor Data in the Cloud
Tian Guo, Thanasis G. Papaioannou, Hao Zhuang, Karl Aberer
Discovery of Areas With Locally Maximal Confidence
from Location Data
Hiroya Inakoshi, Hiroaki Morikawa, Tatsuya Asai, Nobuhiro Yugami, Seishi Okamo-
to
Multi-way Theta-Join Based on CMD Storage Method
Lei Li, Hong Gao, Mingrui Zhu, Zhaonian Zou
MIGSOM: A SOM Algorithm for Large Scale Hyperlinked
Documents Inspired by Neuronal Migration
Kotaro Nakayama, Yutaka Matsuo
Big Data Management
Research Session 1
Tuesday 22 April 2014
13:30 - 15:00
Wantilan C
Sanjay Madria
-
DASFAA 2014
Bali, Indonesia 27
Scalable Numerical Queries by Algebraic Inequality
Transformations
Thanh Truong, Tore Risch
SAQR: An Efficient Scheme for Similarity-aware Query
Refinement
Abdullah Albarrak, Mohamed Sharaf, Xiaofang Zhou
Concurrent Execution of Mixed Enterprise Workloads on
In-Memory Databases
Johannes Wust, Martin Grund, Kai Hoewelmeyer, David Schwalb, Hasso Plattner
On Data Partitioning in Tree Structure Metric-Space In-
dexes
Rui Mao, Sheng Liu, Honglong Xu, Dian Zhang, Daniel Miranker
Indexing & Query Processing
Research Session 2
Tuesday 22 April 2014
13:30 - 15:00
Wantilan D
Byron Choi
-
DASFAA 2014
21-24 April 28
BigOP: Generating Comprehensive Big Data Workloads
as a Benchmarking Framework
Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang,
Xingzhen Chen, Lei Wang
A*DAX: A Platform for Cross-domain Data Linking, Shar-
ing and Analytics
Narayanan Amudha, Gim Guan Chua, Eric Siew Khuan Foo, Shen Tat Goh,
Shuqiao Guo, Paul Min Chim Lim, Mun-Thye Mak, Muhammad Cassim Mahmud
Munshi, See-Kiong Ng, Wee Siong Ng, Huayu Wu
Optimizing Database Load and Extract for Big Data Era
K.T. Sridhar, M.A. Sakkeer
Web Page Centered Communication System Based on
a Physical Property
Yuhki Shiraishi, Yukiko Kawai, Jianwei Zhang, Toyokazu Akiyama
Industrial Session 1
Industrial Session 1
Tuesday 22 April 2014
13:30 - 15:00
Wantilan A
Yoshiharu Ishikawa
-
DASFAA 2014
Bali, Indonesia 29
Graph Mining Approaches: From Main Memory to Map/Reduce
Tutorial 1
Tuesday 22 April 2014
13:30 - 15:00
Wantilan B
Sharma Chakravarthy
Practitioners and professionals requiring up-to-date in-formation on latest trends in newer forms of mining par-adigms and how to apply these techniques for various applications, such as dealing with very large graph sizes, partitioning techniques, graph query answering etc. will
Sharma Chakravarthy
benefit from this tutorial. The presenter has been working for over a decade on graph mining, scalability issues of graph mining, and its applications. Although graph mining itself has been around for a long while, it has come to the fore-front due to its ability to make a difference in such domains as fraud monitoring and more recently analyzing very large social networks. Conventional mining techniques do not lend themselves to some of these applications as they cannot represent inherent structural relationships and exploit them during mining. We will present several graph mining approaches that have been proposed in the literature and new ones that are being developed. Practitioners will benefit from the practical nature of the topics and find the solutions presented applicable to problems they have encountered. Researchers will benefit from the issues that need to be addressed in one of the hot areas currently being revolutionized by increasing amounts of information available using large computing farms.
-
DASFAA 2014
21-24 April 30
Improving Performance of Graph Similarity Join Using
Selected Substructures
Xiang Zhao, Chuan Xiao, Wenjie Zhang, Xuemin Lin, Jiuyang Tang
Linear Path Skyline Computation in Bicriteria Networks
Michael Shekelyan, Gregor Jossé, Matthias Schubert, Hans Peter-Kriegel
Label and Distance-Constraint Reachability Queries in
Uncertain Graphs
Minghan Chen, Yu Gu, Yubin Bao, Ge Yu
Privacy-Preserving Reachability Query Services
Shuxiang Yin, Zhe Fan, Peipei Yi, Byron Choi, Jianliang Xu, Shuigeng Zhou
Graph Data Management 1
Research Session 3
Tuesday 22 April 2014
15:30 - 17:00
Wantilan A
Sourav S. Bhowmick
-
DASFAA 2014
Bali, Indonesia 31
SKY R-Tree: an Index Structure for Distance-Based Top-
k Query
Yuya Sasaki, Wang-Chien Lee, Takahiro Hara, Shojiro Nishio
Causal Structure Discovery for Spatio-temporal Data
Victor W. Chu, Raymond K. Wong, Wei Liu, Fang Chen
Efficient Processing of Which-Edge Questions on Short-
est Path Queries
Petrie Wong, Duncan Yung, Ming Hay Luk, Eric Lo, Man-Lung Yiu, Kenny Q. Zhu
Reconciling Multiple Categorical Preferences with Dou-
ble Pareto-based Aggregation
Nikos Bikakis, Karim Benouaret, Dimitris Sacharidis
Spatio-temporal Data Management 1
Research Session 4
Tuesday 22 April 2014
15:30 - 17:00
Wantilan C
Thomas Kister
-
DASFAA 2014
21-24 April 32
CARIC-DA: Core Affinity with a Range Index for Cache-
conscious Data Access in a Multicore Environment
Fang Xi, Mishima Takeshi, Haruo Yokota
Approximating an Energy-Proportional DBMS by a Dy-
namic Cluster of Nodes
Daniel Schall, Theo Härder
APSkyline: Improved Skyline Computation for Multicore
Architectures
Stian Liknes, Akrivi Vlachou, Christos Doulkeridis, Kjetil Nørvåg
Database for Emerging Hardware
Research Session 5
Tuesday 22 April 2014
15:30 - 17:00
Wantilan D
Sharma Chakravarthy
-
DASFAA 2014
Bali, Indonesia 33
Crowdsourced Algorithms in Data Management
Tutorial 2
Tuesday 22 April 2014
15:30 - 17:00
Wantilan B
Dongwon Lee
As a novel computation paradigm, crowdsourcing is be-ing actively pursued in diverse academic disciplines. Within computer science, many sub-fields have em-braced the concept of crowdsourcing with open arms and applied the concept to solve diverse challenging
Dongwon Lee
problems. Database community is no exception to this phenomenon and there have been many exciting new results using crowdsourcing appearing in recent database literature. This tutorial in particular seeks to cover state-of-the-art crowdsourced algorithms in data management. After gentle introduction on the concept of crowdsourcing, this tutorial provides the overall landscape of crowdsourced database research, with the focus on the latest crowdsourced algorithms that extend conventional database algorithms (e.g., count, sort, match, and search).
-
DASFAA 2014
21-24 April 34
10 Year Best Paper
Repair Diversification for Functional Dependency
Violations
Chu He, Zijing Tan, Qing Chen, Chaofeng Sha, Zhihui Wang, Wei Wang
Incremental Quality Inference in Crowdsourcing
Jianhong Feng, Guoliang Li, Henan Wang, Jianhua Feng
ρ-uncertainty Anonymization by Partial Suppression Xiao Jia, Chao Pan, Xinhui Xu, Kenny Q. Zhu, Eric Lo
Wednesday 23 April 2014
9:30 - 10:30
Wantilan Plenary
Kyu-Young Whang
Secure Computation on Outsourced Data:
A 10-year Retrospective
Hakan Hacıgümüş, Bala Iyer, and Sharad Mehrotra
This presentation outlines the “behind the scene” story of how we wrote the DASFAA 2004 paper on secure computation on outsourced data to support SQL aggregation queries. We then describe some of the research we have done fol-lowing the paper.
Wednesday 23 April 2014
11:00 - 12:00
Wantilan Plenary
Christian Jensen
Best Paper Nominees
-
DASFAA 2014
Bali, Indonesia 35
Greedy Filtering: A Scalable Algorithm for K-Nearest
Neighbor Graph Construction
Youngki Park, Sungchan Park, Sang-goo Lee, Woosung Jung
On Mining Proportional Fault-Tolerant Frequent Itemsets
Shengxin Liu, Chung Keung Poon
An Efficient k-means Clustering Algorithm on MapRe-
duce
Qiuhong Li, Peng Wang, Wei Wang, Hao Hu, Zhongsheng Li, Junxian Li
Efficient Mining of Density-aware Distinguishing Sequen-
tial Patterns with Gap Constraints
Xianming Wang, Lei Duan, Guozhu Dong, Zhonghua Yu, Changjie Tang
Data Mining 1
Research Session 6
Wednesday 23 April 2014
13:30 - 15:00
Wantilan A
Wu Huayu
-
DASFAA 2014
21-24 April 36
Identifying Top k Dominating Objects over Uncertain Da-
ta
Liming Zhan, Ying Zhang, Wenjie Zhang, Xuemin Lin
Probabilistic Reverse Top-k Queries
Cheqing Jin, Rong Zhang, Qiangqiang Kang, Zhao Zhang, Aoying Zhou
Monitoring Probabilistic Threshold SUM Query Pro-
cessing in Uncertain Streams
Nina Hubig, Andreas Züfle, Tobias Emrich, Matthias Renz, Mario A. Nascimento,
Hans Peter-Kriegel
Efficient Processing of Probabilistic Group Nearest
Neighbor Query on Uncertain Data
Jiajia Li, Botao Wang, Guoren Wang, Xin Bi
Probabilistic & Uncertain Data Management
Research Session 7
Wednesday 23 April 2014
13:30 - 15:00
Wantilan C
Pierre Senellart
-
DASFAA 2014
Bali, Indonesia 37
Popularity Tendency Analysis of Ranking-oriented Col-
laborative Filtering from the Perspective of Loss Func-
tion
Xudong Mao, Qing Li, Haoran Xie, Yanghui Rao
CLUSM: An Unsupervised Model for Microblog Senti-
ment Analysis Incorporating Link Information
Gaoyan Ou, Wei Chen, Binyang Li, Tengjiao Wang, Dongqing Yang, Kam-Fai
Wong
Location Oriented Phrase Detection in Microblogs
Saeid Hosseini, Sayan Unankard, Xiaofang Zhou, Shazia Sadiq
Web & Social Data Management 1
Research Session 8
Wednesday 23 April 2014
13:30 - 15:00
Wantilan D
Li Guoliang
-
DASFAA 2014
21-24 April 38
Similarity-based analytics for trajectory data: theory,
algorithms and applications
Tutorial 3
Wednesday 23 April 2014
13:30 - 15:00
Wantilan B
Kai Zheng
The prevalence of GPS sensors and mobile devices has enabled tracking the movements of almost any kind of moving objects such as vehicles, humans and animals. As a result, in the past decade we have witnessed unprece-dented increase of trajectory data both in volume and
Kai Zheng
variety. With some attributes such as variable lengths, uncontrolled quality, high redundancy and uncertainty and so on, trajectory data challenge the traditional methodologies and practices in many research areas including data storage and indexing, data mining and analytics, information retrieve, etc. Trajectory data management has been attracting numerous research interests from both aca-demia and industry due to its tremendous value and benefits in a variety of criti-cal applications like traffic analysis, fleet management, trip planning, location-based recommendation, etc. In this tutorial, we will talk about the challenges, techniques and open problems with the focus on similarity-based analytics, the foundation of trajectory management, and covering a range of topics from fun-damental theory, algorithms to advanced applications.
-
DASFAA 2014
Bali, Indonesia 39
Ensemble Pruning: A Submodular Function Maximiza-
tion Perspective
Chaofeng Sha, Keqiang Wang, Xiaoling Wang, Aoying Zhou
Identify and Trace Criminal Suspects in the Crowd Aided
by Fast Trajectory Retrieval
Jianming Lv, Haibiao Lin, Can Yang, Zhiwen Yu, Yinghong Chen, Miaoyi Deng
Multi-Output Regression with Tag Correlation Analysis
for Effective Image Tagging
Hongyun Cai, Zi Huang, Xiaofeng Zhu, Qing Zhang, Xuefei Li
The Ranking Based Constrained Document Clustering
Method and its Application to Social Event Detection
Taufik Sutanto, Richi Nayak
Data Mining 2
Research Session 9
Wednesday 23 April 2014
15:30 - 17:00
Wantilan A
Uday Kiran
-
DASFAA 2014
21-24 April 40
A Skylining Approach to Optimize Influence and Cost in
Location Selection
Juwei Shi, Hua Lu, Jiaheng Lu, Chengxuan Liao
Geo-Social Skyline Queries
Tobias Emrich, Maximilian Franzke, Nikos Mamoulis, Matthias Renz, Andreas Züfle
Reverse-Nearest Neighbor Queries on Uncertain Moving
Object Trajectories
Tobias Emrich, Hans Peter-Kriegel, Nikos Mamoulis, Johannes Niedermayer, Mat-
thias Renz, Andreas Züfle
Selectivity Estimation of Reverse k-Nearest Neighbor
Queries
Michael Steinke, Johannes Niedermayer, Peer Kröger
Spatio-temporal Data Management 2
Research Session 10
Wednesday 23 April 2014
15:30 - 17:00
Wantilan C
Nikos Bikakis
-
DASFAA 2014
Bali, Indonesia 41
TaxiHailer: A Situation-Specific Taxi Pick-up Points Rec-
ommendation System
Leyi Song, Chengyu Wang, Xiaoyi Duan, Bing Xiao, Xiao Liu, Rong Zhang,
Xiaofeng He, Xueqing Gong
Camel: A Journey Group T-Pattern Mining System
based on Instagram Trajectory Data
Yaxin Yu, Xudong Huang, Xinhua Zhu, Guoren Wang
Harbinger: An Analyzing and Predicting System for
Online Social Network Users' Behavior
Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao
Cloud-Scale Transaction Processing with ParaDB Sys-
tem: A Demonstration
Xiaoyan Guo, Yu Cao, Baoyao Zhou, Dong Xiang, Liyuan Zhao
BSMA-Gen: A Parallel Synthetic Data Generator for So-
cial Media Timeline Structures
Chengcheng Yu, Fan Xia, Qunyan Zhang, Haixin Ma, Weining Qian, Minqi Zhou,
Cheqing Jin, Aoying Zhou
A Mobile Log Data Analysis System Based on Multidi-
mensional Data Visualization
Ting Liang, Yu Cao, Min Zhu, Baoyao Zhou, Mingzhao Li, Qihong Gan
Demonstrations
Demonstrations
Wednesday 23 April 2014
15:30 - 17:00
Wantilan B
-
DASFAA 2014
21-24 April 42
Efficient Sampling Methods for Shortest Path Query over
Uncertain Graphs
Yurong Cheng, Ye Yuan, Guoren Wang, Baiyou Qiao, Zhiqiong Wang
Exploiting Transitive Similarity and Temporal Dynamics
for Similarity Search in Heterogeneous Information Net-
works
Jiazhen He, James Bailey, Rui Zhang
Top-k Similarity Matching in Large Graphs with Attrib-
utes
Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin
On Perspective-Aware Top-k Similarity Search in Multi-
Relational Networks
Yinglong Zhang, Cuiping Li, Hong Chen, Likun Sheng
Graph Data Management 2
Research Session 11
Thursday 24 April 2014
09:00 - 10:30
Wantilan B
Jiaheng Lu
-
DASFAA 2014
Bali, Indonesia 43
Access Control for Data Integration in Presence of Data
Dependencies
Mehdi Haddad, Jovan Stevovic, Annamaria Chiasera, Yannis Velegrakis, Mohand-
Saïd Hacid
Thwarting Passive Privacy Attacks in Collaborative Filter-
ing
Rui Chen, Min Xie, Laks V.S. Lakshmanan
Privacy-Preserving Schema Reuse
Nguyen Quoc Viet Hung, Do Son Thanh, Nguyen Thanh Tam, Karl Aberer
Security, privacy & trust
Research Session 12
Thursday 24 April 2014
09:00 - 10:30
Wantilan A
Wilfred Ng
-
DASFAA 2014
21-24 April 44
Any Suggestions? Active Schema Support for Structur-
ing Web Information
Silviu Homoceanu, Felix Geilert, Christian Pek, Wolf-Tilo Balke
Novel Community Recommendation based on a User-
Community Total Relation
Qian Yu, Zhiyong Peng, Liang Hong, Bin Liu, Haiping Peng
User Interaction Based Community Detection in Online
Social Networks
Himel Dev, Mohammed Eunus Ali, Tanzima Hashem
Web & Social Data Management 2
Research Session 13
Thursday 24 April 2014
09:00 - 10:30
Wantilan C
Andreas Züfle
-
DASFAA 2014
Bali, Indonesia 45
Object Semantics for XML Keyword Search
Thuy Ngoc Le, Tok Wang Ling, H. V. Jagadish, Jiaheng Lu
Large-scale Similarity Join with Edit-distance Constraints
Chen Lin, Haiyang Yu, Wei Weng, Xianmang He
Topical Presentation of Search Results on Database
Hao Hu, Mingxi Zhang, Zhenying He, Peng Wang, Wei Wang, Chengfei Liu
An Efficient Approach for Mining Top-k High Utility Spe-
cialized Query Expansions on Social Tagging Systems
Jia-Ling Koh, I-Chih Chiu
Keyword Search
Research Session 14
Thursday 24 April 2014
11:00 - 12:30
Wantilan A
Theo Härder
-
DASFAA 2014
21-24 April 46
Novel Techniques to Reduce Search Space in Periodic-
Frequent Pattern Mining
R. Uday Kiran, Masaru Kitsuregawa
Inferring Road Type in Crowdsourced Map Services
Ye Ding, Jiangchuan Zheng, Haoyu Tan, Wuman Luo, Lionel M. Ni
Rights Protection for Trajectory Streams
Mingliang Yue, Zhiyong Peng, Kai Zheng, Yuwei Peng
Efficient Detection of Emergency Event from Moving Ob-
ject Data Streams
Limin Guo, Guangyan Huang, Zhiming Ding
Data Stream Management
Research Session 15
Thursday 24 April 2014
11:00 - 12:30
Wantilan C
Xiang Zhao
-
DASFAA 2014
Bali, Indonesia 47
ADI: Towards a Framework of App Developer Inspection
Kai Xing, Di Jiang, Wilfred Ng, Xiaotian Hao
Cost Reduction for Web-based Data Imputation
Zhixu Li, Shuo Shang, Qing Xie, Xiangliang Zhang
Rating Propagation in Web Services Reputation Sys-
tems: A Fast Shapley Value Approach
An Liu, Qing Li, Xiaofang Zhou, Lu Li, Guanfeng Liu, Yunjun Gao
Web & Social Data Management 3
Research Session 16
Thursday 24 April 2014
11:00 - 12:30
Wantilan D
Curtis Dyreson
-
DASFAA 2014
21-24 April 48
TaxiHailer: A Situation-Specific Taxi Pick-up Points Rec-
ommendation System
Leyi Song, Chengyu Wang, Xiaoyi Duan, Bing Xiao, Xiao Liu, Rong Zhang,
Xiaofeng He, Xueqing Gong
Camel: A Journey Group T-Pattern Mining System
based on Instagram Trajectory Data
Yaxin Yu, Xudong Huang, Xinhua Zhu, Guoren Wang
Harbinger: An Analyzing and Predicting System for
Online Social Network Users' Behavior
Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao
Cloud-Scale Transaction Processing with ParaDB Sys-
tem: A Demonstration
Xiaoyan Guo, Yu Cao, Baoyao Zhou, Dong Xiang, Liyuan Zhao
BSMA-Gen: A Parallel Synthetic Data Generator for So-
cial Media Timeline Structures
Chengcheng Yu, Fan Xia, Qunyan Zhang, Haixin Ma, Weining Qian, Minqi Zhou,
Cheqing Jin, Aoying Zhou
A Mobile Log Data Analysis System Based on Multidi-
mensional Data Visualization
Ting Liang, Yu Cao, Min Zhu, Baoyao Zhou, Mingzhao Li, Qihong Gan
Demonstrations
Demonstrations
Thursday 24 April 2014
11:00 - 12:30
Wantilan B
-
DASFAA 2014
Bali, Indonesia 49
Big Data is Set to Become the Game Changer
Lecture 1
Thursday 24 April 2014
13.30 - 14.30
Wantilan Plenary
Imelda Muti, IBM
Defining Big Data. Big Data as a new business concept - new values and opportunities for a number of stakeholders, Big Data as a new technology concept - we need to combine internal and external data, utilized and under-utilized data, struc-
Imelda Muti, IBM
tured and unstructured data … and cross-link organization knowledge & data silos. Big data embodies new data characteristics created by today’s digitized marketplace. Big Data as a Macro-Trend and the State-of-the-Art. Big Data Analytics has evolved from business initiative to business imperative. There are five key findings highlight how organizations are moving forward with big data. Customer analytics are driving Big Data initiatives. The business impact of the Big Data & Deep Dive on selected Big Data Experienc-es. What can you do with Big Data? What can Big Data do in Financial Services, Transportation, Health & Life Sciences, Telecommunications, Utilities, IT, Retails, and Law Enforcement? This lecture will share the business impact of the Big Data & Deep Dive on selected Big Data Experiences in some industries. A Big Data IT Perspective. From an IT perspective leveraging Big Data and Big Data Analytics requires multi-ple platform capabilities. The IBM approach is to provide a complete platform to support this evolution. This lecture will also share the IBM perspective of build-ing a big data platform with some of the IBM solution.
-
DASFAA 2014
21-24 April 50
Searching the Social Web
Lecture 2
Thursday 24 April 2014
14.30 - 15.30
Wantilan Plenary
Bogdan Cautis, University of Paris-Sud
This presentation will give of overview of interesting, challenging and practical problems involving social net-works and the Web, focusing on answering user infor-mation needs in search and recommendation scenarios.
Bogdan Cautis, Uni-versity of Paris-Sud
-
DASFAA 2014
Bali, Indonesia 51
Web Security
Lecture 3
Thursday 24 April 2014
16.00 - 17.00
Wantilan Plenary
Pierre Senellart, Télécom ParisTech
Pierre Senellart, Télé-com ParisTech
-
DASFAA 2014
21-24 April 52
Concert
Nyoman Jaya and his troupe only per-form for traditional ceremonies and, since 1972, in front of connoisseurs in the best concert halls around the world, Carnegie Hall, Salle Pleyel
etc. Exceptionally the Sebatu Game-lan under the direction of the "Karajan of
Bali", as the international specialized press calls him, presents its music and dance to the DASFAA 2014 delegates.
An Exceptional Concert on 22 April 18:00-19:00, at Sanur Beach Hotel Open Air Theater.
Get a taste of it now:
-
DASFAA 2014
Bali, Indonesia 53
Notes
-
DASFAA 2014
21-24 April 54
-
DASFAA 2014
Bali, Indonesia 55
Useful Contacts
Conference Venue
Aerowisata Sanur Beach Hotel
Jl. Cemara
Sanur, Bali, Indonesia 80228
Telephone: +62 361 288011
Workshop Venue
Udayana Sudirman Campus
Gedung Program Pascasarjana
Universitas Udayana
Jl. PB. Sudirman, Denpasar, Bali, 80113
Telephone: +62 361 223797
Taxi
Bali Taksi/Blue Bird:
+62 361 701111
Emergency
Police: 110
Tourist Police:
+62 361 754599 or +62 361 763753.
Sanur Police Station:
Jl By Pass Ngurah Rai. +62 361 288597.
English speaking medical centers
Bali International Medical Centre (BIMC):
Jl By Pass Ngurah Rai 100 X, Kuta. +62 361 761263.
Surya Husadha:
Jl Danau Buyan 47, Sanur. +62 361 285236.
SOS:
Jl By Pass Ngurah Rai 505X, Kuta. +62 361 710505.
-
DASFAA 2014 is managed by the International Organization for Information Integration and Web-based Applications & Services
(Masyarakat Integrasi Informasi dan Aplikasi dan Jasa Berbasis Web)
Editor & Designer Tobias Bertelsen