Schedules

The Second International Worksh op on Emergency Management in Big Data Age

The First International Workshop on data management for next-generation location-based services

Greater China Database Research Summit (GCDRS 2014)
Session Chair: Professor Weiyi Meng
This summit is to provide a platform for leading database researchers from Mainland China, Taiwan, Hong Kong and Macau to discuss challenges and opportunities in Big Data research and applications.
The main summit activities consist of a panel on “Challenges and Opportunities in Big Data Research and Applications” and group discussion

The Second International Worksh op on Emergency Management in Big Data Age

The Second International Workshop on Big Data Management on Emerging Hardware

1st International Workshop on Human Aspects of Making Recommendations in Social Ubiquitous Networking Environments

The first of international Workshop on Big Data Systems and Services

Our welcome reception is located at the 4th floor of Macau Tower.

Home Page: https://www.macautower.com.mo/en/home/index.html

Session chair: Zhiguo Gong, University of Macau

Lecturer: Amr El Abbadi, Professor, University of California at Santa Barbara.

Title: Big Data Challenges: From Scalable Fault-tolerant Data Management to On-Line Social Media Applications

Abstract: Data is everywhere, and is being used in all sorts of ways to derive valuable information. Data is being generated, stored, managed and analyzed all around us at unprecedented rates. This data has huge VOLUME, arrives at a very high VELOCITY and comes in a VARIETY of different forms and shapes. In fact, big data applications have become indispensable in as diverse fields as physics, political science, commerce, social science and geographic applications. The 3 “V”s (Volume, Velocity and Variety) have caused fundamental challenges to the ways traditional data management systems are designed and implemented as well as how data is consumed and analyzed. They have also given rise to the era of large globally dispersed data centers. In this talk, we will provide an overview of some of the basic principles of Big Data, and will explore the volume challenges they pose to traditional data management systems. We will then discuss some of the velocity research challenges that big data present in large Social media, especially to understand, manage and analyze the diffusion of information in diverse settings.

Session chair: Seung-won Hwang, POSTECH

Lecturer: Nan Zhang, Professor, George Washington University

Title: Big Data in the Deep Web: Exploration, Mining and Privacy Preservation

Abstract: Big Data in the Deep Web: Exploration, Mining and Privacy Preservation

Session chair: Feifei Li, University of Utah

Session chair: Jian Pei, Simon Fraser University

Lecturer: Jiawei Han, Professor, University of Illinois at Urbana-Champaign.

Title: Construction and Mining of Heterogeneous Information Networks: Will This Be a Key to Web-Aged Information Management and Mining?

Abstract: For Web-aged information management, massive amounts of data are unstructured, noisy, untrustworthy, but are interconnected, forming gigantic, interconnected information networks. By structuring such unstructured data into multiple types, such networks become semi-structured heterogeneous information networks. Most real world applications that handle big data, including interconnected social media and social networks, medical information systems, online e-commerce systems, or Web-based database systems, can be structured into typed, heterogeneous social and information networks. For example, in a medical care network, objects of multiple types, such as patients, doctors, diseases, medication, and links such as visits, diagnosis, and treatments are intertwined together, providing rich information and forming heterogeneous information networks. Effective analysis of large-scale heterogeneous information networks poses an interesting but critical challenge.

Research Session 1 - Advanced database and Web applications

Session chair: Xiaohui Yu, Shandong University

Detecting of PIU Behaviors based on Discovered Generators and Emerging Patterns from Computer-Mediated Interaction Events
Yaxin Yu (Northeastern University, China) Ke Yan (Northeastern University) Xinhua Zhu (University of Technology, Sydney, Australia) guoren Wang (Northeastern University, China)

Sarcasm Detection in Social Media Based on Imbalanced Classification
Peng Liu (Peking University) Wei Chen (Peking University) Gaoyan Ou (Peking University) Tengjiao Wang (Peking University) Dongqing Yang (Peking University) Kai Lei (Peking University)

A Distributed Quorum System for Ensuring Bounded Staleness of Key-Value Stores
Hiroshi Horii (IBM) Miki Enoki (IBM) Tamiya Onodera (IBM Research)

Accuracy Estimation of Link-based Similarity Measures and Its Application
Yinglong Zhang (Ruc)

Research Session 4 - Data mining

Session chair: Ping Luo, Institute of Computing Technology, CAS

Context-dependent Sentiment Classification Using Antonym Pairs and Double Expansion
Zhifei Zhang (Tongji Univ.) Duoqian Miao (Tongji University) Bo Yuan (Tsinghua University)

AdaMF:Adaptive Boosting Matrix Factorization for Recommender System
Yanghao Wang (Beihang University) Hailong Sun (Beihang) Richong Zhang (Beihang)

Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos
Wen Qu (Northeastern University) Yifei Zhang () Shi Feng () Daling Wang () yu ge ()

Parallel Mining of OWL 2 EL Ontology from Linked Data
Huiying Li (Southeast University) Qiang Sima ()

Research 2 - Cloud computing

Session chair: Yue Wang, Central University of Finance and Economics

BF-Matrix: A Secondary Index for the Cloud Storage
Xu Cheng (Peking university) Hongyan Li () Yue Wang () Tengjiao Wang (Peking University) Dongqing Yang (Peking University)

Tenant-Oriented Composite Authentication Tree for Data Integrity Protection in SaaS
Lin Li (Shandong University) Qingzhong Li (Shandong University) Lanju Kong (Shandong University) Yuliang Shi ()

Online Community Transition Detection
Biying Tan (Singapore Management Universit) Feida Zhu (Singapore Management University) Qiang Qu () Siyung Liu ()

Highly Efficient Indexing for Privacy-Preserving Multi-keyword Query over Encrypted Cloud Data
Fangquan Cheng (Wuhan University) Qian Wang () Qianwen Zhang () Zhiyong Peng (Wuhan University, China)

Research Session 5 - Data Quality

Session chair: Cuiping Li, Renmin University

Top-k Spatio-Textual Similarity Search
Sitong Liu (Tsinghua University) Yaping Chu (Tsinghua University) Huiqi Hu () Jianhua Feng () xuan Zhu ()

Time Series Classification using Multi-Channels Deep Convolutional Neural Networks
Yi Zheng (USTC) Qi Liu (University of Science and Technology of China) Enhong Chen (University of Science and Technology of China) Yong Ge (The University of North Carolina at Charlotte) Leon Zhao (CityU of Hong Kong)

Detecting Errors in Numeric Attributes
Wenfei Fan (University of Edinburgh) Grace Fan (Conestoga High School) Floris Geerts (University of Antwerp)

ITCI:An Information Theory Based Classification Algorithm for Incomplete Data
Chen Yicheng (Harbin Institute of Technology) Jianzhong Li () Jizhou Luo (Harbin Institue of Technology, China)

Research Session 3 -Data management on new hardware

Session chair: Hongzhi Wang, Harbin Institute of Technology

A Generic Approach for Bulk Loading Trie-based Index Structures on External Storage
Dongzhe Ma (Tsinghua University) Jianhua Feng ()

SSD-Aware Temporary Data Management Policy for Improving Query Performance
Zhiliang Guo (Renmin University of China) jiangtao Wang () Chunling Wang (Renming University of China) Xiaofeng Meng (Renmin University of China)

Load-Balanced Breadth-First Search on GPUs
Zhe Zhu (HUST, China) Jianjun Li () Guohui Li (Huazhong University of Science and Technology, China)

A query approach of supporting variable physical window in large-scale smart grid
Yan Wang (Northeastern University)

Research Session 6 –Social Network

Session chair: Feida Zhu, Singapore Management University

A Comparison Study: How Do People Communicate Through Different Social Connections?
Keke Cai (IBM)

Theme-aware Social Strength Inference from Spatiotemporal Data Zhou
Ningnan (Renmin University of China) Zhang Xiao (Renmin University of China) Wang Shan (Renmin University of China)

An Efficient Influence Maximization Algorithm to Discover Influential Users in Micro-blog
Qian Ma (Shandong University) Jun Ma ()

Efficient Diverse Rank of Hot-Topics-Discussion on Social Network
Tao Zhu (Ecnu) yuming Lin () Ji Cheng (East China Normal University) Xiaoling Wang (ECNU)

Short Paper Session

Session chair: Seung-won Hwang, POSTECH

Faster MaxScore Document Retrieval with Aggressive Processing
Kun Jiang (National University of Defense)

Improving Recommendations with Collaborative Factors
Penghua Yu (Zhejiang University) Lanfen Lin (Zhejiang University) Feng Wang () Jing Wang () Meng Wang ()

Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation
Yu Xiong (Northeastern University) Daling Wang () Yifei Zhang () Shi Feng () Guoren Wang ()

Holistic Subgraph Search Over Large Graphs
Peng Peng (Peking University) Lei Zou (Peking University) Dong Wang (Peking University) Dongyan Zhao (Peking University)

A Proactive Complex Event Processing Method based on Parallel Markov Decision Processes
Yongheng Wang (Hunan University) Kening Cao ()

Exploring the Intervention Problem with the Networked Poisson Process in a Real Heterogeneous Social Network
Yue Wang (Department of CS, CUFE)

Real-Time Predicting Bursting Hashtags on Twitter
Shoubin Kong (Tsinghua University) Qiaozhu Mei (University of Michigan) Ling Feng (Tsinghua University) Zhe Zhao (University of Michigan)

Fast Approximation of Shortest Path on Dynamic Information Networks
Junting Jin (Renmin University of China) Xiaowei Shi () Cuiping Li () Hong Chen (Renmin University of China)

Characterizing Tweeting Behaviors of Sina Weibo Users via Public Data Streaming
kai Zhang (Peking University) Qian Yu (Peking University) Kai Lei (Peking University) Kuai Xu (ASU)

Density-based Local Outlier Detection on Uncertain Data
Keyan Cao (Northeastern University) Lingxu Shi () guoren Wang (Northeastern University, China) Donghong Han (Northeastern University) MEi Bai (Northeastern University)

Leveraging Attributes and Crowdsourcing for Join
Jianhong Feng (Tsinghua) Jianhua Feng () Huiqi Hu ()

A Novel Index Structure for Multi-Key Search
Chuan Shi (BUPT) Dongyu Wei ()

Comments-oriented Summarization in Blogsphere Using a Two-stage Sentence Similarity Measure
Li Hongjie (Peking university Lifu Huang (Peking University) Qifeng Fan (Peking University) Lian'en Huang (Peking University)

Centroid-based Classification of Categorical Data
Lifei Chen (Fujian Normal University) Gongde Guo ()

Truth discovery based on Crowdsourcing
Chen Ye (Harbin Institue of Technology, China) Hongzhi Wang (Harbin Institue of Technology, China)

Continuous Temporal top-k Query over Versioned Documents
Chao Lan (Tsinghua University) Yong Zhang (Tsinghua University) Xing Chuncxiao () Chao Li (Tsinghua University)

Evolutionary Personalized Hashtag Recommendation
Jianjun Yu (CNIC, CAS) YI Shen ()

ChronoSAGE: Diversifying Topic Modeling Chronologically
Tomonari Masada (Nagasaki University) Atsuhiro Takasu ()

Encoding Document Semantic into Binary Codes Space
Zheng Yu (East China Normal University) Xiang Zhao (NUDT) Liping Wang ()

A Query Suggestion Interface with Features of Queries and Search Results
Shuhei Shogen (Kyoto University) Takehiro Yamamoto (Kyoto University) Katsumi Tanaka (Kyoto University)

A Cluster Based Schema Design for Multi-Tenant Database
Jiacai Ni (Tsinghua University) Jianhua Feng ()

Tracking topics on revision graphs of Wikipedia edit history
Bonan Li (Waseda University) Jianmin Wu (Waseda University) Mizuho Iwaihara (Waseda University)

Popularity Prediction of Burst Event in Microblogging
Xiaoming Zhang (Beihang University) Zhoujun Li (Beihag Univrsity)

Identifying Gender of Microblog Users Based on Message Mining
Faliang Huang (Fujian Normal University)

ExNa: An Efficient Search Pattern for Search Engines
Xiao Wei (Shanghai University) Qing Li () Xiangfeng Luo (shanghai university) Jun Zhang (Shanghai University)

A Correlation-based Semantic Model for Text Search
Jing Sun (Northeastern University, China) Bin Wang (Northeastern University) Xiaochun Yang (Northeast University, China)

PathSimExt: Revisiting PathSim in Heterogeneous Information Networks
Leong Hou Ryan (Macau University) Kun Yao () Hoi Fong Mak (University of Macau)

Finding Relatedness between Research Papers using Similarity and Dissimilarity Scores
Qamar Mahmood (Mohammad Ali Jinnah University) Muhammad Abdul Qadir (Mohammad Ali Jinnah University, Islamabad) Mohammad Tanvir Afzal (Mohammad Ali Jinnah University, Islamabad)

A Novel Knowledge Network Framework for Financial News Navigation
Lili Zhou (USTC) Hanchao Wang (USTC) Lei Zhang (USTC) Enhong Chen (University of Science and Technology of China)* Jun Chen ()

Trust prediction with temporal dynamics
Guoyong Cai (GUET)

From Trajectories to Path Network: An Endpoints-Based GPS Trajectory Partition and Clustering Framework
Hua Yuan (University of Electronic Science and Technology of China) Yu Qian (University of Electronic Science and Technology of China) Baojun Ma (Beijing University of Posts and Telecommunications) Qiang Wei (Tsinghua University, China)

Efficient Graph Similarity Join with Scalable Prefix-Filtering Using MapReduce
Jun Pang (

Industry Session 1

Session chair: Shimin Chen, Chinese Academy of Sciences

Lecturer: Shin-Min Liu, Director, IoT Lab of Intel Labs China

Invited Talk: End-to-End Internet of Things Solutions and Architecture

Abstract: This talk covers research studies conducted in the China-Intel IoT Joint Labs. Our research objective is to solve problems with attributes specific to China. Using vertically integrated IoT solutions to explore interaction issues across the sensors/actuators/edge servers in the front end, the connectivity components, the data storage / data analytics engines in the backend, and the application interface for software solution/smart services. We would like to deliver the reference design for a few IoT solutions.

Achieving Time-Dependent Hot Path from GPS Trajectories
Yijiao Chen, Fudan University; Kaixi Yang, ; Hao Hu, Fudan University; Weiwei Sun, Fudan University, China

Finding Vacant Taxis Using Large Scale GPS Traces
Zhen Qiu, Peking University; Hongyan Li, ; Shenda Hong, ; Yiyong Lin, ; Nana Fan, ; Gaoyan Ou, Peking University; Tengjiao Wang, Peking University

Logo Detection and Recognition Based on Classification
Yifei Zhang, ; Daling Wang,

Our banquet is located at Grand Ballroom III & IV, Grand Hyatt Macau.

Host: Zhiguo Gong
Speech: Wei Zhao

Home Page: https://www.cityofdreamsmacau.com/hotels/grand-hyatt/overview

Session chair: Jian Pei, Simon Fraser University

Lecturer: Yufei Tao, Professor, The Chinese University of Hong Kong

Title: Skylines: Query Sampling: Rejuvenated

Abstract: Query sampling -- a classic technique in database systems -- aims to report only a sample set of all the objects qualifying a query condition. In this talk, we will re-visit this technique in the big data context, and endow it with a new feature: independence, namely, the sample set returned for a query should be independent from the sample sets of all the previous queries. We will discuss new data structures to support this form of query sampling with excellent theoretical performance guarantees.

Session chair: Seung-won Hwang, POSTECH

Lecturer: Ricky Sun, CTO, EMC China

Title:A New Approach to Big Data

Abstract: Because of the 3-V characteristics of Big Data (volume, variety and velocity), traditional architectures and approaches are not suitable for Big Data. In addition, many organizations find it difficult to determine how and where Big Data can help them transform their business. How do they identify the business areas where Big Data can make the most impact? What data sources do they need? How do they ensure they design architectures that are compatible with their existing environment? These challenges require a new approach, which consists of: a scale-out and flexible storage and compute platform, an analytics environment that can support all data types, a collaborative environment for the data science team, a way to develop Big Data applications quickly, and trusted advisors and experienced architects. This talk covers a comprehensive Big Data solution that includes scale-out storage, a unified analytics platform, a business process-modelling tool and application development services. These technologies, along with data science, consulting and education services, enable organizations to use their Big Data to achieve new levels of efficiency, agility, and innovation.

Session chair: Zhiguo Gong, University of Macau

Lecturer: Gao Cong, Assistant Professor, Nanyang Technological University

Title: Data Management and Analytics for Geo-textual Data from Social Media Feeds.

Abstract: Massive amount of geo-textual data are being generated at an unprecedented scale from social media websites. Example user generated geo-textual content includes geo-tagged micro-blogs, photos with both tags and geo-locations in social photo sharing websites, as well as points of interest (POIs) and check-in information on places in location-based social networks. This talk presents recent results on querying and mining Geo-textual Data from Social Media Feeds by the speaker and his colleagues. The talk will cover indexing and querying geo-textual data, POI recommendations, and mining user mobility behaviors from geo-textual data.

Session chair: Chair: Xiaofeng Meng, Renmin University

Lecturer: Jian Li, Assistant Professor, Tsinghua University

Title: Multi-armed bandit problems and applications

Abstract: I will give a brief introduction to the multi-armed bandit problem and some of it variants, and some of their applications in databases, crowdsourcing and information retrieval.

Research Session 7 - Information extraction

Session chair: Changxuan Wan, Jiangxi University of Finance and Economics

Chinese Evaluation Phrase Extraction Based on Cascaded Model
Yashen Wang (Beijing Institute of Technolog) Chong Feng (Beijing Institute of Technology) Quanchao Liu (Beijing Institute of Technology) Heyan Huang (Beijing Institute of Technology)

Discovering Informative Contents of Web pages
Qifeng Fan (Peking University) Chunwei Yan (Peking University) Lifu Huang (Peking University) Lian'en Huang (Peking University)

Distributed Entity Resolution based on Similarity Join for Large-Scale Data Clustering
Tiezheng Nie (Northeastern University China)

Optimizing Top-k Retrieval: Submodularity Analysis and Search Strategies
Chaofeng Sha (Fudan University) Keqiang Wang (ECNU) Dell Zhang (Birkbeck, University of London) Xiaoling Wang (ECNU) Aoying Zhou (East China Normal Univ)

Research Session 10- Query processing and optimization

Session chair: Huiqi Hu, Tsinghua University

Finding Photo Sets of Events by Minimizing Misrecognition from Neighbor Events
Bei Liu (Kyoto University) Makoto Kato (Kyoto University) Katsumi Tanaka (Kyoto University)


TraPath: Fast Regular Path Query Evaluation on Large-Scale RDF Graphs
Xin Wang (Tianjin University) Guozheng Rao () Longxiang Jiang () Xuedong Lyu () Yajun Yang (Tianjin University) Zhiyong Feng ()

Edges Protection in Multiple Releases of Social Network Data
Liangwen Yu (Peking University) Zhenggang Wu () Jiawei Zhu () Jianbin Hu () Zhong Chen ()

Organizing Sightseeing Tweets Based on Content Relatedness and Sharability
Qiang Ma (Kyoto University) Keisuke Hasegawa (Kyoto University)

Research Session 8 - Information retrieval

Session chair: Shi Chuan, Beijing University Of Posts And Telecommunications

HRank: A Path based Ranking Method in Heterogeneous Information Network
Chuan Shi (BUPT) yitong Li ()

Find Novel Patents Based on Patent Association
Ling Feng (Wuhan University, China) Zhiyong Peng (Wuhan University, China) Bin Liu (wuhan university, China) Dunren Che (Southern Illinois University, USA)

A Chinese Question Answering System for Specific Domain
Tanche Li (Tsinghua University) Yu Hao (Tsinghua University) Xiaoyan Zhu () Xian Zhang ()

LSG: A Unified Multi-Dimensional Latent Semantic Graph for Personal Information Retrieval
Yang Huangfu (Institute of Software, Chinese Academy of Sciences) Kuien Liu (Institute of Software, Chinese Academy of Sciences) Wen Zhang (Institute of Software, Chinese Academy of Sciences) Peng Zhou (Institute of Software, Chinese Academy of Sciences) Yanjun Wu (Institute of Software, Chinese Academy of Sciences) Qing Wang (Institute of Software, Chinese Academy of Sciences) Jia Zhu (School of Computer Science, South China Normal University)

Research Session 11 - Spatial and temporal databases

Session chair: Yuwei Peng?Wuhan University

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior
Xingxing Xing (Peking University) Man Li () Weisong Hu (NEC Research China) Wenhao Huang () Guojie Song () Kunqing Xie ()

Social-aware KNN Search in Location-based Social Networks
Huiqi Hu () Jianhua Feng () Sitong Liu (Tsinghua University) xuan Zhu ()

P3RN:Personalized Privacy Protection using Query Semantics over Road Networks
Xiao Pan (Shijiazhuang Tiedao University) Lei Wu (Shijiazhuang Tiedao University) Chunhui Piao (Shijiazhuang Tiedao University) Xu Xiaoshuo (Shijiazhuang Tiedao University)

Clustering Query Results to Support Keyword Search on Tree Data
Cem Aksoy (New Jersey Institute of Tech.) Ananya Dass (New Jersey Institute of Technology) Dimitri Theodoratos (New Jersey Institute of Technology) Xiaoying Wu (Wuhan University)

Research Session 9 - Learning and training

Session chair: Richong Zhang, BeiHang University

Automatically Learning and Specifying Association Relations between Words
Jun Zhang (Shanghai University) Qing Li (City University of Hong Kong) Xiangfeng Luo (shanghai university) Xiao Wei (Shanghai University)

Authorship Attribution with Very Few Labelled Data: A Co-Training Approach
Mengdi Fan () Tieyun Qian (Wuhan University, China) Li Chen (Wuhan University) Bin Liu (wuhan university, China) Ming Zhong () Guoliang He (Wuhan University)

An Infinite Latent Generalized Linear Model
Jianbo Luo (Sun Yat-sen University) Jiangtao Ren (Sun Yat-sen University)

PPML: Penalized Partial Least Squares Discriminant Analysis for Multi-label Learning
Zongjie Ma (Zhejiang Normal University) Huawen Liu (Zhejiang Normal University) Kaile Su (Zhejiang Normal University) Zhonglong Zheng (Zhejiang Normal University)

Research Session 12 - Uncertain and Privacy

Session chair: Jiacai Ni, Tsinghua University

An Efficient Conditioning Method for Probabilistic Relational Databases
Hong Zhu (Huazhong University of Science and Technology) Caicai Zhang (Huazhong University of Science and Technology) Zhongsheng Cao (Huazhong University of Science and Technology) Ruiming Tang (NUS) Mengyuan Yang (Huazhong Univeristy of Science and Technology)


Indexing Uncertain Data for Supporting Range Queries
Rui Zhu (Neu) bin Wang () guoren wang ()

A Novel Privacy-Preserving Group Matching Scheme in Social Networks
Jialin Chi (The Institute of Software, Chinese Academy of Sciences) Zhiquan Lv (ISCAS) Min Zhang (ISCAS) Hao Li (ISCAS) Cheng Hong (ISCAS) Dengguo Feng (ISCAS)

Trust Inference Path Search Combining Community Detection and Ant Colony Optimization
Yao Ma (HUST) Hongwei Lu () Zaobin Gan () Yizhu Zhao ()

Session chair: Hongzhi Wang, Harbin Institute of Technology

Business Intelligence By Connecting Realtime Indoor Location to Offline Sales Records
Danqing Cai, SAP Asia

Search 360 - Question Answering in Business Intelligence
Falk Brauer, SAP; Bob Massarczyk, SAP; Nicolas Kuchmann-Beauger, Paris Descartes University

HybridPG: A SSD-Friendly High Performance Hybrid Storage Design for PostgreSQL
Chunling Wang, Renming University of China; jiangtao Wang, ; Zhiliang Guo, Renmin University of China; Xiaofeng Meng, Renmin University of China

iCare: A Nursing Assistant for Senior Citizens
Ji Cheng, East China Normal University; Mengdi Wang, East China Normal University; Xiaoling Wang, ECNU

Leveraging Focused Locations for Web Search
Peiquan Jin, University of Science and Technology of China; Xiaoxiang Zhang, USTC

Industry Session 2

Session chair: Shimin Chen, Chinese Academy of Sciences

Lecturer: Junhua Zhu, Chief Architect, Database Group, Huawei Central Research Institute

Invited Talk: OLTP/OLAP Convergence on Modern Hardware

Abstract: Currently the focus of big data research shifts from infrastructure to value. How to obtain insights promptly and efficiently from massive data becomes a critical issue for next generation big data processing platforms. In order to extract information in real time, frontend OLTP system and backend OLAP system must be fused together. Meanwhile, new emerging hardware may disrupt current conventional computer architecture, and hence the database architecture should be redesigned to meet this trend. In this talk, we will explore how to utilize modern hardware to build an OLTP/OLAP converged system for enterprise data management and analytics with the software-hardware co-design approach.

Structured Sparse Linear Model for Social Trust Prediction
Deng Yi, Zhejiang University; Yin Zhang, ; Yuqi Wang, ; Baogang Wei

A Two-Phase Model for Retweet Number Prediction
Chuan Shi, BUPT; Gang Liu,

An Intelligent Search Platform for Business News
Hanchao Wang, USTC; yu Zong, ; Lei Zhang, USTC; Enhong Chen, University of Science and Technology of China; Jun Chen, ; Qi Liu, University of Science and Technology of China; Xin Li, USTC