Zhifeng Bao

Senior Lecturer

Computer Science and Information Technology, RMIT University

Honorary Fellow

School of Computing and Information Systems, University of Melbourne

Contact: firstname dot lastname AT affiliation

I am looking for PhD/master students to work with me on various civil computing projects. If you are a highly motivated student and interested in doing big data research, please contact me (see prospective students).

I obtained my PhD in computer science from National University of Singapore (NUS), and was the winner of the Best PhD Thesis Award. I hold an honorary fellow position at University of Melbourne and a senior lecturer position at RMIT. I am also the program manager of RMIT master of data science program.

My research is supported by Google, Australasian Research Council and Data61. I am generally interested in big data management, data visualization and information retrieval. In particular, I propose the topic of Civil Computing and has made contributions in developing interactive visualized data exploration frameworks to bring big data back to a human scale, to make big data empower everyone for optimal decision making.

News (archived)

2018

- Sep: Our paper "Trajectory-driven Influential Billboard Placement" is selected as one of the Best Papers of SIGKDD 2018.

- May:

our paper "Trajectory-driven Influential Billboard Placement" has been accepted as a full paper for long presentation in ACM SIGKDD18 research track (acceptance rate: 10.8%, 107 out of 983) [Video] [paper] [tech report]

our paper 'Torch: A Search Engine for Trajectory Data' has been accepted as a full paper at the ACM SIGIR 2018 (acceptance rate: 21%, 86 out of 409) [slides] [system] [code]

- April: Three ACM SIGMOD 2018 demo papers accepted

Trip Planning by an Integrated Search Paradigm (video, online demo)

DITA: A Distributed In-Memory Trajectory Analytics System

POISam: An Efficient Object Selection System for Interactive and Visualized Exploration of Geospatial Data (online demo)

- Two Tier-A* ACM WSDM 2018 papers accepted

S. Wang, Z. Bao, S. Huang, R. Zhang. A Unified Processing Paradigm for Interactive Location-based Web Search. WSDM 2018.

M. Li, Z. Bao, F. Choudhury, T. Sellis. Supporting Large-scale Geographical Visualization in a Multi-granularity Way. WSDM 2018 (demo).

- Two Tier-A* ACM SIGMOD 2018 papers accepted!

Z. Shang, G. Li, Z. Bao. DITA: Distributed In-Memory Trajectory Analytics. SIGMOD 2018.

T. Guo, K. Feng, Z. Bao, G. Cong. Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration. SIGMOD 2018.

Research Interests

I am highly interested in how to make data usable to data consumers, and make the implementation of such usability module as efficient and generalized as possible. In particular, I have been playing actively in:

Research Topics:

- Data Visualization & Visualized Data Exploration

- Trajectory Data Mangement

- Geo-located Data Integration and Cleaning

- Spatio-Textual query processing

Awards:

Google Faculty Award 2015

Singapore Infocomm Development Authority Medal 2011

Best PhD Thesis Award of Class of 2011 (The only winner)

School of Science PhD Supervision Award 2017

Teaching Excellence Award of RMIT College of SEH, 2017

ADC 2017 Best Paper Award

DASFAA 2017 Best Student Paper Runnerup Award

ADC 2016 Best Student Paper Award

ADC 2016 Best Demo Paper Award

Best Paper Nomination:

The 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2018)

The 23rd ACM International Conference on Information and Knowledge Management (CIKM 2014)

The 33rd International Conference on Conceptual Modeling (ER 2014) - Best Student Paper Award Nomination

The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)

The 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012)

The 25th International Conference on Data Engineering (ICDE 2009)

Selected Professional Services (more)

PC Co-Chair:

WSDM cup 2019

ER 2018 (Demo Track)

ADMA 2017 (Demo Track)

DASFAA 2017 (Workshop Track)

APWeb 2016 (demo track)

ADMA 2016 (Best Paper Award Committee)

Program Committee of recent Tier-A* International Conferences:

2019 - ICDE, EDBT

2018 - SIGMOD, VLDB, ICDE, SIGIR, CIKM

2017 - VLDB, ICDE, SIGIR

2016 - SIGIR, IJCAI, VLDB (demo track), ICDE (demo track, TKDE Poster Track)