The first annual workshop on methodologies and tools to improve big data projects was held in conjunction with IEEE Big Data 2015, in Santa Clara, CA, USA on Oct 29 – Nov 1, 2015.
In this workshop, we explored methodologies, processes, frameworks and tools to support data teams - that have been or need to be developed to help support Big Data projects.
The workshop provided a venue to explore new ideas in possible methodologies as well case studies that describe examples of what has, or has not, worked within different Big Data teams. To enable a cross pollination of ideas, the workshop welcomed both academic researchers and industry experts.
Specifically, the following papers were presented:
Program Committee for the workshop
Contact / Questions
Please email any questions to jsaltz[at]syr.edu
Please join our group
In this workshop, we explored methodologies, processes, frameworks and tools to support data teams - that have been or need to be developed to help support Big Data projects.
The workshop provided a venue to explore new ideas in possible methodologies as well case studies that describe examples of what has, or has not, worked within different Big Data teams. To enable a cross pollination of ideas, the workshop welcomed both academic researchers and industry experts.
Specifically, the following papers were presented:
- Business Information Modeling: A Methodology for Data-Intensive Projects, Data Science and Big Data Governance (paper, slides)
- Exploring the Process of Doing Data Science Via an Ethnographic Study of a Media Advertising Company (paper, slides)
- Towards Methods for Systematic Research On Big Data (paper, slides)
- Towards A Big Data Theory Model (paper, slides)
- Three Critical Matters in Big Data Projects for e-Science (paper, slides)
- The Need for New Processes, Methodologies and Tools to Support Big Data Teams and Improve Big Data Project Effectiveness (paper, slides)
Program Committee for the workshop
- Jeffrey Saltz, Syracuse University (Chair)
- Bintong Chen, University of Delaware
- Kevin Crowston, Syracuse University
- Alexandros Labrinidis, University of Pittsburgh
- Jason Dedrick, Syracuse University
- Rakshit Kapoor, Hartford Insurance
- Tayo Ibikunle, JP Morgan Chase
Contact / Questions
Please email any questions to jsaltz[at]syr.edu
Please join our group