Interesting research created by our CSEE students:
“TweetCollector: a Framework for Retrieving, Processing, and Storing Live Data from Twitter”
Ross A. Pokorny
Professor Timothy W. Finin
Professor Anupam K. Joshi
Social media systems like Twitter and Facebook provide an important new source of information about emerging events, interests, opinions, and trends. While these posts are brief, they are rich in meta data and connected to complex social networks. Twitter is an especially interesting source due to its openness and high volume of over 100 million posts a day. Collecting, filtering, analyzing and storing information from a dynamic Twitter stream is an essential component for any system that derives information from it. I designed and implemented TweetCollector as a scalable system to automatically collect Twitter status updates matching a user-specified query. The received tweets are run through an extensible workflow, to which new components can be added as needed. After processing, the status updates, along with the data generated during the processing phase, are stored in a relational database for human inspection and further analysis. Scalability is achieved in a multicore environment through the use of multi-threading and resource pooling. TweetCollector ensures reliable collection of statuses with on-the-fly processing in order to allow social media researchers to rapidly discover and react to new information from a promising new data source.
More work by our students:
- “Finding Communities of Close Friends in Social Media”
- “A Digital Skeleton Key to Art: Symbolism of Light and Dark in European Oil Painting from 1500 to 1900”
Meet a research student:
Meet Research Alumni:
Benefits for CSEE students:
- Work with a faculty member
- Experience hands-on research
- Reinforce classroom learning
- Prepare for work or graduate school
- Travel to national conferences
- Receive grant funding
- Publish independent research
- Real Time Rendering of Elevation on a Spherical Model of the Earth.
David Chapman. UMBC Review Vol.8.
- Modeling Sensory Input.
Geoffrey Clapp. UMBC Review Vol.12.
- Symbolism of Light and Dark in European Oil Painting
John Winder. UMBC Review Vol.13.
Considering graduate school in a computing field?
So, what are you doing next summer?
- CRA-W – Collaborative Research Experience for Undergraduates
- NASA – Office of Education Application accepted: NOV 10 – MAR 1
- RISE Summer Internship Program
- Computing Community Consortium
- National Science Foundation
- Pathways to Science
- UMBC Summer Research Opportunities
- FERMILAB/SIST Deadline: JAN 29
- Advancing Science, Serving Society
- University of Washington- AccessSTEM
- Summer Research Opportunities Spreedsheet
- The Dr. Gerald A. Soffen Memorial Fund Deadline: APRIL 1
Learn how to find research internships and job opportunities using UMBCworks!
For more information, check out this department’s website:
Computer Science & Electrical Engineering