PAPER DIGEST
Most Influential SIGMOD 2010 Paper · 2026-03 edition

TwitterMonitor: Trend Detection Over The Twitter Stream

Michael Mathioudakis; Nick Koudas

Venue
ACM SIGMOD Conference (SIGMOD) 2010
Recognition
Most Influential SIGMOD 2010 Paper (Rank No. 2)
Edition
2026-03
Impact factor
8
Certificate ID
dacf2c980826374d

Abstract

We present TwitterMonitor, a system that performs trend detection over the Twitter stream. The system identifies emerging topics (i.e. 'trends') on Twitter in real time and provides meaningful analytics that synthesize an accurate description of each topic. Users interact with the system by ordering the identified trends using different criteria and submitting their own description for each trend. We discuss the motivation for trend detection over social media streams and the challenges that lie therein. We then describe our approach to trend detection, as well as the architecture of TwitterMonitor. Finally, we lay out our demonstration scenario.

Download PDF certificate