Concepedia

Twitter-scale New Event Detection via K-term Hashing

Dominik Wurzer, Victor Lavrenko, Miles Osborne

2015 · 30 citations · 28 references

Open access

Concepts

ComputingComputer ScienceMachine LearningNatural Language ProcessingText AnalyticsEvent DetectionInformation ExtractionNamed Entity RecognitionSocial MediaStream ProcessingText MiningAccuracyData Stream MiningFirst Story DetectionSocial Media Event Detection

Abstract

First Story Detection is hard because the most accurate systems become progressively slower with each document processed.

References

28

Space/time trade-offs in hash coding with allowable errors

Burton H. Bloom · Communications of the ACM · 1970 · 7.5K citations · Full text

Computing, Computer Engineering, Computer Science +11

Approximate nearest neighbors

Piotr Indyk, Rajeev Motwani · 1998 · 4.2K citations · Full text

Computing, Computer Science, Algorithms +13

Earthquake shakes Twitter users

Takeshi Sakaki, Makoto Okazaki, Yutaka Matsuo · 2010 · 3.7K citations

Natural Sciences, Data Science, Natural Language Processing +14

Event Detection in Twitter

Jianshu Weng, Bu‐Sung Lee · Proceedings of the International AAAI Conference on Web and Social Media · 2021 · 718 citations · Full text

Computing, Computer Science, Data Mining +14

Data Streams: Algorithms and Applications

S. Muthukrishnan · Foundations and Trends® in Theoretical Computer Science · 2005 · 709 citations

Computing, Computer Science, Computer Systems +14