Corpus ID: 14601210

An Overview of Topic Discovery in Twitter Communication through Social Media Analytics

@inproceedings{Chinnov2015AnOO,
  title={An Overview of Topic Discovery in Twitter Communication through Social Media Analytics},
  author={Andrey Chinnov and P. Kerschke and Christian Meske and S. Stieglitz and H. Trautmann},
  booktitle={AMCIS},
  year={2015}
}
  • Andrey Chinnov, P. Kerschke, +2 authors H. Trautmann
  • Published in AMCIS 2015
  • Computer Science
  • The need for automatic methods of topic discovery in the Internet grows exponentially with the amount of available textual information. Nowadays it becomes impossible to manually read even a small part of the information in order to reveal the underlying topics. Social media provide us with a great pool of user generated content, where topic discovery may be extremely useful for businesses, politicians, researchers, and other stakeholders. However, conventional topic discovery methods, which… CONTINUE READING

    Topics from this paper.

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 67 REFERENCES
    Sensing Trending Topics in Twitter
    • 322
    • Open Access
    Empirical study of topic modeling in Twitter
    • 840
    • Open Access
    Comparing Twitter and Traditional Media Using Topic Models
    • 966
    • Open Access
    Discovering geographical topics in the twitter stream
    • 371
    • Open Access
    Characterizing Microblogs with Topic Models
    • 741
    • Open Access
    Knowledge discovery in hashtags#
    • 3
    Finding Core Topics: Topic Extraction with Clustering on Tweet
    • 15
    • Highly Influential
    Improving LDA topic models for microblogs via tweet pooling and automatic labeling
    • 316
    • Highly Influential
    • Open Access
    TM-LDA: efficient online modeling of latent topic transitions in social media
    • 162
    • Open Access
    TwitterRank: finding topic-sensitive influential twitterers
    • 1,744
    • Open Access