Skim-reading thousands of documents in one minute: Data indexing and visualization for multifarious search

Alessandro Perina, Dongwoo Kim, Andrzej Turski, Nebojsa Jojic

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Abstract

    In this paper we present an interface based on a recent generative model, the counting grid, here re-introduced in its basic version and largely revised to allow it to deal with large corpora. We show that it is possible to visualize thousands of high order word cooccurrence patterns by only viewing for a few minutes a new embedding we propose for text visualization, browsing and search purposes. We performed preliminary experiments with user tasks such as word spotting, rapid content search and collateral information acquisition
    Original languageEnglish
    Title of host publicationProceedings of the ACM SIGKDD 2014 Fulll-day Workshop on Interactive Data Exploration and Analytics
    Editorsunknown
    Place of Publicationu
    PublisherACM
    Pages107-116
    EditionPeer Reviewed
    Publication statusPublished - 2014
    EventWorkshop on Interactive Data Exploration and Analytics (IDEA14) - San Francisco, California, USA
    Duration: 1 Jan 2014 → …

    Conference

    ConferenceWorkshop on Interactive Data Exploration and Analytics (IDEA14)
    Period1/01/14 → …
    OtherSun Aug 24 00:00:00 AEST 2014

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