Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Automatic analysis, theme generation, and summarization of machine-readable texts.

G Salton, J Allan, C Buckley

    Science (New York, N.Y.)
    |June 3, 1994
    PubMed
    Summary
    This summary is machine-generated.

    Related Concept Videos

    You might also read

    Related Articles

    Articles linked to this work by shared authors, journal, and citation graph.

    Sort by
    Same author

    Covid-19 and Its Arthritic Footprint: Clinical, Laboratory and Imaging Insights from a Cross Sectional Study in a Tertiary Center in Telangana.

    Mymensingh medical journal : MMJ·2026
    Same author

    Endothelial Cell Organization Drives Distinct Agonist-Specific Ca<sup>2+</sup> Dynamics in Arteries and Veins.

    Acta physiologica (Oxford, England)·2025
    Same author

    Unseen pathogen pathways: the impact of high-touch surfaces in public spaces.

    Perspectives in public health·2025
    Same author

    Inside-Out IP<sub>3</sub>-Mediated G Protein-Coupled Receptor Activation Drives Intercellular Ca<sup>2+</sup> Signaling in the Vascular Endothelium.

    FASEB journal : official publication of the Federation of American Societies for Experimental Biology·2025
    Same author

    Simulation of management practices to reduce nitrogen losses to water and air on well-drained grass-based dairy farms in derogation.

    Journal of dairy science·2025
    Same author

    Retraction Note: Analysis of the Thomson and Troian velocity slip for the flow of ternary nanofluid past a stretching sheet.

    Scientific reports·2024
    Same journal

    A native sulfur deposit in Gale crater, Mars.

    Science (New York, N.Y.)·2026
    Same journal

    Coordinated demise of harmful algal blooms.

    Science (New York, N.Y.)·2026
    Same journal

    Genetic effects put into context.

    Science (New York, N.Y.)·2026
    Same journal

    Bacteria share proteins to survive antibiotics.

    Science (New York, N.Y.)·2026
    Same journal

    Impacts shaped Earth's first continents.

    Science (New York, N.Y.)·2026
    Same journal

    Erratum for the Report "Covalently bonded single-molecule junctions with stable and reversible photoswitched conductivity" by C. Jia <i>et al</i>.

    Science (New York, N.Y.)·2026
    See all related articles

    This study introduces methods for automatic text processing, enabling users to access and manipulate large digital text collections. Techniques are presented for identifying themes, selective text traversal, and generating content summaries.

    Area of Science:

    • Computer Science
    • Information Science
    • Natural Language Processing

    Background:

    • The digital age has produced vast amounts of machine-readable text.
    • Efficient methods are needed to process and access this information.

    Purpose of the Study:

    • To outline approaches for manipulating and accessing texts in arbitrary subject areas.
    • To provide methods for automatic text analysis tailored to user needs.

    Main Methods:

    • Developing algorithms for determining text themes.
    • Implementing techniques for selective text traversal.
    • Creating methods for extracting summary statements.

    Main Results:

    • Demonstrated feasibility of automatic text theme determination.

    Related Experiment Videos

  • Successful selective traversal of large text corpora.
  • Effective extraction of content-reflective summary statements.

    • Conclusions:

    • Automated text processing enables efficient information retrieval from large datasets.
    • User-driven manipulation and access of digital texts are achievable.
    • The presented methods facilitate deeper understanding and utilization of textual information.