A model for evaluating the quality of user-created documents

Linh Hoang, Jung Tae Lee, Young In Song, Hae Chang Rim

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    13 Citations (Scopus)

    Abstract

    In this paper, we propose a model for evaluating the quality of general user-created documents. The model is based on supervised classification approach, in which output scores are considered as quality of given document. In order to utilize both textual and non-textual attributes of documents, we incorporated a number of objectively measurable, real-valued features selected upon predefined criteria for quality. Experiments on two datasets of real world documents show that textual features are stable indicators for evaluating documents' quality. Some features are inferred to be effective for general kinds of documents.

    Original languageEnglish
    Title of host publicationInformation Retrieval Technology - 4th Asia Information Retrieval Symposium, AIRS 2008, Revised Selected Papers
    Pages496-501
    Number of pages6
    DOIs
    Publication statusPublished - 2008
    Event4th Asia Information Retrieval Symposium, AIRS 2008 - Harbin, China
    Duration: 2008 Jan 152008 Jan 18

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume4993 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Other

    Other4th Asia Information Retrieval Symposium, AIRS 2008
    Country/TerritoryChina
    CityHarbin
    Period08/1/1508/1/18

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • General Computer Science

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