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体育用品客观性分析数据集

体育用品客观性分析数据集

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Social Classification

Yara Rizk, American University of Beirut (yar01 '@' aub.edu.lb)Mariette Awad, American University of Beirut (mar......

数据结构 ? 2.1M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    README.md

    Yara Rizk, American University of Beirut (yar01 '@' aub.edu.lb)
    Mariette Awad, American University of Beirut (mariette.awad '@' aub.edu.lb)


    Data Set Information:

    Some of the features are retrieved using the Stanford POS tagger and the tags are as defined in Penn Treebank Project:  [Web link]


    Attribute Information:

    TextID text file name
    URL link to article
    Label objective vs. subjective
    totalWordsCount total number of words in the article
    semanticobjscore Frequency of words with an objective SENTIWORDNET score
    semanticsubjscore Frequency of words with a subjective SENTIWORDNET score
    CC Frequency of coordinating conjunctions
    CD Frequency of numerals and cardinals
    DT Frequency of determiners
    EX Frequency of existential there
    FW Frequency of foreign words
    INs Frequency of subordinating preposition or conjunction
    JJ Frequency of ordinal adjectives or numerals
    JJR Frequency of comparative adjectives
    JJS Frequency of superlative adjectives
    LS Frequency of list item markers
    MD Frequency of modal auxiliaries
    NN Frequency of singular common nouns
    NNP Frequency of singular proper nouns
    NNPS Frequency of plural proper nouns
    NNS Frequency of plural common nouns
    PDT Frequency of pre-determiners
    POS Frequency of genitive markers
    PRP Frequency of personal pronouns
    PRP$ Frequency of possessive pronouns
    RB Frequency of adverbs
    RBR Frequency of comparative adverbs
    RBS Frequency of superlative adverbs
    RP Frequency of particles
    SYM Frequency of symbols
    TOs Frequency of 'to' as preposition or infinitive marker
    UH Frequency of interjections
    VB Frequency of base form verbs
    VBD Frequency of past tense verbs
    VBG Frequency of present participle or gerund verbs
    VBN Frequency of past participle verbs
    VBP Frequency of present tense verbs with plural 3rd person subjects
    VBZ Frequency of present tense verbs with singular 3rd person subjects
    WDT Frequency of WH-determiners
    WP Frequency of WH-pronouns
    WP$ Frequency of possessive WH-pronouns
    WRB Frequency of WH-adverbs
    baseform Frequency of infinitive verbs (base form verbs preceded by a€?toa€?)
    Quotes Frequency of quotation pairs in the entire article
    questionmarks Frequency of questions marks in the entire article
    exclamationmarks Frequency of exclamation marks in the entire article
    fullstops Frequency of full stops
    commas Frequency of commas
    semicolon Frequency of semicolons
    colon Frequency of colons
    ellipsis Frequency of ellipsis
    pronouns1st Frequency of first person pronouns (personal and possessive)
    pronouns2nd Frequency of second person pronouns (personal and possessive)
    pronouns3rd Frequency of third person pronouns (personal and possessive)
    compsupadjadv Frequency of comparative and superlative adjectives and adverbs
    past Frequency of past tense verbs with 1st and 2nd person pronouns
    imperative Frequency of imperative verbs
    present3rd Frequency of present tense verbs with 3rd person pronouns
    present1st2nd Frequency of present tense verbs with 1st and 2nd person pronouns
    sentence1st First sentence class
    sentencelast Last sentence class
    txtcomplexity Text complexity score


    Relevant Papers:

    Nadine Hajj, Yara Rizk, and Mariette Awad, 'A Subjectivity Classification framework for Sports Articles using Cortical Algorithms for Feature Selection,' Springer Neural Computing and Applications, 2018.
    Yara Rizk, and Mariette Awad, 'Syntactic Genetic Algorithm for a Subjectivity Analysis of Sports Articles,' International Conference on Cybernetic Intelligent Systems, Limerick, Ireland, 2012.



    Citation Request:

    Nadine Hajj, Yara Rizk, and Mariette Awad, 'A Subjectivity Classification framework for Sports Articles using Cortical Algorithms for Feature Selection,' Springer Neural Computing and Applications, 2018.

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