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PANDOR数据集(包括用户点击、优惠、评论数据)

PANDOR数据集(包括用户点击、优惠、评论数据)

4.6G
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Computer Classification

Massih-Reza AminiUniv. Grenoble Alpes, CNRS/LIGmassih-reza.amini '@' univ-grenoble-alpes.frCharlotte LaclauUniv.......

数据结构 ? 4.6G

    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

    Massih-Reza Amini
    Univ. Grenoble Alpes, CNRS/LIG
    massih-reza.amini '@' univ-grenoble-alpes.fr

    Charlotte Laclau
    Univ. Grenoble Alpes, CNRS/LIG
    charlotte.laclau '@' univ-grenoble-alpes.fr

    Sumit Sidana
    Univ. Grenoble Alpes, CNRS/LIG
    sumit.sidana '@' imag.fr


    Data Set Information:

    source, offerId, pageViewId, offerViewId, utcDate, keywords, wasClicked, offerViewCountPerPageView, clickCountPerPageView, userId, productLemmas, productFeatures, url, pageLemmas, pageFeatures

    # Events: 48,602,664
    # Users: 5,894,431
    # Offers: 14,716
    # Clicks: 337,511
    # OffersShown: 48,754,927
    # Max offers shown to 1 user: 2,029
    # Max clicks done by 1 user: 119

    Average # Offers Shown to 1 user: 8.271
    Average # Clicks done by 1 user: 0.057
    Average # Clicks done by 1 user (if user did at least 1 click): 1.350616661464461


    # Events where user did at least 1 click: 4,544,848
    # Events which have at least 1 page text words: 1,212,170
    # Events which have at least 1 product Text words: 450,050
    # Events which have at least 1 keyword: 4,492,544

    page text vocabulary size: 9,111
    product text vocabulary size: 6,016
    keyword vocabulary size: 543


    Out of 9,847 offers, 2,701 offers have at least 1 text word (27.4%)
    Out of 7,092 pages, 1,990 pages have at least 1 text word (28.1%)


    Attribute Information:

    Provide information about each attribute in your data set.


    Relevant Papers:

    Sumit Sidana, Charlotte Laclau, Massih-Reza Amini. 'Learning to Recommend Diverse Items over Implicit Feedback on PANDOR',  RecSYS 2018.


    Citation Request:

    If you publish results based on this data set, please acknowledge its use, by referring to:
    Sumit Sidana, Charlotte Laclau, Massih-Reza Amini. 'Learning to Recommend Diverse Items over Implicit Feedback on PANDOR',  RecSYS 2018.

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