<?xml version="1.0" encoding="UTF-8" standalone="yes"?><?xml-stylesheet type="text/xsl" href="/oai-pmh-repository/static/oai2.xsl"?>
<OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd">
    <responseDate>2026-10-15T10:30:32Z</responseDate>
    <request verb="GetRecord" identifier="oai:data.mendeley.com/jy6rvth8w2.2" metadataPrefix="oai_dc">https://data.mendeley.com/oai</request>
    <GetRecord>
        <record>
            <header>
                <identifier>oai:data.mendeley.com/jy6rvth8w2.2</identifier>
                <datestamp>2018-02-11T09:02:35Z</datestamp>
            </header>
            <metadata><oai_dc:dc xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <dc:creator>Abbas, Khushnood</dc:creator>
    <dc:title>Amazon user item temporal bipartite rating network</dc:title>
    <dc:publisher>Mendeley Data</dc:publisher>
    <dc:description>This bipartite network contains product ratings from the Amazon online shopping website. The rating scale ranges from 1 to 5, where 5 denotes the most positive rating. Nodes represent users and products, and edges represent individual ratings. 


More information about the network is provided here: 
http://konect.uni-koblenz.de/networks/amazon-ratings

Files: 
    meta.amazon-ratings -- Metadata about the network 
    out.amazon-ratings -- The adjacency matrix of the network in space separated values format, with one edge per line
      The meaning of the columns in out.amazon-ratings are: 
        First column: ID of from node 
        Second column: ID of to node
        Third column: edge weight
        Fourth column: timestamp of the edge


Complete documentation about the file format can be found in the KONECT
handbook, in the section File Formats, available at:

http://konect.uni-koblenz.de/publications

All files are licensed under a Creative Commons Attribution-ShareAlike 2.0 Germany License.
For more information concerning license visit http://konect.uni-koblenz.de/license.



Use the following References for citation:

@MISC{konect:2016:amazon-ratings,
    title = {Amazon ratings network dataset -- {KONECT}},
    month = oct,
    year = {2016},
    url = {http://konect.uni-koblenz.de/networks/amazon-ratings}
}

@inproceedings{konect:lim2010,
 author = {Lim, Ee-Peng and Nguyen, Viet-An and Jindal, Nitin and Liu, Bing and Lauw, Hady Wirawan},
 title = {Detecting Product Review Spammers Using Rating Behaviors},
 booktitle = {Proc. Int. Conf. on Information and Knowledge Management},
 year = {2010},
 pages = {939--948},
}

@inproceedings{konect:jindal2008,
 author = {Jindal, Nitin and Liu, Bing},
 title = {Opinion Spam and Analysis},
 booktitle = {Proc. Int. Conf. on Web Search and Web Data Mining},
 year = {2008},
 pages = {219--230},
}

@inproceedings{konect:mukherjee2012,
 author = {Mukherjee, Arjun and Liu, Bing and Glance, Natalie},
 title = {Spotting Fake Reviewer Groups in Consumer Reviews},
 booktitle = {Proc. Int. Conf. on World Wide Web},
 year = {2012},
 pages = {191--200},
}


@inproceedings{konect,
	title = {{KONECT} -- {The} {Koblenz} {Network} {Collection}},
	author = {Jérôme Kunegis},
	year = {2013},
	booktitle = {Proc. Int. Conf. on World Wide Web Companion},
	pages = {1343--1350},
	url = {http://userpages.uni-koblenz.de/~kunegis/paper/kunegis-koblenz-network-collection.pdf}, 
	url_presentation = {http://userpages.uni-koblenz.de/~kunegis/paper/kunegis-koblenz-network-collection.presentation.pdf},
}

</dc:description>
    <dc:subject>Information Retrieval</dc:subject>
    <dc:subject>Data Science</dc:subject>
    <dc:subject>Machine Learning</dc:subject>
    <dc:subject>Big Data</dc:subject>
    <dc:subject>Recommendation System</dc:subject>
    <dc:type>Dataset</dc:type>
    <dc:identifier>doi:10.17632/jy6rvth8w2.2</dc:identifier>
    <dc:identifier>oai:data.mendeley.com/jy6rvth8w2.2</dc:identifier>
    <dc:rights>Creative Commons Attribution 4.0 International</dc:rights>
    <dc:rights>http://creativecommons.org/licenses/by/4.0</dc:rights>
    <dc:relation>https://data.mendeley.com/datasets/jy6rvth8w2</dc:relation>
    <dc:date>2018-02-11T09:02:35Z</dc:date>
</oai_dc:dc></metadata>
        </record>
    </GetRecord>
</OAI-PMH>
