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A Survey on PageRank Computing

Pavel Berkhin
<span title="">2005</span> <i title="Internet Mathematics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/btilruk4pjav5n4cm5wszidqtm" style="color: black;">Internet Mathematics</a> </i> &nbsp;
This survey reviews the research related to PageRank computing.  ...  Computing even a single PageRank is a difficult computational task. Computing many PageRanks is a much more complex challenge.  ...  Many issues related to this survey were discussed with my colleagues at Yahoo!. I thank them all. In particular, I thank Byron Dom, Farzin Maghoul, and Jan Pedersen for many useful discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/15427951.2005.10129098">doi:10.1080/15427951.2005.10129098</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ahbwdzfelzbfrcpzsoqae4w2za">fatcat:ahbwdzfelzbfrcpzsoqae4w2za</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060530075148/http://www.internetmathematics.org:80/volumes/2/1/Berkhin.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2c/39/2c394b418715072c01309b646f2535ad734d8c3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/15427951.2005.10129098"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Survey on web spam detection

Nikita Spirin, Jiawei Han
<span title="2012-05-01">2012</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5ptshywu7rdklpcx3m6sfans3e" style="color: black;">SIGKDD Explorations</a> </i> &nbsp;
We also define the concept of web spam numerically and provide a brief survey on various spam forms. Finally, we summarize the observations and underlying principles applied for web spam detection.  ...  Over the last decade research on adversarial information retrieval has gained a lot of interest both from academia and industry.  ...  There is also a relevant work which analyzes properties of personalized PageRank [72] and a survey on e cient PageRank computation [14] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2207243.2207252">doi:10.1145/2207243.2207252</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/euakka22anfs7cbwatkguk224e">fatcat:euakka22anfs7cbwatkguk224e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151123133915/http://kdd.org:80/exploration_files/V13-02-08-Spirin.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/cc/f1cc7a5386373e506676951a9eac91b3b6413c13.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2207243.2207252"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Benchmarking Graph Data Management and Processing Systems: A Survey [article]

Miyuru Dayarathna, Toyotaro Suzumura
<span title="2021-09-22">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Following these observations, we conclude the survey by describing key challenges for future research on graph data systems benchmarking.  ...  The development of scalable, representative, and widely adopted benchmarks for graph data systems have been a question for which answers has been sought for decades.  ...  ., graph processor framework) [57] conducts PageRank computation on a graph that is kept on Hadoop Distributed File System (HDFS).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.12873v4">arXiv:2005.12873v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jh3367b4vjaqbgyvaccjnxqjfi">fatcat:jh3367b4vjaqbgyvaccjnxqjfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200610070854/https://arxiv.org/pdf/2005.12873v3.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.12873v4" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Literature Survey on Web Mining

Geeta R Bharamagoudar
<span title="">2012</span> <i title="IOSR Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vabuspdninc75epczdurccts4u" style="color: black;">IOSR Journal of Computer Engineering</a> </i> &nbsp;
New grades are computed on the fly for top n pages. Whenever query is posted relevant web pages will be displayed.  ...  PageRank is the heart of Google though many other factors are considered [16] . A web page is assigned a high rank if the sum of its backlinks ranks is high.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-0543136">doi:10.9790/0661-0543136</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wq3qmgojcbfzblqestmdvmfbam">fatcat:wq3qmgojcbfzblqestmdvmfbam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602034507/http://www.iosrjournals.org/iosr-jce/papers/Vol5-Issue4/F0543136.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/23/6f23acec334592dede4c71b421953db398029f35.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-0543136"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey and Comparative Study of Different PageRank Algorithms

Tahseen A.Jilani, Ubaida Fatima, Mirza Mahmood Baig, Saba Mahmood
<span title="2015-06-20">2015</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
Thus searching the significant search results is a challenge. Google's PageRank attempted to solve this problem using computing of principle Eigenvalues termed as PageRank vector.  ...  This is paper, we have reviewed a number of of PageRank computation techniques. The main objective of all these techniques is the convergence rate along with space and time complexities.  ...  a fundamental algorithm of Google matrix for the computation of PageRank vector.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/21410-4444">doi:10.5120/21410-4444</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/huibgvhilbhunmbdkbtsugf3a4">fatcat:huibgvhilbhunmbdkbtsugf3a4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603042254/https://research.ijcaonline.org/volume120/number24/pxc3904444.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/39/103902c21779ff68d663695ac38593ab2fc619e7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/21410-4444"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

PageRank algorithm and its variations: A Survey report

Kaushal Kumar
<span title="">2013</span> <i title="IOSR Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vabuspdninc75epczdurccts4u" style="color: black;">IOSR Journal of Computer Engineering</a> </i> &nbsp;
This survey report basically gives a comparison report on different page ranking algorithm on the basis of numerical analysis. Four popular algorithms used for this  ...  PageRank based on visits of links (VOL): Given formula is = 1 − + ( ( )/ ( ) Weighted PageRank based on visits of links (VOL): vol (C) = (1-d) +d ((L C WPR vol (A)W in (A,C))/TL(A)) + ((L C WPR vol (A)  ...  Sharma in 2011 at International Conference on Computer & Communication Technology (ICCCT)-2011 [2] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-1413845">doi:10.9790/0661-1413845</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/skz6hoq3f5acnly7fsoslhuvfa">fatcat:skz6hoq3f5acnly7fsoslhuvfa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602023906/http://www.iosrjournals.org/iosr-jce/papers/Vol14-issue1/G01413845.pdf?id=6604" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/f8/70f8d27954ce7ef49e351aca6d4b6b368cfef1c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-1413845"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Measuring user influence on Twitter: A survey

Fabián Riquelme, Pablo González-Cantergiani
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v5dch4enzne6phusiwdh25za24" style="color: black;">Information Processing &amp; Management</a> </i> &nbsp;
Several measures are based on the PageRank algorithm, traditionally used to rank the websites on the Internet.  ...  Centrality is one of the most studied concepts in social network analysis. There is a huge literature regarding centrality measures, as ways to identify the most relevant users in a social network.  ...  A survey on research of this type could also be performed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2016.04.003">doi:10.1016/j.ipm.2016.04.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5allfl5unrhfjisk5yvbspn634">fatcat:5allfl5unrhfjisk5yvbspn634</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827091229/https://arxiv.org/pdf/1508.07951v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/23/11/23119971a268e568ed05832fdccbd68357a7dfc3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2016.04.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A Survey of various Web Page Ranking Algorithms

Mayuri Shinde, Sheetal Girase
<span title="2015-12-17">2015</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
Iterative procedure is repeated with the hope that the PageRank scores will eventually converge to some final stable values. Above Equation compute PageRank one page at a time.  ...  That is, they assumed that, in the beginning, all pages have equal PageRank. Now the rule in above equation is followed to computer PR(A) for each page in the index.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2015907626">doi:10.5120/ijca2015907626</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qvwktbtiuzbepbn5shsx5kcqbq">fatcat:qvwktbtiuzbepbn5shsx5kcqbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602154702/https://www.ijcaonline.org/research/volume132/number10/shinde-2015-ijca-907626.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cf/59/cf5982ffdc0307eb168f7ba4444c38d52e31dad9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2015907626"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey of Web Spam Detection Techniques

Mahdieh Danandeh Oskuie, Seyed Naser Razavi
<span title="2014-03-10">2014</span> <i title="Association of Technology and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lhvdmzuqxreinc3m4ancngr4qi" style="color: black;">International Journal of Computer Applications Technology and Research</a> </i> &nbsp;
Search engines try to place the best results in the first links of results on the basis of user's query.  ...  Internet is a global information system. Most of the users use search engines due to high volume of information in virtual world in order to access to required information.  ...  Based on this assumption, they presented Truncated PageRank. The first level of links is ignored, and nodes of next stages are computed [39] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7753/ijcatr0303.1010">doi:10.7753/ijcatr0303.1010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hfqhm4eoq5fjlinjpptyxyhfs4">fatcat:hfqhm4eoq5fjlinjpptyxyhfs4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180604123020/http://www.ijcat.com/archives/volume3/issue3/ijcatr03031010.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/85/99/8599ac6dc052262f76aa279d67dac122acbfe480.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7753/ijcatr0303.1010"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Centrality Measures in Complex Networks: A Survey [article]

Akrati Saxena, Sudarshan Iyengar
<span title="2020-11-14">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The paper is concluded with a discussion on application specific centrality measures that will help to choose a centrality measure based on the network type and application requirements.  ...  Others use global information of the network like closeness centrality, betweenness centrality, eigenvector centrality, Katz centrality, PageRank, and so on.  ...  Berkhin has written a survey on pagerank computing that can be referred to for further information [174] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.07190v1">arXiv:2011.07190v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/obm6lgm6ojaw5iuk3pigvomoo4">fatcat:obm6lgm6ojaw5iuk3pigvomoo4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201118005202/https://arxiv.org/pdf/2011.07190v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/b6/a8b65aa25a693fd1060e67c5e8ec25fa7049f2cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.07190v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Survey on Web Page Ranking Algorithms

Mercy PaulSelvan, A Chandra Sekar, A. Priya Dharshini
<span title="2012-03-31">2012</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
A page that is linked to by many pages with high PageRank PageRank is a probability distribution used to represent the likelihood that a person randomly clicking on links will arrive at any particular  ...  Rank value indicates an importance of a particular page. A hyperlink to a page counts as a vote of support. The PageRank of a page depends on the number of links it has.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/5646-7764">doi:10.5120/5646-7764</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z3mvgb5nojaqxo2srlptobisim">fatcat:z3mvgb5nojaqxo2srlptobisim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719161918/https://research.ijcaonline.org/volume41/number19/pxc3877764.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/94/1e9434ec679e76651a5e3be74ef57a1639e20ed1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/5646-7764"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey: Static and Dynamic Ranking

Aditi Sharma, Nishtha Adhao, Anju Mishra
<span title="2013-05-17">2013</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
This paper is a review on different ranking algorithms broadly classified into static and dynamic ranking techniques.  ...  The bulk information retrieved has to be provided to the user as a list such that the best suited information lies at the top and so on. This process is called ranking.  ...  PageRank As said earlier, static algorithms are based on the structure of documents. PageRank is a ranking mechanism that was used by Google for a long time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12028-7991">doi:10.5120/12028-7991</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n5ogxpinbzhfbg6clwbytsem5q">fatcat:n5ogxpinbzhfbg6clwbytsem5q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706134934/http://research.ijcaonline.org/volume70/number14/pxc3887991.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/bd/b9bd52b15c0d1ceb275022461b91b209c0f9a089.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12028-7991"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Survey on Different Ranking Algorithms Along With Their Approaches

Nirali Arora, Sharvari Govilkar
<span title="2016-02-17">2016</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
This paper provides a survey on different ranking algorithms such as link based ranking, content based ranking and usage based ranking and presents a comparative analysis on performance of these algorithms  ...  There are massive web pages on the internet and search engines also have a test to find the best ranked pages.  ...  REFERENCES and 1 Figure 1 : 11 the PageRank of page A is calculated where, PR(A) = PageRank of Web Page A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2016908514">doi:10.5120/ijca2016908514</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mr3o3hcd4je7zflbq7ebeewmcu">fatcat:mr3o3hcd4je7zflbq7ebeewmcu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180604065716/https://www.ijcaonline.org/research/volume135/number10/arora-2016-ijca-908514.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d8/a5/d8a572c078e77ecd8b64fc0f92dea880a4e0fc41.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2016908514"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Argumentative XAI: A Survey [article]

Kristijonas Čyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
<span title="2021-05-24">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this survey we overview XAI approaches built using methods from the field of computational argumentation, leveraging its wide array of reasoning abstractions and explanation delivery methods.  ...  We also lay out a roadmap for future work.  ...  In this survey we focus instead on overtly argumentative approaches, with an emphasis on the several existing XAI solutions using forms of computational argumentation (see [Baroni et al., 2018] for a  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.11266v1">arXiv:2105.11266v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rnvydntysfa5tdzwzoj52gsac4">fatcat:rnvydntysfa5tdzwzoj52gsac4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210529152925/https://arxiv.org/pdf/2105.11266v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/7d/e27dd347de5b694fb7538da074284bf2c704f725.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.11266v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Survey of Eigenvector Methods for Web Information Retrieval

Amy N. Langville, Carl D. Meyer
<span title="">2005</span> <i title="Society for Industrial &amp; Applied Mathematics (SIAM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ptdzvkiimng2hoib3gq2mgqyi4" style="color: black;">SIAM Review</a> </i> &nbsp;
In this survey paper, we focus on Web information retrieval methods that use eigenvector computations, presenting the three popular methods of HITS, PageRank, and SALSA.  ...  One main difference between traditional information retrieval and Web information retrieval is the Web's hyperlink structure.  ...  However, similar to PageRank, this is a one-time computation, requiring recomputation on a monthly basis to accommodate link changes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1137/s0036144503424786">doi:10.1137/s0036144503424786</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgcoria4yzg3pifzikzn2lup6m">fatcat:fgcoria4yzg3pifzikzn2lup6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060913213301/http://www.cofc.edu/~langvillea/surveyEVwebIRReprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/05/eb/05eb02c535817cfe97806735cc2b2460bd9d097b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1137/s0036144503424786"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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