About RefSeer

<!DOCTYPE html> <html> <head><script type="text/javascript" src="/_static/js/bundle-playback.js?v=HxkREWBo" charset="utf-8"></script> <script type="text/javascript" src="/_static/js/wombat.js?v=txqj7nKC" charset="utf-8"></script> <script>window.RufflePlayer=window.RufflePlayer||{};window.RufflePlayer.config={"autoplay":"on","unmuteOverlay":"hidden"};</script> <script type="text/javascript" src="/_static/js/ruffle/ruffle.js"></script> <script type="text/javascript"> __wm.init("https://web.archive.org/web"); __wm.wombat("http://refseer.ist.psu.edu/about","20130919183824","https://web.archive.org/","web","/_static/", "1379615904"); </script> <link rel="stylesheet" type="text/css" href="/_static/css/banner-styles.css?v=S1zqJCYt" /> <link rel="stylesheet" type="text/css" href="/_static/css/iconochive.css?v=3PDvdIFv" />  <title>About RefSeer</title> <link type="text/css" rel="stylesheet" href="/web/20130919183824cs_/http://refseer.ist.psu.edu/assets/stylesheets/recommendation.css"> <link media="all" type="text/css" rel="stylesheet" href="/web/20130919183824cs_/http://refseer.ist.psu.edu/assets/stylesheets/front.css"> <link media="all" type="text/css" rel="stylesheet" href="/web/20130919183824cs_/http://refseer.ist.psu.edu/assets/stylesheets/primarycustomize.css"> <link rel="shortcut icon" type="image/png" href="/web/20130919183824im_/http://refseer.ist.psu.edu/assets/images/favicon.png"/> <script src="/web/20130919183824js_/http://refseer.ist.psu.edu/assets/javascripts/jquery-1.7.2.min.js" type="text/javascript"></script> <script src="/web/20130919183824js_/http://refseer.ist.psu.edu/assets/javascripts/jquery.idTabs.min.js" type="text/javascript"></script> <script src="/web/20130919183824js_/http://refseer.ist.psu.edu/assets/javascripts/topnav.js" type="text/javascript"></script> </head> <body> <div id="wrapper"> <div id="header"> <h1 id="title"><a href="/web/20130919183824/http://refseer.ist.psu.edu/" title="RefSeerX"> <img alt="RefSeerX" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets//images/RefSeer.png" style="padding-top: 10px"/> </a></h1> </div> <div class="portrait_container clearfix"> <h3 class="topic_heading"><a href="/web/20130919183824/http://refseer.ist.psu.edu/">RefSeer: Citation Recommendation System</a></h3> <p class="char_bold">A Topic Model Based Citation Recommendation Engine </p> <div> <p class="portrait_text para_book"> Given either text from an abstract/description or part of a paper, RefSeerX recommends documents from the CiteSeerX repository as citations. RefSeer internally computes from the text a topical composition based on topic modeling. Based upon this composition, recommended citations for majority topics are ranked and shown in a faceted interface. Refseer uses documents in CiteSeerX for both its offline training and online recommendation. It is currently trained with over 1.5 million documents and new documents. </p> <p class="portrait_text para_book"> There has been much work on citation and paper recommendation systems. The goals of such research and systems are to provide authors insights into the existing relevant literature. </p> </div> <div id="content"> <div id="result_info"> <strong>References:</strong> </div> <div id="result_list"> <div class="result"> W. Huang, S. Kataria, C. Caragea, P. Mitra, C. Lee Giles and L. Rokach. <a href="https://web.archive.org/web/20130919183824/http://www.personal.psu.edu/wzh112/publications/sp236-huangPS.pdf"> <i>Recommending Citations: Translating Papers into References.</i> </a> The Conference on Information and Knowledge Management (CIKM'12), 2012. </div> <div class="result"> C. Basu, H. Hirsh, W. Cohen and C. Nevill-Manning. <a href="https://web.archive.org/web/20130919183824/http://www.jair.org/media/739/live-739-1910-jair.pdf"> <i>Technical Paper Recommendation: A Study in Combining Multiple Information Sources.</i> </a> J. of Artificial Intelligence Research, 2001. </div> <div class="result"> K. Chandrasekaran, S. Gauch, P. Lakkaraju and H. Luong. <a href="https://web.archive.org/web/20130919183824/http://www.springerlink.com/index/w17874943338u286.pdf"><i>Concept-Based Document Recommendations for CiteSeer Authors.</i></a> Adaptive Hypermedia and Adaptive Web-Based Systems, Springer, 2008. </div> <div class="result"> Q. He, J. Pei, D. Kifer, P. Mitra, and L. Giles.<a href="https://web.archive.org/web/20130919183824/http://www.cse.psu.edu/~dkifer/papers/citationrecommendation.pdf"> <i>Context-aware citation recommendation.</i></a> 19th International World Wide Web Conference, 2010. </div> <div class="result"> S. Huang, G. Xue, B. Zhang, Z. Chen, Y. Yu and W. Ma.<a href="https://web.archive.org/web/20130919183824/http://ieeexplore.ieee.org/iel5/9689/30573/01410792.pdf"> <i>TSSP: A Reinforcement Algorithm to Find Related Papers.</i></a> Web Intelligence 2004. </div> <div class="result"> S. Kataria, P. Mitra, and S. Bhatia. <a href="https://web.archive.org/web/20130919183824/http://www.personal.psu.edu/faculty/p/u/pum10/aaai10-skataria.pdf"><i>Utilizing context in generative bayesian models for linked corpus.</i></a> 24th AAAI Conference on Artificial Intelligence, 2010. </div> <div class="result"> S. McNee, I. Albert, D. Cosley, P. Gopalkrishnan, S. Lam, A. Rashid, J. Konstan and J. Riedl. <a href="https://web.archive.org/web/20130919183824/http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.3.6855"><i>On the Recommending of Citations for Research Papers.</i></a> The 2002 ACM Conference on Computer Supported Cooperative Work, 2002 </div> <div class="result"> R. M. Nallapati, A. Ahmed, E. P. Xing and W. Cohen <a href="https://web.archive.org/web/20130919183824/http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.141.7844"><i>Joint latent topic models for text and citations.</i></a> 14th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2008. </div> <div class="result"> E. E. Stephen, S. Fienberg and J. Lafferty <a href="https://web.archive.org/web/20130919183824/http://www.cs.cmu.edu/~lafferty/pub/efl.pd"><i>Mixed membership models of scientific publications.</i></a> In Proceedings of the National Academy of Sciences, 2004. </div> <div class="result"> T. Strohman, W. B. Croft, D. Jensen:<a href="https://web.archive.org/web/20130919183824/http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.155.3529"> <i>Recommending citations for academic papers.</i></a> The 30th ACM Conference on Special Interest Group on Information Retrieval, 2007 </div> <div class="result"> J. Tang and J. Zhang.<a href="https://web.archive.org/web/20130919183824/http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.152.4587"> <i>A Discriminative Approach to Topic-Based Citation Recommendations.</i> </a>The 13th Pacific-Asia Conference on Knowledge Discovery and Data Minin, 2009 </div> <div class="result"> D. Zhou, S. Zhu, K. Yu, X. Song, B. Tseng, H. Zha and L. Giles.<a href="https://web.archive.org/web/20130919183824/http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.155.3365"> <i>Learning Multiple Graphs for Document Recommendations.</i></a> 17th International World Wide Web Conference, 2008 </div> </div> </div> </div> <h2>The Core Team</h2> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets//images/team/pum.jpg" alt="Prasenjit Mitra"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://www.personal.psu.edu/users/p/u/pum10/">Prasenjit Mitra</a></h3> <p class="char_bold"> Associate Professor </p> <p class="portrait_text para_book"> Prof. Mitra leads the RefSeer project and is a co-PI on the next generation CiteSeerx project. </p> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets//images/team/clg.jpg" alt="C. Lee Giles"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://clgiles.ist.psu.edu/">C. Lee Giles</a></h3> <p class="char_bold"> David Reese Professor </p> <p class="portrait_text para_book"> Prof. Giles co-leads the RefSeer project. He is a PI of the CiteSeerx project. He created CiteSeer in 1997 with <a href="https://web.archive.org/web/20130919183824/http://labs.google.com/people/lawrence/">Steve Lawrence</a> and <a href="https://web.archive.org/web/20130919183824/http://en.wikipedia.org/wiki/Kurt_Bollacker">Kurt Bollacker</a> while they were at the NEC Research Institute (now NEC Labs) in Princeton, New Jersey, USA. RefSeer is a functionality on top of the new generation CiteSeer<sup>x</sup> project. </p> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets/images/team/wenyi.jpg" alt="Wenyi Huang"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://www.personal.psu.edu/wzh112">Wenyi Huang</a></h3> <p class="char_bold">Ph.D. Candidate </p> <p class="portrait_text para_book"> Wenyi currently looks after the algorithmic and technical development aspect of RefSeer. </p> <br/> <br/> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets/images/team/lior.jpg" alt="Lior Rokach"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://www.ise.bgu.ac.il/faculty/liorr/">Lior Rokach</a></h3> <p class="char_bold">Associate Professor</p> <p class="portrait_text para_book"> Information Systems and Software Engineering, Ben-Gurion University of the Negev. </p> <br/> <br/> </div> <h2 class="smallcapped">With noted contributions from:</h2> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets//images/team/ssk.jpg" alt="Saurabh Kataria"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://www.personal.psu.edu/ssk164">Saurabh Kataria</a></h3> <p class="char_bold"> Former Technical Lead (Currently at Xerox) </p> <p class="portrait_text para_book"> Saurabh useto develop the algorithmic and technical development aspect of RefSeer. </p> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets/images/team/cornelia.jpg" alt="Cornelia Caragea"/> <h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://www.cse.unt.edu/~ccaragea/">Cornelia Caragea</a></h3> <p class="char_bold">Assistant Professor</p> <p class="portrait_text para_book"> </p> Computer Science and Engineering, University of North Texas. <br/> <br/> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets/images/team/jpfr.jpg" alt="Juan Pablo Fernandez Ramirez"/> <h3 class="topic_heading">Juan Pablo Fernández Ramírez</h3> <p class="char_bold"> Software Engineer </p> <p class="portrait_text para_book"> Juan is a primary contributor to CiteSeer<sup>x</sup> project and helped port the CiteSeer<sup>x</sup> framework to RefSeer. </p> <br/> <br/> </div> <div class="portrait_container clearfix"> <img class="portrait" src="/web/20130919183824im_/http://refseer.ist.psu.edu/assets//images/team/qihe.jpg" alt=""/><h3 class="topic_heading"><a href="https://web.archive.org/web/20130919183824/http://grads.ist.psu.edu/qhe/">Dr. Qi He</a></h3> <p class="char_bold"> Former Post Doc. (Currently at IBM, Almaden) </p> <p class="portrait_text para_book"> Qi He created the first prototype of the interface of the system. </p> </div> </div> </body> </html>

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