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Transductive Transfer Learning in Genetic Programming for Document Classification [chapter]

Wenlong Fu, Bing Xue, Mengjie Zhang, Xiaoying Gao
<span title="">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In document classification tasks, there are some similarities existing in different categories or different datasets.  ...  It is possible that one document classification task does not have labelled training data.  ...  Categorising transfer learning techniques mainly focuses on the difference between the source domain and the target domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-68759-9_45">doi:10.1007/978-3-319-68759-9_45</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5ae76uv6mbar7jyz4elno2a2ka">fatcat:5ae76uv6mbar7jyz4elno2a2ka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190309053743/http://pdfs.semanticscholar.org/f431/1c5612d25a2673ef6e81935b539571999c16.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/f4/31/f4311c5612d25a2673ef6e81935b539571999c16.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-68759-9_45"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A comparison of Intelligent Mapper and document similarity scores for mapping local radiology terms to LOINC

Daniel J Vreeman, Clement J McDonald
<span title="">2006</span> <i title="American Medical Informatics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g6q27b56yzeupjryv6lby2r2pa" style="color: black;">AMIA Annual Symposium Proceedings</a> </i> &nbsp;
We developed a program for mapping local radiology system terms to LOINC that returns a ranked list of candidate LOINC codes based on document similarity scores.  ...  in 83% of the terms in our development set and 92% of the terms in our test set.  ...  This work was performed at the Regenstrief Institute, Inc and was supported in part by the National Library of Medicine (N01-LM-3-3501).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/17238453">pmid:17238453</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC1839677/">pmcid:PMC1839677</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oz7hwbtvkndwzmv25dayrpc4ci">fatcat:oz7hwbtvkndwzmv25dayrpc4ci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191115223818/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC1839677&amp;blobtype=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/16/92/1692bab37bd50ce5d1eff55b452c193f48784ca2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1839677" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Finding stories in the archive through paragraph alignment

W. Xu, M. Esteva
<span title="2011-05-13">2011</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wppgyltofzexlb6eckv6hzfvl4" style="color: black;">Literary and Linguistic Computing</a> </i> &nbsp;
Acknowledgments This work was supported through a National Archives and Records Administration (NARA) supplement to the National Science Foundation Cooperative Agreement (NSF) TERAGRID: Resource Partners  ...  The test-group one ( Figure 2 ) contains documents about a program to train young orchestra directors.  ...  The evaluation was based on assessing seven document test-groups.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/llc/fqr017">doi:10.1093/llc/fqr017</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l7bdscqm35cuffxdc6nzlhw5ei">fatcat:l7bdscqm35cuffxdc6nzlhw5ei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321115940/http://dh2010.cch.kcl.ac.uk/academic-programme/abstracts/papers/pdf/ab-627.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/8e/7e/8e7ee2a0168aceb5256e5d3355a4db5840e23960.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/llc/fqr017"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>

One person's perception of military documentation

Don Mather
<span title="">1984</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4agqxjodzbejhgxmujtmvzj4t4" style="color: black;">Proceedings of the July 9-12, 1984, national computer conference and exposition on - AFIPS &#39;84</a> </i> &nbsp;
After presenting some similarities and differences between the two worlds, it describes the military's software development process in a way that highlights documentation.  ...  In so doing, it also describes the military's software documents and points out the relationships between them. 395 From the collection of the Computer History Museum (www.computerhistory.org) From the  ...  by different programmers and programming teams.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1499310.1499361">doi:10.1145/1499310.1499361</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/afips/Mather84.html">dblp:conf/afips/Mather84</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yfbkq5s4ofeb3dn5emj54c3mze">fatcat:yfbkq5s4ofeb3dn5emj54c3mze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812162119/https://www.computer.org/web/csdl/index/-/csdl/proceedings/afips/1984/5091/00/50910395.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/95/a9/95a9c7cc6bc91bdfcdfc8c15a7e3c347eef06eeb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1499310.1499361"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Comparing Student Assignments by Computer

Lia Combrink-Kuiters, Richard V De Mulder, Henk Elffers, Kees Van Noortwijk
<span title="">2000</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rjyo4lr46zcpvgstv6fax62tti" style="color: black;">International review of law computers &amp; technology</a> </i> &nbsp;
The program compares every document with every other document and then sorts all the document pairs on the basis of word similarity.  ...  The program described in this paper is a result of the work the Centre has previously carried out on word similarity and conceptual retrieval.  ...  between the original and the fraudulent documents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/13600860050033005">doi:10.1080/13600860050033005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w3k5lqmhf5hujfioaa7rynrt7e">fatcat:w3k5lqmhf5hujfioaa7rynrt7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809053553/http://www.bileta.ac.uk/content/files/conference%20papers/1999/Comparing%20Student%20Assignments%20by%20Computer.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/d4/3b/d43ba5cf14cc09b34551478fe9ebda80d9dce980.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/13600860050033005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

DCU@FIRE-2014

Debasis Ganguly, Gareth J. F. Jones
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sxh46uz5j5baji6mdgh2et5mh4" style="color: black;">Proceedings of the Forum for Information Retrieval Evaluation on - FIRE &#39;14</a> </i> &nbsp;
The method of extensively checking pairwise similarities between documents is not scalable for large collections of source code documents.  ...  A threshold is then applied on the relative similarity decrement ratios to report a set of documents as potential cases of source-code reuse.  ...  Acknowledgments This research is supported by Science Foundation Ireland (SFI) as a part of the CNGL Centre for Global Intelligent Content at DCU (Grant No: 12/CE/I2267).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2824864.2824887">doi:10.1145/2824864.2824887</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/fire/GangulyJ14.html">dblp:conf/fire/GangulyJ14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6xwaethia5hujkybbsg5fjidkq">fatcat:6xwaethia5hujkybbsg5fjidkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808225721/http://www.isical.ac.in/~fire/working-notes/2014/SOCO/2014-soco-ganguly-dcu.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/16/4c/164c5512bb9de0e8e8e336d1a167b64f912c4401.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2824864.2824887"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

An Information Retrieval Approach for Regression Test Prioritization Based on Program Changes

Ripon K. Saha, Lingming Zhang, Sarfraz Khurshid, Dewayne E. Perry
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">2015 IEEE/ACM 37th IEEE International Conference on Software Engineering</a> </i> &nbsp;
form the query and the tests constitute the document collection.  ...  We introduce a new approach, REPiR, to address the problem of regression test prioritization by reducing it to a standard Information Retrieval problem such that the differences between two program versions  ...  Therefore, for a given test suite T S, the prioritized test suite T S is defined by ranking tests in T S based on the similarity score between the program differences and test cases.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2015.47">doi:10.1109/icse.2015.47</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/SahaZKP15.html">dblp:conf/icse/SahaZKP15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yxl4h7r2zbeepf46mjy35strv4">fatcat:yxl4h7r2zbeepf46mjy35strv4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160423235723/http://riponsaha.com/papers/REPiR-ICSE2015.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/ed/a5/eda51e5b4575833f1ebb253cb497f4e202de8c1c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2015.47"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Intelligent fusion of structural and citation-based evidence for text classification

Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos Andrép Gonçalves, Marco Cristo, Pàvel Calado
<span title="">2005</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR &#39;05</a> </i> &nbsp;
We evaluate different measures of similarity, five derived from the citation structure of the collection, and three measures derived from the structural content, and determine how they can be fused to  ...  Our empirical experiments using documents from the ACM digital library and the ACM classification scheme show that we can discover similarity functions that work better than any evidence in isolation and  ...  ACKNOWLEDGEMENTS This research work was funded in part by the NSF through grants DUE-0136690, DUE-0121679 and IIS-0086227 to Edward A. Fox(Baoping Zhang and Yuxin Chen).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1076034.1076181">doi:10.1145/1076034.1076181</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/ZhangCFFGCC05.html">dblp:conf/sigir/ZhangCFFGCC05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ikgnqrxlsbgntif445owscefku">fatcat:ikgnqrxlsbgntif445owscefku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20061123083634/http://eprints.cs.vt.edu:8000/archive/00000693/01/GP5.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/f4/ef/f4efee5ed309df6ac1317014d41f053f1ff31611.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1076034.1076181"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

How do API documentation and static typing affect API usability?

Stefan Endrikat, Stefan Hanenberg, Romain Robbes, Andreas Stefik
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">Proceedings of the 36th International Conference on Software Engineering - ICSE 2014</a> </i> &nbsp;
In this paper, we report on a controlled experiment and an exploratory study comparing the impact of using documentation and a static or dynamic type system on a development task.  ...  When developers use Application Programming Interfaces (APIs), they often rely on documentation to assist their tasks.  ...  Both programs came with documentation and type annotations. One task showed differences between the two treatments, another did not.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2568225.2568299">doi:10.1145/2568225.2568299</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/EndrikatHRS14.html">dblp:conf/icse/EndrikatHRS14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p3f5gf3rn5cp3bruejt4md4ufu">fatcat:p3f5gf3rn5cp3bruejt4md4ufu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151127203408/http://users.dcc.uchile.cl/~rrobbes/p/ICSE2014-docstypes.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/ef/fb/effb65a255cf44e058cdada2168985a46f229e88.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2568225.2568299"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Comparing Web Pages in Terms of Inner Structure

Jiří Štěpánek, Monika Šimková
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/trfcnrckdvgftcxiz3i6lginty" style="color: black;">Procedia - Social and Behavioral Sciences</a> </i> &nbsp;
Result of this comparison is html structure tree similarity. Paper covers description of algorithms, implementation and testing.  ...  The basic idea is that inner structure of web page will be the same or very similar. Web page (HTML document) can be represented as a tree, where nodes are HTML elements.  ...  Acknowledgements This work was supported by the project No. CZ.1.07/2.2.00/28.0327 Innovation and support of doctoral study program (INDOP), financed from EU and Czech Republic funds.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.sbspro.2013.06.090">doi:10.1016/j.sbspro.2013.06.090</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vy7av3ufm5cw3paoqa33mor3ry">fatcat:vy7av3ufm5cw3paoqa33mor3ry</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190311142837/https://core.ac.uk/download/pdf/82621964.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/44/65/446575b02f795752330c75f7eb5f8be80c8eb160.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.sbspro.2013.06.090"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Unit Under Test Identification Using Natural Language Processing Techniques

Matej Madeja, Jaroslav Porubän
<span title="2020-12-17">2020</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hntuq7ly5bcglnotwwvao6hspu" style="color: black;">Open Computer Science</a> </i> &nbsp;
Because there is a similar vocabulary between the test and UUT, five NLP techniques were used on the source code of 5 popular Github projects in this paper.  ...  Because the tests best reflect the current product specification they can be used to comprehend parts of the production code and the relationships between them.  ...  The LSA is based on the frequency of words in the documents and as was found in [6] , the words between the test and UUT are very similar which positively influenced the result.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/comp-2020-0150">doi:10.1515/comp-2020-0150</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mmjtikhvlnhfvmo4d5dw6x6sx4">fatcat:mmjtikhvlnhfvmo4d5dw6x6sx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201226165133/https://www.degruyter.com/downloadpdf/journals/comp/11/1/article-p22.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/aa/b3/aab33b99fc2fdb7dac45b2b955a82dfcaf07699c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/comp-2020-0150"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> degruyter.com </button> </a>

Similarity Identification of Large-scale Biomedical Documents using Cosine Similarity and Parallel Computing

Merlinda Wibowo, Christoph Quix, Nur Syahela Hussien, Herman Yuliansyah, Faisal Dharma Adhinata
<span title="2022-02-04">2022</span> <i title="State University of Malang (UM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tifavh3m3vfcldvgwkbnehimoe" style="color: black;">Knowledge Engineering and Data Science</a> </i> &nbsp;
The cosine similarity is useful to measure the similarity between documents based on the TF*IDF calculation result.  ...  The similarity value is between 0 and 1, then the closest value to 1 is represented both documents is considered more relevant, vice versa.  ...  This research aims to develop a text mining application that adapts a text similarity algorithm for the biomedical domain to identify the relationship and relevance between large-scale documents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17977/um018v4i22021p105-116">doi:10.17977/um018v4i22021p105-116</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/og2wuzdalzgzfmgsqeorymsxfa">fatcat:og2wuzdalzgzfmgsqeorymsxfa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220325220634/http://journal2.um.ac.id/index.php/keds/article/download/25384/9412" 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/f8/e5/f8e5ac142cceb973b318ab3dc8efdc2c104b97c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17977/um018v4i22021p105-116"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Verifying a Chinese collection for text categorization

Yuen-Hsien Tseng, William John Teahan
<span title="">2004</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 27th annual international conference on Research and development in information retrieval - SIGIR &#39;04</a> </i> &nbsp;
The method was able to detect certain types of similar and/or duplicated documents that were overlooked by an alternative repetition-based method [1] .  ...  This article describes the development of a free test collection for Chinese text categorization.  ...  in the training set and in the test set so that an effective training and testing of a machine classifier is possible. (3) The training documents predate all the test documents to reflect the ordinary  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1008992.1009118">doi:10.1145/1008992.1009118</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/TsengT04.html">dblp:conf/sigir/TsengT04</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n2anfnmmjncbffdm5azrexemga">fatcat:n2anfnmmjncbffdm5azrexemga</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705105340/http://web.ntnu.edu.tw/%7Esamtseng/papers/p556-tseng.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/0c/2a/0c2a7bb5063cc49bc3678fbedb7b7b849c013578.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1008992.1009118"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Plagiarism: Taxonomy, Tools and Detection Techniques [article]

Hussain A Chowdhury, Dhruba K Bhattacharyya
<span title="2018-01-19">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Over the years, a good number tools and techniques have been introduced to detect plagiarism.  ...  We analyse the pros and cons of these methods and finally we highlight a list of issues and research challenges related to this evolving research problem.  ...  The similarity between two documents is computed based on the similar patterns in the citation sequences [44] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.06323v1">arXiv:1801.06323v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iljwroot6fdfdhrlcxj45kpp6i">fatcat:iljwroot6fdfdhrlcxj45kpp6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200824143442/https://arxiv.org/ftp/arxiv/papers/1801/1801.06323.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/fd/51/fd51a950dba150d3ecc3098bcd4ef3f50ac9ee4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.06323v1" 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>

Document Summarization using TextRank and Semantic Network

Ahmad Ashari, Mardhani Riasetiawan
<span title="2017-11-08">2017</span> <i title="MECS Publisher"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/koacvjimprbbvhwasrewxdbiuy" style="color: black;">International Journal of Intelligent Systems and Applications</a> </i> &nbsp;
Testing has done by calculating the recall, precision, and F-Score of the summary using methods ROUGE-N to measure the quality of the system output.  ...  The research has implemented document summarizing system uses TextRank algorithms and Semantic Networks and Corpus Statistics.  ...  The research has supported by Postgraduate of Computer Science Program, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijisa.2017.11.04">doi:10.5815/ijisa.2017.11.04</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ijgcdmhnqfbnnfsi5db5f3b2ka">fatcat:ijgcdmhnqfbnnfsi5db5f3b2ka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720113820/http://www.mecs-press.org/ijisa/ijisa-v9-n11/IJISA-V9-N11-4.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/59/bb/59bb42a2bf6a7967fb1f0ee7b908ce4723501668.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijisa.2017.11.04"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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