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Two-layer classification and distinguished representations of users and documents for grouping and authorship identification

Haytham Mohtasseb, Amr Ahmed
<span title="">2009</span> <i title="IEEE"> 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems </i> &nbsp;
For authorship identification, the documents are labelled with the extracted groups and fed into machine learning to build classification models that predicts the group and author of a given document.  ...  Without the proposed user representation, the clustering over documents will result in documents of author(s) distributed over several clusters, instead of a single cluster membership for each author.  ...  David Cobham for his cooperation and help to produce this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icicisys.2009.5357676">doi:10.1109/icicisys.2009.5357676</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xrc7rajkvzgb3f27fuzwenkrte">fatcat:xrc7rajkvzgb3f27fuzwenkrte</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921202239/http://eprints.lincoln.ac.uk/2106/1/ICIS_paper.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/60/db/60db8ad3f4d344b53f4367601d5c7a1f10fc165e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icicisys.2009.5357676"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Authorship Attribution using Unsupervised Clustering Algorithms on English C50 News Articles

Dr. O Srinivasa Rao, Ganapathi Raju Dr. N V, Srilalitha Dr. Y
<span title="2017-07-30">2017</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e4syksll7fge3oz5rpu6hwlxve" style="color: black;">IARJSET</a> </i> &nbsp;
The present paper experimets authorship attribution as a clustering task using various unsupervised clustering algorithms like K-means, Mini Batch K-means and Ward Hierarchialclusterings and our authorship  ...  The aim of the authorship attribution is identifying the author of an unknown/anonymous document.  ...  Authorship verification means, Given a set of documents by a single author and a questioned document, the authorship verification is to determine if the questioned document was written by that particular  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/iarjset.2017.4747">doi:10.17148/iarjset.2017.4747</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/osfcyitdujd7djwi4obqro3qim">fatcat:osfcyitdujd7djwi4obqro3qim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211105519/https://iarjset.com/upload/2017/july-17/IARJSET%2047.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/14/de/14de1ce07e87e9a2cbccddd20af0fb394966d2db.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/iarjset.2017.4747"> <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>

Unsupervised Authorial Clustering Based on Syntactic Structure

Alon Daks, Aidan Clark
<span title="">2016</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5n6volmnonf5tn6xputi5f2t3e" style="color: black;">Proceedings of the ACL 2016 Student Research Workshop</a> </i> &nbsp;
We highlight the importance of utilizing syntactic structure to cluster documents by author, and demonstrate experimental results that show the method we outline performs on par with state-of-the-art techniques  ...  This paper proposes a new unsupervised technique for clustering a collection of documents written by distinct individuals into authorial components.  ...  Acknowledgments We thank Laurent El Ghaoui, Professor of EECS and IEOR, UC Berkeley, and Ronald Hendel, Norma and Sam Dabby Professor of Hebrew Bible and Jewish Studies, UC Berkeley, for comments that  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/p16-3017">doi:10.18653/v1/p16-3017</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/acl/DaksC16.html">dblp:conf/acl/DaksC16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l466qyyawbbbhf4qmm4tsdbc5u">fatcat:l466qyyawbbbhf4qmm4tsdbc5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190223023252/http://pdfs.semanticscholar.org/3e37/01c613aab0a531a792e1c5ff27515c86aa37.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/3e/37/3e3701c613aab0a531a792e1c5ff27515c86aa37.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/p16-3017"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Use Fewer Instances of the Letter "i": Toward Writing Style Anonymization [chapter]

Andrew W. E. McDonald, Sadia Afroz, Aylin Caliskan, Ariel Stolerman, Rachel Greenstadt
<span title="">2012</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Our framework defines the steps necessary to anonymize documents and implements them.  ...  A key contribution of this work is this framework, including novel methods for identifying which features of documents need to change and how they must be changed to accomplish document anonymization.  ...  We thank DARPA (grant N10AP20014) and the Intel Science and Technology Center (ISTC) for Secure Computing for supporting this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-31680-7_16">doi:10.1007/978-3-642-31680-7_16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rifook7offbqvmwfojbjvdp2iu">fatcat:rifook7offbqvmwfojbjvdp2iu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130323071019/http://freehaven.net:80/anonbib/papers/pets2012/paper_72.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/2d/96/2d96a15580f02ceb1636fbe2d430b5d384972996.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-31680-7_16"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Automated unsupervised authorship analysis using evidence accumulation clustering

ROBERT LAYTON, PAUL WATTERS, RICHARD DAZELEY
<span title="2011-11-21">2011</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ugfrgjxxffftblvvdh5ko6pyum" style="color: black;">Natural Language Engineering</a> </i> &nbsp;
Acknowledgment This research was conducted at the Internet Commerce Security Laboratory and was funded by the State Government of Victoria, IBM, Westpac, the Australian Federal Police and the University  ...  The field of document clustering aims to cluster documents by finding topics inherent within the dataset (Steinbach, Karypis and Kumar 2000) .  ...  a set of documents is clustered by authorship.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1351324911000313">doi:10.1017/s1351324911000313</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ne7q6wifyngzxf2rfoeiw4es4u">fatcat:ne7q6wifyngzxf2rfoeiw4es4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200306103008/https://researchonline.federation.edu.au/vital/access/services/Download/vital:4856/SOURCE1" 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/c1/03/c1038ff00472986b8af55471385ed22f0a2479d2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1351324911000313"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Cybercrime and Authorship Detection in Very Short Texts A Quantitative Morpho-lexical Approach

Abdulfattah Omar
<span title="2019-07-01">2019</span> <i title="Egypts Presidential Specialized Council for Education and Scientific Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rdpfg3fhyjhwtmsn7tmjvxnnpa" style="color: black;">مجلة البحث العلمی فی الآداب</a> </i> &nbsp;
therefore detecting stable word combinations and morphological patterns can be used to enhance the authorship performance in relation to very short texts.  ...  The present study proposes an integrated framework that considers letterpair frequencies/combinations along with the lexical features of documents.  ...  The values of each row vector Mi are multiplied by the ratio of the mean number of bigrams per document across the collection C to the number of bigrams in document ci.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/jssa.2019.38725">doi:10.21608/jssa.2019.38725</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/etmpfy6u4bekxonvo4vp4bnzb4">fatcat:etmpfy6u4bekxonvo4vp4bnzb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220227181938/https://jssa.journals.ekb.eg/article_38725_b0f31fd43994a21df85edffc923a6951.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/68/53/68539d51258fa4e23f220da212b20b3ca7fd4d7a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/jssa.2019.38725"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Visual Exploration and Knowledge Discovery from Biomedical Dark Data [article]

Shashwat Aggarwal, Ramesh Singh
<span title="2020-09-28">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
like scientific documents and journals, researchers, and, keywords and terms, etc.  ...  Data visualization techniques provide a promising solution to explore such data by allowing quick comprehension of information, the discovery of emerging trends, identification of relationships and patterns  ...  The TF gives the frequency of the term within a particular document, and the IDF gives the inverse document frequency of a term, i.e., a measure of the importance of term across several documents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.13059v1">arXiv:2009.13059v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/guz6ezl7urbarac3awsrqgqcbu">fatcat:guz6ezl7urbarac3awsrqgqcbu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930012727/https://arxiv.org/pdf/2009.13059v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.13059v1" 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>

Clust-LDA: Joint Model for Text Mining and Author Group Inference [article]

Shaoyang Ning, Xi Qu, Victor Cai, Nathan Sanders
<span title="2018-10-05">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Here we propose a novel and statistically principled method, clust-LDA, which incorporates authorship structure into the topical modeling, thus accomplishing the task of the topical inferences across documents  ...  Social media corpora pose unique challenges and opportunities, including typically short document lengths and rich meta-data such as author characteristics and relationships.  ...  Author, community and clustering analysis. Inference on the authorship and the communities or clusters within the authorship of corpora has also attracted great interests.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.02717v1">arXiv:1810.02717v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/on47py6ssfcbjp4myy34oax3ci">fatcat:on47py6ssfcbjp4myy34oax3ci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200903065630/https://arxiv.org/pdf/1810.02717v1.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/25/bc/25bcbf3d92b4c4355ca61708a1f30554933f75de.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.02717v1" 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>

Evolution of Cooperation Patterns in Psoriasis Research: Co-Authorship Network Analysis of Papers in Medline (1942–2013)

Gregorio González-Alcaide, Jinseo Park, Charles Huamaní, Isabel Belinchón, José M. Ramos, Satoru Hayasaka
<span title="2015-12-11">2015</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
Since the mid-twentieth century, new knowledge has been generated from within an ever-growing network of investigators, working cooperatively in research groups across countries and institutions.  ...  (which stood at 5.17 in the 2004-2013 decade), and the rise in multi-authored papers signed by many different authors (in the same decade, 25.77% of the documents had between 6 and 9 co-authors, and 10.28%  ...  network-the most active research components-by analyzing the interactions and the role played by the main authors within them.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0144837">doi:10.1371/journal.pone.0144837</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26658481">pmid:26658481</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4676628/">pmcid:PMC4676628</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pxdtdf4ymzg7pgzvndaalbrszm">fatcat:pxdtdf4ymzg7pgzvndaalbrszm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171011110801/http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0144837&amp;type=printable" 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/38/5f/385f7d197a0d350a6b6648410bf0e4ab4ae18e2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0144837"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4676628" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Gender-based homophily in collaborations across a heterogeneous scholarly landscape [article]

Y. Samuel Wang, Carole J. Lee, Jevin D. West, Carl T. Bergstrom, Elena A. Erosheva
<span title="2019-09-03">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
component which is driven by varying gender representation across sub-disciplines, and a behavioral component which we define as the remainder of observed homophily after its structural and compositional  ...  For a nuanced analysis of gender homophily, we develop methodology necessitated by the fact that the data comprises heterogeneous sub-disciplines and that not all authorships are exchangeable.  ...  Each higher level of the clustering forms a progressively coarser partition of the documents by aggregating terminal fields into composite fields.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1909.01284v1">arXiv:1909.01284v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yuzehstgwjfl3ccyvi77nuqtfe">fatcat:yuzehstgwjfl3ccyvi77nuqtfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200915054928/https://arxiv.org/pdf/1909.01284v1.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/fc/ff/fcfffd4e534c2ef63dfd574b7228ff1fdfcd743a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1909.01284v1" 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>

Overview of PAN'16 [chapter]

Paolo Rosso, Francisco Rangel, Martin Potthast, Efstathios Stamatatos, Michael Tschuggnall, Benno Stein
<span title="">2016</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;
PAN 2016 comprises three shared tasks: (i) author identification, addressing author clustering and diarization (or intrinsic plagiarism detection); (ii) author profiling, addressing age and gender prediction  ...  In total, 35 teams participated in all three shared tasks of PAN 2016 and, following the practice of previous editions, software submissions were required and evaluated within the TIRA experimentation  ...  Tasks and Corpora Based on that, the shared task at PAN'16 focuses on identifying authorships within a single document.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-44564-9_28">doi:10.1007/978-3-319-44564-9_28</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qyopkvia5jalvg5lazy2x4ugqu">fatcat:qyopkvia5jalvg5lazy2x4ugqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200508040523/https://riunet.upv.es/bitstream/handle/10251/82637/PAN-autor.pdf;jsessionid=73467D8DE4D7053116883FF1EEBE5380?sequence=3" 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/de/6b/de6b1fa6490a39410843463a31e25eb537cb246c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-44564-9_28"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

HIA and EIA Are Different, but Maybe Not in the Way We Thought They Were: A Bibliometric Analysis

Jinhee Kim, Fiona Anne Haigh
<span title="2021-08-28">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vyslcn4ljzdq3jes5w7fln3qyu" style="color: black;">International Journal of Environmental Research and Public Health</a> </i> &nbsp;
We carried out co-authorship and co-citation network analyses of authors and documents in VOSviewer. Results: We identified two main co-authorship and co-citation groupings.  ...  Our document co-citation analysis also identified four clusters with two major groups, the Defining HIA cluster and the Describing the fields cluster versus the Active transport quantitative HIA cluster  ...  In this paper, we conducted co-authorship and co-citation network analyses of authors and documents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijerph18179101">doi:10.3390/ijerph18179101</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34501690">pmid:34501690</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/edjof3h4qrg6xe3xlccsabvj7e">fatcat:edjof3h4qrg6xe3xlccsabvj7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210908230944/https://mdpi-res.com/d_attachment/ijerph/ijerph-18-09101/article_deploy/ijerph-18-09101-v2.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/14/aa/14aa24f046f1839ca8bfae4b74cc79eccd1955ec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijerph18179101"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Network assembly of scientific communities of varying size and specificity

Daniel T. Citron, Samuel F. Way
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j3avppj6indpvnps3s3x54zboe" style="color: black;">Journal of Informetrics</a> </i> &nbsp;
co-authorship network is robust across a large number of scientific fields of varying size, scope, and specificity.  ...  signature.To overcome this limitation and test the robustness of this phenomenon, we use a comprehensive dataset of over 189,000 scientific articles and develop a framework for partitioning articles and  ...  The document text is also lemmatized in order to increase the likelihood of discovering overlaps in the word usage within and between documents After preprocessing all articles, we use MALLET [23] ,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.joi.2017.12.008">doi:10.1016/j.joi.2017.12.008</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/33drc5vr3bcntjamrrhlearui4">fatcat:33drc5vr3bcntjamrrhlearui4</a> </span>
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Authorship Attribution Using Word Network Features [article]

Shibamouli Lahiri, Rada Mihalcea
<span title="2013-11-12">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we explore a set of novel features for authorship attribution of documents. These features are derived from a word network representation of natural language text.  ...  The goal of our paper is to explore properties of these complex networks that are suitable as features for machine-learning-based authorship attribution of documents.  ...  Moreover, a network edge can either link two words that appeared side-by-side in the original document, or it can link two words that appeared within a window of n words in the document.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1311.2978v1">arXiv:1311.2978v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/alrcw5iq5feovhrblasdxl5xii">fatcat:alrcw5iq5feovhrblasdxl5xii</a> </span>
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Structure and Dynamics of Coauthorship, Citation, and Impact within CSCW [article]

Brian Keegan, Dan Horn, Thomas A. Finholt, Joseph "Jofish" Kaye
<span title="2013-07-31">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Statistical models reveal significant but distinct patterns between papers and authors in how brokerage and closure in these networks affects impact as measured by citations and downloads.  ...  Specifically, impact is unduly influenced by structural position, such that ideas introduced by those in the core of the CSCW community (e.g., elite researchers) are advantaged over those introduced by  ...  This means that while only some of the works cited by the target document have ID numbers, all works citing the target document have ID numbers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1307.7172v2">arXiv:1307.7172v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/44b5veeujrca3fjjt4fdcuayri">fatcat:44b5veeujrca3fjjt4fdcuayri</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929082558/https://arxiv.org/pdf/1307.7172v2.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/6c/14/6c14ed79d29bbb3fa789426580498138f4d28270.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1307.7172v2" 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>
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