Semantometrics https://www.fosteropenscience.eu/ en Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing Research Contribution https://www.fosteropenscience.eu/content/towards-semantometrics-new-semantic-similarity-based-measure-assessing-research <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--title--foster-resource.html.twig x field--node--title.html.twig * field--node--foster-resource.html.twig * field--title.html.twig * field--string.html.twig * field.html.twig --> <!-- BEGIN OUTPUT from 'core/modules/node/templates/field--node--title.html.twig' --> <span>Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing Research Contribution</span> <!-- END OUTPUT from 'core/modules/node/templates/field--node--title.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--uid--foster-resource.html.twig x field--node--uid.html.twig * field--node--foster-resource.html.twig * field--uid.html.twig * field--entity-reference.html.twig * field.html.twig --> <!-- BEGIN OUTPUT from 'core/modules/node/templates/field--node--uid.html.twig' --> <span> <!-- THEME DEBUG --> <!-- THEME HOOK: 'username' --> <!-- BEGIN OUTPUT from 'core/modules/user/templates/username.html.twig' --> <span lang="" about="/users/petrknoth" typeof="schema:Person" property="schema:name" datatype="">petrknoth</span> <!-- END OUTPUT from 'core/modules/user/templates/username.html.twig' --> </span> <!-- END OUTPUT from 'core/modules/node/templates/field--node--uid.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--created--foster-resource.html.twig x field--node--created.html.twig * field--node--foster-resource.html.twig * field--created.html.twig * field.html.twig --> <!-- BEGIN OUTPUT from 'core/modules/node/templates/field--node--created.html.twig' --> <span>Wed, 15/11/2017 - 17:19</span> <!-- END OUTPUT from 'core/modules/node/templates/field--node--created.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'rrssb_button_list' --> <!-- BEGIN OUTPUT from 'modules/rrssb/templates/rrssb-button-list.html.twig' --> <div class="rrssb rrssb-bs-default"> <ul class="rrssb-buttons"> <li class="rrssb-email"> <a href="mailto:?subject=Towards%20Semantometrics%3A%20A%20New%20Semantic%20Similarity%20Based%20Measure%20for%20Assessing%20Research%20Contribution&amp;body=https%3A%2F%2Fwww.fosteropenscience.eu%2Fcontent%2Ftowards-semantometrics-new-semantic-similarity-based-measure-assessing-research" > <span class="rrssb-icon"></span> <span class="rrssb-text">email</span> </a> </li> <li class="rrssb-facebook"> <a href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.fosteropenscience.eu%2Fcontent%2Ftowards-semantometrics-new-semantic-similarity-based-measure-assessing-research" class="popup"> <span class="rrssb-icon"></span> <span class="rrssb-text">facebook</span> </a> </li> <li class="rrssb-linkedin"> <a href="https://www.linkedin.com/shareArticle?mini=true&amp;url=https%3A%2F%2Fwww.fosteropenscience.eu%2Fcontent%2Ftowards-semantometrics-new-semantic-similarity-based-measure-assessing-research&amp;title=Towards%20Semantometrics%3A%20A%20New%20Semantic%20Similarity%20Based%20Measure%20for%20Assessing%20Research%20Contribution" class="popup"> <span class="rrssb-icon"></span> <span class="rrssb-text">linkedin</span> </a> </li> <li class="rrssb-twitter"> <a href="https://twitter.com/intent/tweet?text=Towards%20Semantometrics%3A%20A%20New%20Semantic%20Similarity%20Based%20Measure%20for%20Assessing%20Research%20Contribution&amp;url=https%3A%2F%2Fwww.fosteropenscience.eu%2Fcontent%2Ftowards-semantometrics-new-semantic-similarity-based-measure-assessing-research" class="popup"> <span class="rrssb-icon"></span> <span class="rrssb-text">twitter</span> </a> </li> <li class="rrssb-pinterest"> <a href="https://pinterest.com/pin/create/link/?url=https%3A%2F%2Fwww.fosteropenscience.eu%2Fcontent%2Ftowards-semantometrics-new-semantic-similarity-based-measure-assessing-research&amp;media=https%3A%2F%2Fwww.fosteropenscience.eu%2Fthemes%2Ffosterstrap%2Flogo.svg&amp;description=Towards%20Semantometrics%3A%20A%20New%20Semantic%20Similarity%20Based%20Measure%20for%20Assessing%20Research%20Contribution" class="popup"> <span class="rrssb-icon"></span> <span class="rrssb-text">pinterest</span> </a> </li> </ul> </div> <!-- END OUTPUT from 'modules/rrssb/templates/rrssb-button-list.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'links__node' --> <!-- FILE NAME SUGGESTIONS: * links--node.html.twig x links.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/system/links.html.twig' --> <!-- END OUTPUT from 'themes/bootstrap/templates/system/links.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--body--foster-resource.html.twig * field--node--body.html.twig * field--node--foster-resource.html.twig * field--body.html.twig * field--text-with-summary.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-body field--type-text-with-summary field--label-hidden field--item"><p>We propose Semantometrics, a new class of metrics for evaluating research. As opposed to existing Bibliometrics,Webometrics, Altmetrics, etc., Semantometrics are not based on measuring the number of interactions in the scholarly communication network, but build on the premise that full-text is needed to assess the value of a publication. This paper presents the first Semantometric measure, which estimates the research contribution. We measure semantic similarity of publications connected in a citation network and use a simple formula to assess their contribution. We carry out a pilot study in which we test our approach on a small dataset and discuss the challenges in carrying out the analysis on existing citation datasets. The results suggest that semantic similarity measures can be utilised to provide meaningful information about the contribution of research papers that is not captured by traditional impact measures based purely on citations.</p> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-author--foster-resource.html.twig * field--node--field-author.html.twig * field--node--foster-resource.html.twig * field--field-author.html.twig * field--text.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-author field--type-text field--label-above"> <div class="field--label">Author</div> <div class="field--items"> <div class="field--item"><p>Petr Knoth</p> </div> <div class="field--item"><p>Drahomira Herrmannova</p> </div> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-publication-year--foster-resource.html.twig * field--node--field-publication-year.html.twig * field--node--foster-resource.html.twig * field--field-publication-year.html.twig * field--text.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-publication-year field--type-text field--label-above"> <div class="field--label">Publication Year</div> <div class="field--item"><p>2014</p> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-languages--foster-resource.html.twig * field--node--field-languages.html.twig * field--node--foster-resource.html.twig * field--field-languages.html.twig * field--entity-reference.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-languages field--type-entity-reference field--label-above"> <div class="field--label">Language</div> <div class="field--items"> <div class="field--item"><a href="/languages/english-en" hreflang="en">English (EN)</a></div> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-cover--foster-resource.html.twig * field--node--field-cover.html.twig * field--node--foster-resource.html.twig * field--field-cover.html.twig * field--image.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-cover field--type-image field--label-above"> <div class="field--label">Cover Image</div> <div class="field--item"> <!-- THEME DEBUG --> <!-- THEME HOOK: 'image_formatter' --> <!-- BEGIN OUTPUT from 'core/modules/image/templates/image-formatter.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'image' --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/system/image.html.twig' --> <img loading="lazy" src="/sites/default/files/picture-327-1419003129.png" width="586" height="306" typeof="foaf:Image" class="img-responsive" /> <!-- END OUTPUT from 'themes/bootstrap/templates/system/image.html.twig' --> <!-- END OUTPUT from 'core/modules/image/templates/image-formatter.html.twig' --> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-topic--foster-resource.html.twig * field--node--field-topic.html.twig * field--node--foster-resource.html.twig x field--field-topic.html.twig * field--entity-reference.html.twig * field.html.twig --> <!-- BEGIN OUTPUT from 'themes/fosterstrap/templates/field--field-topic.html.twig' --> <h3>Topics</h3> <div class="fosternode_full_topics full_topics row"> <a href='/foster-taxonomy/semantometrics'> <div class='term_thumbnail_image col-md-3'> <div class='term_thumbnail_container'> <div class='term_thumbnail_name'> Semantometrics </div> </div> </div> </a> </div> <!-- END OUTPUT from 'themes/fosterstrap/templates/field--field-topic.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-stakeholders--foster-resource.html.twig * field--node--field-stakeholders.html.twig * field--node--foster-resource.html.twig * field--field-stakeholders.html.twig * field--entity-reference.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-stakeholders field--type-entity-reference field--label-above"> <div class="field--label">Expected Audience</div> <div class="field--items"> <div class="field--item"><a href="/stakeholders/phd-students" hreflang="en">PHD Students</a></div> <div class="field--item"><a href="/stakeholders/publishers" hreflang="en">Publishers</a></div> <div class="field--item"><a href="/stakeholders/researchers-and-students" hreflang="en">Researchers and Students</a></div> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-level-of-knowledge--foster-resource.html.twig * field--node--field-level-of-knowledge.html.twig * field--node--foster-resource.html.twig * field--field-level-of-knowledge.html.twig * field--entity-reference.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-level-of-knowledge field--type-entity-reference field--label-above"> <div class="field--label">Level of Knowledge</div> <div class="field--item"><a href="/level-knowledge/intermediate-able" hreflang="en">Intermediate: able to</a></div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-document--foster-resource.html.twig * field--node--field-document.html.twig * field--node--foster-resource.html.twig * field--field-document.html.twig * field--file.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-document field--type-file field--label-above"> <div class="field--label">Document</div> <div class="field--item"> <!-- THEME DEBUG --> <!-- THEME HOOK: 'file_link' --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/file/file-link.html.twig' --> <span class="file file--mime-application-vnd-openxmlformats-officedocument-presentationml-presentation file--x-office-presentation icon-before"><span class="file-icon"><span class="icon glyphicon glyphicon-file text-primary" aria-hidden="true"></span></span><span class="file-link"><a href="https://www.fosteropenscience.eu/system/files/upload/presentation%20%282%29_pk.pptx" type="application/vnd.openxmlformats-officedocument.presentationml.presentation; length=" title="Open file in new window" target="_blank" data-toggle="tooltip" data-placement="bottom">presentation (2)_pk.pptx</a></span><span class="file-size"> bytes</span></span> <!-- END OUTPUT from 'themes/bootstrap/templates/file/file-link.html.twig' --> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-review-featured--foster-resource.html.twig * field--node--field-review-featured.html.twig * field--node--foster-resource.html.twig * field--field-review-featured.html.twig * field--boolean.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-review-featured field--type-boolean field--label-above"> <div class="field--label">Featured resource</div> <div class="field--item">Off</div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-review-foster--foster-resource.html.twig * field--node--field-review-foster.html.twig * field--node--foster-resource.html.twig * field--field-review-foster.html.twig * field--boolean.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-review-foster field--type-boolean field--label-above"> <div class="field--label">FOSTER related resource</div> <div class="field--item">On</div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-review-reviewed--foster-resource.html.twig * field--node--field-review-reviewed.html.twig * field--node--foster-resource.html.twig * field--field-review-reviewed.html.twig * field--boolean.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-review-reviewed field--type-boolean field--label-above"> <div class="field--label">Reviewed</div> <div class="field--item">Off</div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-usage-rights--foster-resource.html.twig * field--node--field-usage-rights.html.twig * field--node--foster-resource.html.twig * field--field-usage-rights.html.twig * field--text.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-usage-rights field--type-text field--label-above"> <div class="field--label">Usage rights</div> <div class="field--item"><p>Attribution - CC-BY</p> </div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <!-- THEME DEBUG --> <!-- THEME HOOK: 'field' --> <!-- FILE NAME SUGGESTIONS: * field--node--field-review-rri--foster-resource.html.twig * field--node--field-review-rri.html.twig * field--node--foster-resource.html.twig * field--field-review-rri.html.twig * field--boolean.html.twig x field.html.twig --> <!-- BEGIN OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> <div class="field field--name-field-review-rri field--type-boolean field--label-above"> <div class="field--label">FIT4RRI related resource</div> <div class="field--item">Off</div> </div> <!-- END OUTPUT from 'themes/bootstrap/templates/field/field.html.twig' --> Wed, 15 Nov 2017 17:19:41 +0000 petrknoth 327 at https://www.fosteropenscience.eu