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2020-05-29T19:28:45Z <p>‎<span dir="auto"><span class="autocomment">Chapter 5: Scope</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr style='vertical-align: top;'> <td colspan='2' style="background-color: white; color:black; text-align: center;">← Older revision</td> <td colspan='2' style="background-color: white; color:black; text-align: center;">Revision as of 19:28, 29 May 2020</td> </tr><tr><td colspan="2" class="diff-lineno">Line 863:</td> <td colspan="2" class="diff-lineno">Line 863:</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>** Another example is [https://link.springer.com/article/10.1007/s00799-018-0232-3 Capisco], which analyzes Wikipedia texts in order to &quot;avoid[] the need for complete semantic document markup using ontologies.&quot;</div></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>** Another example is [https://link.springer.com/article/10.1007/s00799-018-0232-3 Capisco], which analyzes Wikipedia texts in order to &quot;avoid[] the need for complete semantic document markup using ontologies.&quot;</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>** Another example is the [https://www.sciencedirect.com/science/article/pii/S1386505619312122 Clinical Acronym SenSE disambiGuATOR (CLASSE GATOR)] ([https://perma.cc/83K7-UMHP perma.cc link]), which uses context to guess what a medical acronym stands for in clinical notes. &quot;This automatic approach does not rely on manually annotated clinical notes for algorithm training and therefore provides an inexpensive tool for sense disambiguation....CLASSE GATOR [uses] full-text [open-access] research articles from PubMed Central, including a prenatal exposure subset along with the entire open access dataset to learn features that are predictive of certain acronym ‘senses’.&quot; &#160;</div></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>** Another example is the [https://www.sciencedirect.com/science/article/pii/S1386505619312122 Clinical Acronym SenSE disambiGuATOR (CLASSE GATOR)] ([https://perma.cc/83K7-UMHP perma.cc link]), which uses context to guess what a medical acronym stands for in clinical notes. &quot;This automatic approach does not rely on manually annotated clinical notes for algorithm training and therefore provides an inexpensive tool for sense disambiguation....CLASSE GATOR [uses] full-text [open-access] research articles from PubMed Central, including a prenatal exposure subset along with the entire open access dataset to learn features that are predictive of certain acronym ‘senses’.&quot; &#160;</div></td></tr> <tr><td class='diff-marker'>−</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>** Another example is the [https://www.mitpressjournals.org/doi/abs/10.1162/qss_a_00041 March 2020 study] in which Mike Thelwall and Amalia Mas-Bleda wanted to see how often research papers in different fields were framed by explicit questions. Because they needed to crunch the full-texts of the papers under study, and wanted to <del class="diffchange diffchange-inline">crunch </del>millions of them, they focused on OA papers that permitted that kind of access and analysis.</div></td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>** Another example is the [https://www.mitpressjournals.org/doi/abs/10.1162/qss_a_00041 March 2020 study] in which Mike Thelwall and Amalia Mas-Bleda wanted to see how often research papers in different fields were framed by explicit questions. Because they needed to crunch the full-texts of the papers under study, and wanted to <ins class="diffchange diffchange-inline">study </ins>millions of them, they focused on OA papers that permitted that kind of access and analysis<ins class="diffchange diffchange-inline">.</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">** Another example is [https://scifact.apps.allenai.org/ SciFact], an AI-based system of scientific fact-checking, trained on [https://en.wikipedia.org/wiki/Main_Page Wikipedia] and fine-tuned on a [https://github.com/allenai/scifact#data dataset] of OA scientific claims and abstracts. Details [https://arxiv.org/abs/2004.14974 here] and [https://www.technologyreview.com/2020/05/29/1002349/ai-coronavirus-scientific-fact-checking here]</ins>.</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;"><div>&lt;span 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hostname: ip-10-67-67-236.ec2.internal
software: Apache Nutch 1.16 (modified, https://github.com/commoncrawl/nutch/)
robots: checked via crawler-commons 1.1-SNAPSHOT (https://github.com/crawler-commons/crawler-commons)
format: WARC File Format 1.1
conformsTo: http://iipc.github.io/warc-specifications/specifications/warc-format/warc-1.1/