REA_auth_review
Litstudy for performing mapping reviews
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.9%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
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Repository
Litstudy for performing mapping reviews
Basic Info
- Host: GitHub
- Owner: arianna-bienati
- Language: Jupyter Notebook
- Default Branch: main
- Size: 3.16 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 1 year ago
· Last pushed over 1 year ago
Metadata Files
Readme
Citation
README.md
Lit rev automatation
Project description
This project tests the litstudy Python package for automatic literature reviews. It shows the use case of a mapping review of the literature about or related to the Reggio Emilia Approach (REA), an educational philosophy centered on the child as a subject with strong developmental capabilities and rights.
Repo contents
main: Jupyter notebook that shows the results for the mapping review about the REA. It follows the example provided here by the litstudy team (with some customization).NLP-REA.mdandNLP-REA.pdfare the .md and .pdf versions of the abstract written for presenting this study in the last lecture hold by prof. Mineo in the framework of the PhD in Reggio Childhood Studies..scopus.dbshould be the database with papers related to the REA retrieved from Scopus. It should be an ORACLE Berkeley DB. Further work on it should be done to understand the structure of the data contained in it.citation.htmlis the network graph on co-citations. It does not display in the Jupyter notebook, but you can open it in your fav browser.
Customization
custom_litstudy.py: a Python script that adds to thecompute_country_histogramfunction of thelitstudypackage the possibility to normalize per country population size.ISO_nationality_EN: a mapping from country names to ISO codes.
Personal struggles with installing and configuring litstudy
- if you are experiencing some errors while installing and importing litstudy, you might find the Litstudy for dummies guide in
CODE litstudy.mduseful.
Get in touch
If you're also trying out some tools for literature review automatation (for your PhD or else) or you're using litstudy and you are customizing it, I would be super happy if we get in touch (arianna(dot)bienati(at)unimore(dot)it) and exchange some experiences!
Owner
- Name: Arianna Bienati
- Login: arianna-bienati
- Kind: user
- Company: Institute for Applied Linguistics, Eurac Research
- Repositories: 1
- Profile: https://github.com/arianna-bienati
Citation (citation.html)
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// This method is responsible for drawing the graph, returns the drawn network
function drawGraph() {
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1307, "title": "2", "to": 1396, "width": 2}, {"from": 1307, "title": "2", "to": 1347, "width": 2}, {"from": 1324, "title": "3", "to": 1635, "width": 3}, {"from": 1324, "title": "1", "to": 1417, "width": 1}, {"from": 1328, "title": "4", "to": 1438, "width": 4}, {"from": 1328, "title": "3", "to": 1391, "width": 3}, {"from": 1328, "title": "3", "to": 1347, "width": 3}, {"from": 1328, "title": "2", "to": 1411, "width": 2}, {"from": 1328, "title": "2", "to": 1354, "width": 2}, {"from": 1328, "title": "2", "to": 1346, "width": 2}, {"from": 1331, "title": "7", "to": 1341, "width": 7}, {"from": 1331, "title": "6", "to": 1466, "width": 6}, {"from": 1331, "title": "4", "to": 1565, "width": 4}, {"from": 1331, "title": "4", "to": 1574, "width": 4}, {"from": 1331, "title": "4", "to": 1541, "width": 4}, {"from": 1331, "title": "4", "to": 1339, "width": 4}, {"from": 1331, "title": "2", "to": 1510, "width": 2}, {"from": 1331, "title": "2", "to": 1449, "width": 2}, {"from": 1331, "title": "2", "to": 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1547, "width": 2}, {"from": 1410, "title": "2", "to": 1650, "width": 2}, {"from": 1410, "title": "2", "to": 1541, "width": 2}, {"from": 1410, "title": "2", "to": 1585, "width": 2}, {"from": 1411, "title": "3", "to": 1438, "width": 3}, {"from": 1413, "title": "2", "to": 1568, "width": 2}, {"from": 1417, "title": "2", "to": 1547, "width": 2}, {"from": 1417, "title": "2", "to": 1650, "width": 2}, {"from": 1447, "title": "2", "to": 1541, "width": 2}, {"from": 1449, "title": "3", "to": 1635, "width": 3}, {"from": 1449, "title": "2", "to": 1574, "width": 2}, {"from": 1452, "title": "2", "to": 1603, "width": 2}, {"from": 1463, "title": "2", "to": 1541, "width": 2}, {"from": 1463, "title": "2", "to": 1574, "width": 2}, {"from": 1466, "title": "3", "to": 1565, "width": 3}, {"from": 1466, "title": "2", "to": 1493, "width": 2}, {"from": 1466, "title": "2", "to": 1526, "width": 2}, {"from": 1500, "title": "3", "to": 1541, "width": 3}, {"from": 1500, "title": "2", "to": 1565, "width": 2}, {"from": 1541, "title": "5", "to": 1574, "width": 5}, {"from": 1541, "title": "3", "to": 1565, "width": 3}, {"from": 1541, "title": "3", "to": 1585, "width": 3}, {"from": 1547, "title": "2", "to": 1650, "width": 2}]);
nodeColors = {};
allNodes = nodes.get({ returnType: "Object" });
for (nodeId in allNodes) {
nodeColors[nodeId] = allNodes[nodeId].color;
}
allEdges = edges.get({ returnType: "Object" });
// adding nodes and edges to the graph
data = {nodes: nodes, edges: edges};
var options = {"configure": {"enabled": false}, "nodes": {"font": {"size": 7}}, "edges": {"smooth": true, "color": {"opacity": 0.25}}, "physics": {"enabled": true, "forceAtlas2Based": {"springLength": 100}, "solver": "forceAtlas2Based"}};
network = new vis.Network(container, data, options);
network.on("stabilizationProgress", function(params) {
document.getElementById('loadingBar').removeAttribute("style");
var maxWidth = 496;
var minWidth = 20;
var widthFactor = params.iterations/params.total;
var width = Math.max(minWidth,maxWidth * widthFactor);
document.getElementById('bar').style.width = width + 'px';
document.getElementById('text').innerHTML = Math.round(widthFactor*100) + '%';
});
network.once("stabilizationIterationsDone", function() {
document.getElementById('text').innerHTML = '100%';
document.getElementById('bar').style.width = '496px';
document.getElementById('loadingBar').style.opacity = 0;
// really clean the dom element
setTimeout(function () {document.getElementById('loadingBar').style.display = 'none';}, 500);
});
return network;
}
drawGraph();
</script>
</body>
</html>