zh:notes:electric_power
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zh:notes:electric_power [2024/04/21 19:06] pzczxs [Export for Novelty Indicator] |
zh:notes:electric_power [2024/05/19 22:08] (当前版本) pzczxs [Attributes Extraction] |
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| ====== Data Construction for Electric Power Domain ====== | ====== Data Construction for Electric Power Domain ====== | ||
| ===== Requirements ===== | ===== Requirements ===== | ||
| - | *[[https://opennlp.apache.org/|OpenNLP 1.9.0]] | + | *[[https://opennlp.apache.org/|OpenNLP 1.9.2]] |
| *[[http://bioc.sourceforge.net/|BioC]] | *[[http://bioc.sourceforge.net/|BioC]] | ||
| ===== Data Sources ===== | ===== Data Sources ===== | ||
| 行 258: | 行 258: | ||
| </code> | </code> | ||
| - | ==== Export for Novelty Indicator ==== | + | ==== Calculate Novelty Indicator ==== |
| The resulting journal of each cited article can be exported by running <color red>NoveltyConvertor.java</color> in the package <color red>cn.edu.bjut.runner</color>. In the meanwhile, the resulting IPC codes of each cited patent can also be exported by running <color red>NoveltyConvertor.java</color> in the package <color red>cn.edu.bjut.runner</color>. Then, the novelty indicator of each document can be calculated by following [[https://doi.org/10.1126/science.1240474 | Uzzi et al. (2013)]]. | The resulting journal of each cited article can be exported by running <color red>NoveltyConvertor.java</color> in the package <color red>cn.edu.bjut.runner</color>. In the meanwhile, the resulting IPC codes of each cited patent can also be exported by running <color red>NoveltyConvertor.java</color> in the package <color red>cn.edu.bjut.runner</color>. Then, the novelty indicator of each document can be calculated by following [[https://doi.org/10.1126/science.1240474 | Uzzi et al. (2013)]]. | ||
| <code bash> | <code bash> | ||
| > nohup ./convert-wos-novelty.sh ../dataset/WoS/novelty/20240421/paper-citations.txt > convert-wos-novelty.log 2>&1 | > nohup ./convert-wos-novelty.sh ../dataset/WoS/novelty/20240421/paper-citations.txt > convert-wos-novelty.log 2>&1 | ||
| + | > nohup ./convert-derwent-novelty.sh ../dataset/Derwent/novelty/20240421/patent-citations.txt > convert-derwent-novelty.log 2>&1 | ||
| + | </code> | ||
| + | |||
| + | <code sql> | ||
| + | > TRUNCATE article_novelty; | ||
| + | > TRUNCATE patent_novelty; | ||
| + | </code> | ||
| + | |||
| + | <code bash> | ||
| + | > nohup ./import-article-novelty.sh ../dataset/WoS/novelty/20240421/paper_novelty.txt > import-article-novelty.log 2>&1 | ||
| + | > nohup ./import-patent-novelty.sh ../dataset/Derwent/novelty/20240421/patent_novelty.txt > import-patent-novelty.log 2>&1 | ||
| </code> | </code> | ||
| ==== Extract Citation Network ==== | ==== Extract Citation Network ==== | ||
| 行 280: | 行 291: | ||
| One can run <color red>IndicatorCalculator.java</color> in the package <color red>cn.edu.bjut.ui</color> to calculate all indicators ([[https://doi.org/10.1016/j.techfore.2020.120366|Xu et al., 2021]]). | One can run <color red>IndicatorCalculator.java</color> in the package <color red>cn.edu.bjut.ui</color> to calculate all indicators ([[https://doi.org/10.1016/j.techfore.2020.120366|Xu et al., 2021]]). | ||
| + | |||
| + | ===== Attributes Extraction ===== | ||
| + | <code bash> | ||
| + | > .\opennlp TokenNameFinderTrainer.brat -nameTypes ATTRIBUTE,VALUE -lang en -model en-ElectronicPower-WoS-attributes.bin -annotationConfig annotation.conf -br | ||
| + | atDataDir ElectronicPower-WoS-Train -ruleBasedTokenizer simple -sentenceDetectorMode en-sent.bin | ||
| + | </code> | ||
| ~~DISCUSSION:closed~~ | ~~DISCUSSION:closed~~ | ||
zh/notes/electric_power.1713697569.txt.gz · 最后更改: 2024/04/21 19:06 由 pzczxs