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.idea |
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# Code and Resources for the POLAR project | ||
# JULIE Lab's Code and Resources for the Use Case POLAR_MI | ||
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This repository contains code and resources for the [POLAR](https://www.medizininformatik-initiative.de/de/POLAR) project that may be made public. | ||
The main content is the text analysis web application in the `pipeline-webservice` directory. | ||
This repository contains code and resources for the | ||
[Use Case POLAR_MI](https://www.medizininformatik-initiative.de/de/POLAR) that may be made public from the [JULIE Lab](https://julielab.de). | ||
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## Content | ||
* The main content is the text analysis web application in the [pipeline-webservice](pipeline-webservice) directory. | ||
* The content to produce dictionaries used in the _pipeline-webservice_ in the [create-dictionaries](create-dictionaries) directory. | ||
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For further details look in the _README.md_ files of the subfolders. |
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*.json | ||
*.idea | ||
*.png | ||
*.csv | ||
out/ | ||
venv | ||
pyvenv.cfg |
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MIT License | ||
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Copyright (c) 2022 JULIE Lab | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# Create German dictionaries by different German semantic resources | ||
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The code of this repository is able to create dictionaries of *synonyms*, *hyponyms* and *hypernyms* of a given | ||
word list (text file [input/word_list.txt](input/word_list.txt)): | ||
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```text | ||
Fall | ||
fallen | ||
gefallen | ||
Unfall | ||
Absturz | ||
Sturz | ||
Bruch | ||
brechen | ||
gebrochen | ||
Oberschenkel | ||
``` | ||
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* Input for word lists used in Polar project: | ||
* [input/delir.txt](input/delir.txt) | ||
* [input/sturz.txt](input/sturz.txt) | ||
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## Resources | ||
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### Open WordNet | ||
* install Open WordNet resources and run script from [install_language.py](install_language.py) | ||
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### GermaNet | ||
* request [GermaNet](https://uni-tuebingen.de/fakultaeten/philosophische-fakultaet/fachbereiche/neuphilologie/seminar-fuer-sprachwissenschaft/arbeitsbereiche/allg-sprachwissenschaft-computerlinguistik/ressourcen/lexica/germanet-1/) files | ||
* configure in [params.conf](param.conf) your GermaNet path | ||
* Script configured and tested with GermaNet version 17.0 (_GN_V170_XML_) | ||
* By usage of GermaNet, do not forget to [cite](https://uni-tuebingen.de/fakultaeten/philosophische-fakultaet/fachbereiche/neuphilologie/seminar-fuer-sprachwissenschaft/arbeitsbereiche/allg-sprachwissenschaft-computerlinguistik/ressourcen/lexica/germanet-1/germanet-zitieren/) it. | ||
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### Wiktionary | ||
* Wiktionary items are processed by wiktionary dumps, | ||
e.g.: [current dump](https://dumps.wikimedia.org/dewiktionary/latest/dewiktionary-latest-pages-meta-current.xml.bz2) | ||
* The wiktionary dump file is processed by an own script in Jan / Feb 2022 by an own separated script. | ||
* The preprocessed data (json files) from Jan / Feb 2022 is stored in [wiktionray/wiktionary_de_semantic_relations.json](wiktionray/wiktionary_de_semantic_relations.json) | ||
* Configure `wiktionary_de_semantic_relations.json` in [params.conf](param.conf) | ||
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# Usage | ||
## Configuration | ||
* Prepare [input/word_list.txt](input/word_list.txt) with input parameters | ||
* Configure [param.conf](param.conf) before usage with input words: one word == one line | ||
* _request_soruces_: available modes are _wordnet, wiktionary, germanet_ and _combined_ to use the named resource together | ||
* If you use GermaNet, configure the path of GermaNet files there | ||
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```editorconfig | ||
[input] | ||
path_input_words = input/word_list.txt | ||
request_soruces = wordnet, wiktionary, germanet, combined | ||
path_wiktionary_de = wiktionary/wiktionary_de_semantic_relations.json | ||
path_germanet = /home/chlor/PycharmProjects/feattext/ext_res/germanet/GN_V170/GN_V170_XML | ||
[output] | ||
path_out = out | ||
``` | ||
* run `python request_words.py param.conf ` | ||
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## Output | ||
* `all_values.tsv` with all counted values | ||
* for every resource, a json file and a txt is produced, e.g. output snippets by Wiktionary resource: | ||
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```text | ||
term category | ||
Abstieg Fall-synonym-wkt | ||
Casus Fall-synonym-wkt | ||
Kasus Fall-synonym-wkt | ||
Niedergang Fall-synonym-wkt | ||
Patient Fall-synonym-wkt | ||
Bewegung Fall-hypernym-wkt | ||
Laufendes Gut Fall-hypernym-wkt | ||
... | ||
rational gebrochen-hypernym-wkt | ||
Bein Oberschenkel-hypernym-wkt | ||
Körperteil Oberschenkel-hypernym-wkt | ||
Schenkel Oberschenkel-hypernym-wkt | ||
``` | ||
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```text | ||
{ | ||
"Absturz": { | ||
"hyponyms": [ | ||
"Bergsteigerabsturz", | ||
"Bungee-Jumper-Absturz", | ||
"Flugzeugabsturz", | ||
"Gondelabsturz", | ||
"Helikopterabsturz", | ||
"Hubschrauberabsturz", | ||
"Klettererabsturz", | ||
"Meteorabsturz", | ||
"Meteoritenabsturz", | ||
"Programmabsturz", | ||
"Raumfährenabsturz", | ||
"Satellitenabsturz", | ||
"UFO-Absturz", | ||
"Zinsen-Absturz" | ||
], | ||
"hyponyms_len": 14, | ||
"synonyms": [ | ||
"Computerabsturz" | ||
], | ||
"synonyms_len": 1 | ||
}, | ||
"Bruch": { | ||
"hypernyms": [ | ||
"Ablösung", | ||
"Diebstahl", | ||
"Fraktur", | ||
"Raub", | ||
"Rechenoperation", | ||
"Störung", | ||
"Symbol", | ||
"Trennung", | ||
"Verbrechen", | ||
"Verstoß", | ||
"Weinfehler", | ||
"Zweig", | ||
"Überrest" | ||
], | ||
"hypernyms_len": 13, | ||
"hyponyms": [ | ||
"Abbruch", | ||
"Achsenbruch", | ||
"Anbruch", | ||
"Armbruch", | ||
"Aufbruch", | ||
"Ausbruch", | ||
"Beckenbruch", | ||
"Beinbruch", | ||
"Brauner Bruch", | ||
"Dammbruch", | ||
"Deichbruch", | ||
"Dezimalbruch", | ||
"Durchbruch", | ||
"Ehebruch", | ||
"Emscherbruch", | ||
"Erlenbruch", | ||
"Ermüdungsbruch", | ||
"Friedensbruch", | ||
"Gesetzesbruch", | ||
"Glasbruch", | ||
"Grabenbruch", | ||
"Grauer Bruch", | ||
"Handknochenbruch", | ||
"Hausfriedensbruch", | ||
"Kettenbruch", | ||
"Kieferbruch", | ||
"Kleidung", | ||
"Koalitionsbruch", | ||
"Lebensbruch", | ||
"Leistenbruch", | ||
"Mastbruch", | ||
"Nabelbruch", | ||
"Oberschenkelhalsbruch", | ||
"Oderbruch", | ||
"Radbruch", | ||
"Rechtsbruch", | ||
"Rohrbruch", | ||
"Schiffbruch", | ||
"Schotbruch", | ||
"Schwarzer Bruch", | ||
"Schädelbruch", | ||
"Steinbruch", | ||
"Stilbruch", | ||
"Stimmbruch", | ||
"Tabubruch", | ||
"Tarifbruch", | ||
"Traditionsbruch", | ||
"Treuebruch", | ||
"Umbruch", | ||
"Verfassungsbruch", | ||
"Vertragsbruch", | ||
"Vertrauensbruch", | ||
"Weißer Bruch", | ||
"Windbruch", | ||
"Wolkenbruch", | ||
"Wortbruch", | ||
"Zehenbruch", | ||
"Zehnerbruch", | ||
"Zivilisationsbruch", | ||
"Zusammenbruch", | ||
"Zwerchfellbruch" | ||
], | ||
"hyponyms_len": 61, | ||
"synonyms": [ | ||
"Abfall", | ||
"Abkehr", | ||
"Abspaltung", | ||
"Abteilung", | ||
"Abtrennung", | ||
"Ausschuss", | ||
"Bauschutt", | ||
"Beinkleid", | ||
"Bresche", | ||
"Bruchteil", | ||
"Bruchzahl", | ||
"Canyon", | ||
"Dissens", | ||
"Distanz", | ||
"Ehescheidung", | ||
"Einbruch", | ||
"Einschnitt", | ||
"Entzweiung", | ||
"Fahrlässigkeit", | ||
"Falte", | ||
"Falz", | ||
"Fehler", | ||
"Fehltritt", | ||
"Fehlverhalten", | ||
"Feindschaft", | ||
"Feindseligkeit", | ||
"Fraktur", | ||
"Fuge", | ||
"Furche", | ||
"Gezänk", | ||
"Hader", | ||
"Hass", | ||
"Hernie", | ||
"Hose", | ||
"Händel", | ||
"Kehricht", | ||
"Klamm", | ||
"Knacks", | ||
"Knick", | ||
"Kniff", | ||
"Knitter", | ||
"Knochenbruch", | ||
"Krach", | ||
"Leck", | ||
"Lockerung", | ||
"Lossagung", | ||
"Luch", | ||
"Lösung", | ||
"Lücke", | ||
"Marsch", | ||
"Marschland", | ||
"Meinungsverschiedenheit", | ||
"Moor", | ||
"Morast", | ||
"Mulde", | ||
"Narbe", | ||
"Nichtbeachtung", | ||
"Nichtbefolgung", | ||
"Nichterfüllung", | ||
"Panne", | ||
"Pass", | ||
"Pflichtvergessenheit", | ||
"Plunder", | ||
"Quotient", | ||
"Ramsch", | ||
"Renitenz", | ||
"Restmüll", | ||
"Riss", | ||
"Ritze", | ||
"Sabotage", | ||
"Sachbeschädigung", | ||
"Sachschaden", | ||
"Saumseligkeit", | ||
"Scheidung", | ||
"Schisma", | ||
"Schleuderware", | ||
"Spalt", | ||
"Spalte", | ||
"Spaltung", | ||
"Sprung", | ||
"Streit", | ||
"Sumpf", | ||
"Trennung", | ||
"Umschlag", | ||
"Umwälzung", | ||
"Ungehorsam", | ||
"Unterbrechung", | ||
"Unterlassung", | ||
"Untreue", | ||
"Verfehlung", | ||
"Verfeindung", | ||
"Verletzung", | ||
"Versäumnis", | ||
"Verwerfung", | ||
"Widerspenstigkeit", | ||
"Zerbrochenes", | ||
"Zerwürfnis", | ||
"Zuwiderhandlung", | ||
"Zwischenraum", | ||
"Zäsur", | ||
"rationale Zahl", | ||
"Übertretung" | ||
], | ||
"synonyms_len": 102 | ||
} | ||
} | ||
``` |
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{ | ||
"wordnet_languages": | ||
{ | ||
"de": "odenet:1.4" | ||
} | ||
} |
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delirium | ||
verwirrt | ||
Verwirrung | ||
Änderung im mentalen Zustand | ||
Änderung des mentalen Zustands | ||
Veränderung im mentalen Zustand | ||
Veränderung des mentalen Zustands | ||
veränderter mentaler Zustand | ||
desorientiert | ||
abgestumpft | ||
lethargisch | ||
Demenz | ||
Alzheimer | ||
unkommunikativ | ||
Gedächtnisverlust | ||
unkooperativ | ||
dement | ||
enzephalopathisch | ||
Enzephalopathie | ||
stümperhaft | ||
angriffslustig | ||
streitlustig |
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Fall | ||
fallen | ||
gefallen | ||
Unfall | ||
Absturz | ||
Sturz | ||
Bruch | ||
brechen | ||
gebrochen | ||
Oberschenkel |
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Fall | ||
fallen | ||
gefallen | ||
Unfall | ||
Absturz | ||
Sturz | ||
Bruch | ||
brechen | ||
gebrochen | ||
Oberschenkel |
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