https://github.com/fcmam5/kr-and-expert-system
Knowledge representation and expert systems examples
https://github.com/fcmam5/kr-and-expert-system
expert-system knowledge-base knowledge-representation python
Last synced: 6 months ago
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Knowledge representation and expert systems examples
- Host: GitHub
- URL: https://github.com/fcmam5/kr-and-expert-system
- Owner: Fcmam5
- Created: 2018-01-07T23:20:10.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2021-12-27T03:01:08.000Z (almost 4 years ago)
- Last Synced: 2025-03-30T15:51:08.519Z (7 months ago)
- Topics: expert-system, knowledge-base, knowledge-representation, python
- Language: Python
- Size: 5.86 KB
- Stars: 52
- Watchers: 2
- Forks: 16
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# Knowledge representation examples
This repository contains some programming exercises for **Ontologies and Knowledge representation** class in University. It contains until the moment two examples:
* [Expert System that diagnosis children diabetes](expert-system-for-children-diabetes-diagnosis).
* Semantic network (home accidents as example) *unfinished yet*
## Expert System for children Diabetes Diagnosis
Built with Python, using [PyKnow]() library. And there's a tiny Node/Express server for offering a Web api
### Usage
* First install `pyknow` Python package, and `Express` and `python-shell` for Node.js, then lunch the server (`main.js`) in order to use the Web API.
All this could be done with this command:
`pip install pyknow && npm install && node main.js`
* Then open your browser, and past this URL for example.
```
localhost:3000/res/api?age=3
&glycemie=2
&shakiness=True
&hunger=True
&sweating=True
&headach=True
&diabetic_parents=False
&pale=False
&urination=False
&thirst=False
&blurred_vision=False
&dry_mouth=False
&smelling_breath=False
&shortness_of_breath=False
```
Now you can play with each parameter
* age = [int from 0 to 5]
* glycemie= [ int `mmol/l` ]
* Signs, like shakiness, hunger, sweating..= [Boolean: True/False]
Or You can use the python file directly just introduce your facts manually
Change
```python
# ligne 102
engine.declare(Personne(age= int(sys.argv[1]),
glycemie=int(sys.argv[2]),
shakiness= bool(sys.argv[3]),
hunger= bool(sys.argv[4]),
sweating= bool(sys.argv[5]),
headach= bool(sys.argv[6]),
diabetic_parents = bool(sys.argv[7]),
pale= bool(sys.argv[8]),
urination = bool(sys.argv[9]),
thirst = bool(sys.argv[10]),
blurred_vision = bool(sys.argv[11]),
dry_mouth = bool(sys.argv[12]),
smelling_breath = bool(sys.argv[13]),
shortness_of_breath = bool(sys.argv[14]),
))
```
To (for example)
```python
# ligne 102
engine.declare(Personne(age= 2,
glycemie=True,
shakiness=True,
hunger= True,
sweating= True,
headach= True,
diabetic_parents = False,
pale= False,
urination = False,
thirst = False,
blurred_vision = False,
dry_mouth = False,
smelling_breath = False,
shortness_of_breath = False,
))
```