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Welcome to MAIRDISY (MAIR DIalog SYstem)

The project consists in designing, implementing, evaluating and writing about a restaurant recommendations dialog system using various methods from AI, such as domain modeling, text classification using machine learning and user experience testing. The dialog system is programmed in Python 3. The program is terminal/command line based. No graphical user interface was used.

The project is divided into two parts:

  • The first part of the project concerns the implementation of the dialog system: modeling the domain in a dialog model, and implementing and evaluating a machine learning classifier for natural language.
  • The second part of the project is about evaluating your system: designing, carrying out and reporting on user experiments, as well as thinking about your system in the wider context of AI.

Experiments

G3MNO - Room1
G3MNO - Room2
G3NOM - Room3
G3NOM - Room4

G3MNO instructions
G3NOM instructions

Questionnaire

G3MNO G3NOM
Daniel 2 3
Sinie 3 2
Pepijn 1 3
Beppe 4 2
tot 9 8

How to install and run

Required libraries

MAIRDISY is written in Python 3 and it utilises various libraries:

Be sure all the following libraries are installed

pip install numpy
pip install nltk
pip install python-Levenshtein
pip install scikit-learn
pip install pandas
pip install argparse

Run MAIRDISY - IDE

After downloading and extracting the .zip file containing the files in this repository, extract those. Put those files in your favourite IDE and run from the main.py class.

Run MAIRDISY - Importing from version control

Using an IDE, you can import the project from version control, using: https://github.com/BeppeMarnell/TeamProjectMAIR

Run MAIRDISY - Terminal

If you want to run MAIRDISY from the terminal, you first have to move into the src folder and then run main.py:

cd ../src
python3 main.py

Configurable parameters

For more information about the configurable parameters, you can run:

python3 main.py --help

Where it will show:

usage: main.py [-h] [--formal FORMAL] [--delay DELAY] [--caps CAPS]

optional arguments:
  -h, --help       show this help message and exit
  --formal FORMAL  formal or informal system speech. Use 'informal' for
                   informal speech.
  --delay DELAY    Use 'delay' for a delay of 2 seconds. Use 'delay_mess' for
                   a delay of 2 seconds accompanied with a message.
  --caps CAPS      Use 'caps' for system output to be in all caps.

For informal language, run MAIRDISY:

python3 main.py --formal 'informal'

For system delay, run MAIRDISY:

python3 main.py --delay 'delay'

or:

python3 main.py --delay 'delay_mess'

For System with all CAPS, run MAIRDISY:

python3 main.py --caps 'caps'