{
    "@context": "https://w3id.org/codemeta/3.0",
    "type": "SoftwareSourceCode",
    "applicationCategory": "Technology for Human Learning",
    "author": [
        {
            "id": "https://orcid.org/0000-0002-3694-3487",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "Centre for Digital Systems - CERI SN - IMT Nord Europe; imec itec KU Leuven"
            },
            "email": "luis.pinos.research@proton.me",
            "familyName": "Pinos Ullauri",
            "givenName": "Luis Alberto"
        },
        {
            "id": "https://orcid.org/0000-0003-2104-8671",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "Centre for Digital Systems - CERI SN - IMT Nord Europe"
            },
            "email": "alexis.lebis@imt-nord-europe.fr",
            "familyName": "Lebis",
            "givenName": "Alexis"
        }
    ],
    "codeRepository": "https://gitlab.univ-lille.fr/luis.pinos-ullauri/course-recommender",
    "contributor": [
        {
            "id": "https://orcid.org/0000-0003-4011-219X",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "imec itec KU Leuven"
            },
            "email": "wim.vandennoortgate@kuleuven.be",
            "familyName": "Van den Noortgate",
            "givenName": "Wim"
        },
        {
            "id": "https://orcid.org/0000-0002-0175-3181",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "Centre for Digital Systems - CERI SN - IMT Nord Europe"
            },
            "email": "anthony.fleury@imt-nord-europe.fr",
            "familyName": "Fleury",
            "givenName": "Anthony"
        },
        {
            "id": "https://orcid.org/0000-0003-2104-8671",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "Centre for Digital Systems - CERI SN - IMT Nord Europe"
            },
            "email": "alexis.lebis@imt-nord-europe.fr",
            "familyName": "Lebis",
            "givenName": "Alexis"
        },
        {
            "id": "https://orcid.org/0000-0003-1972-5629",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "ICL Junia - Catholic University of Lille"
            },
            "email": "abir.karami@univ-catholille.fr",
            "familyName": "Karami",
            "givenName": "Abir"
        },
        {
            "id": "https://orcid.org/0000-0003-3646-1741",
            "type": "Person",
            "affiliation": {
                "type": "Organization",
                "name": "Centre for Digital Systems - CERI SN - IMT Nord Europe"
            },
            "email": "mathieu.vermeulen@imt-nord-europe.fr",
            "familyName": "Vermeulen",
            "givenName": "Mathieu"
        }
    ],
    "dateCreated": "2024-01-10",
    "dateModified": "2024-05-13",
    "datePublished": "2024-05-13",
    "description": "This study comprises a recommender system for postgraduate courses based on soft skills.\nThere are 5 Python files:\n\nread_functions.py is a file that consists on multiple methods that are used to read and process the data for the recommendations.\ncombinatorics_brute_force.py is used to check each and every one of the combinations of the courses, and update a file every 2000 tested combinations.\nscript_test.py is the script for the various tests, which helped us empirically tune the hyperparameters of the Genetic Algorithms.\nscript_rec_function.py is the script which executes the genetic algorithms based on hyperparameters that need to be set either on console or through a bash script.\nscript_analysis.py is the script that reads and analyses the results in order to write the summary result files.",
    "funder": {
        "type": "Organization",
        "name": "ULNE i-site"
    },
    "identifier": "swh:1:snp:ea723f791e0059b332838a61459e52f0a2f22d4a;origin=https://gitlab.univ-lille.fr/luis.pinos-ullauri/course-recommender.git",
    "keywords": [
        "courses",
        "soft skills",
        "modelling"
    ],
    "license": "https://spdx.org/licenses/CC-BY-4.0",
    "name": "Course recommender",
    "operatingSystem": [
        "Windows",
        "Linux"
    ],
    "programmingLanguage": "Python",
    "version": "1",
    "developmentStatus": "active",
    "funding": "F-FIDELO-19-008-FLEURY",
    "softwareRequirements": "https://github.com/ahmedfgad/GeneticAlgorithmPython"
}