[
    {
        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/Head",
        "@graph": [
            {
                "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM",
                "http://www.nanopub.org/nschema#hasAssertion": [
                    {
                        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/assertion"
                    }
                ],
                "http://www.nanopub.org/nschema#hasProvenance": [
                    {
                        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/provenance"
                    }
                ],
                "http://www.nanopub.org/nschema#hasPublicationInfo": [
                    {
                        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/pubinfo"
                    }
                ],
                "@type": [
                    "http://www.nanopub.org/nschema#Nanopublication"
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/pubinfo",
        "@graph": [
            {
                "@id": "https://orcid.org/0000-0002-1267-0234",
                "http://xmlns.com/foaf/0.1/name": [
                    {
                        "@value": "Tobias Kuhn"
                    }
                ]
            },
            {
                "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM",
                "http://purl.org/dc/terms/created": [
                    {
                        "@value": "2026-02-09T07:40:07.000Z",
                        "@type": "http://www.w3.org/2001/XMLSchema#dateTime"
                    }
                ],
                "http://purl.org/dc/terms/creator": [
                    {
                        "@id": "https://w3id.org/np/RAVkNLhqtCY6sVZMWqyyUkzmHJyd8-0naSJ_S_CNbabf0/ai-in-edu-bot"
                    }
                ],
                "http://purl.org/dc/terms/license": [
                    {
                        "@id": "https://creativecommons.org/licenses/by/4.0/"
                    }
                ],
                "http://purl.org/nanopub/x/introduces": [
                    {
                        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/chatgpt_based_intelligent_tutoring_for_programming"
                    }
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "ChatGPT-based intelligent tutoring for programming education (PyTutor)"
                    }
                ]
            },
            {
                "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/sig",
                "http://purl.org/nanopub/x/hasAlgorithm": [
                    {
                        "@value": "RSA"
                    }
                ],
                "http://purl.org/nanopub/x/hasPublicKey": [
                    {
                        "@value": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA7wtogQOHJO4ma+HTxdNL2b83kKHopztAlm96edli6yOnm0kHwY9Rea1hsqsOGQga0UZSkpzpfgqk6AUufPU/pwjstYTZVIp3ws0zrZ92u4b4EaImOYDSaJNroxLoajEdDsA0/acoX6eP7rqhOHAuQpZyQQq8+8ptR397z3rx1sC2I3Zgd+90lcgm/m5nZIdOPRqD4R5OozX1T6vvzNtZiggUO6Ww1NyIjZe/3wlavyT0T6k4uPcnkpJw0x60CXwXXOUgCYgi25Q1Hs9fZJx7vmBJ7V6sALv2ExOymiItvdTOgYInOcTNw7GoP2JkooavGl9A8aPgy4q+xbP0fqIqFwIDAQAB"
                    }
                ],
                "http://purl.org/nanopub/x/hasSignature": [
                    {
                        "@value": "HciEF+8mdXuuewdW9xHSVW4m5lO3CTcWsUQeCAto4wBW8cQaCcKifFoODsMf4lySyuLmRtuuBjTUfZVbAFbi3c9zzVk16mjwhzI7exB85jACidEATTXZtrJfW+y1RLtbeJrIP7SHCvB4KMTBF1cdrCv9C0zz2qvhR6va1Ae5dF2K909Rx449eyEsSypt7ilQW7DIWlf94pbZe8otnFqHM3IvgFaIa/0Ekb607V46kj5RCNcRNwa9UhabUoHonmVebR6q5GHukTOv8G8N7EjDAVjLGA+W8lsjOHRCuYnBH4UKz+HfKIEVQId1kPP1vSLJVCvPCuTPdWs3ctu2CYqYVA=="
                    }
                ],
                "http://purl.org/nanopub/x/hasSignatureTarget": [
                    {
                        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM"
                    }
                ],
                "http://purl.org/nanopub/x/signedBy": [
                    {
                        "@id": "https://w3id.org/np/RAVkNLhqtCY6sVZMWqyyUkzmHJyd8-0naSJ_S_CNbabf0/ai-in-edu-bot"
                    }
                ]
            },
            {
                "@id": "https://w3id.org/spaces/AI-in-education/r/terms/AI-as-personalized-learning-tool",
                "https://w3id.org/np/o/ntemplate/hasLabelFromApi": [
                    {
                        "@value": "AI as personalized learning tool - Approach to use AI in education as a personalized learning tool."
                    }
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/assertion",
        "@graph": [
            {
                "@id": "https://doi.org/10.1016/j.caeai.2024.100309",
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "Yang ACM, Lin JY, Lin CY, and Ogata H (2024) Enhancing python learning with PyTutor: Efficacy of a ChatGPT-Based intelligent tutoring system in programming education. Comput. Educ.: Artif. Intell. 100309"
                    }
                ]
            },
            {
                "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/chatgpt_based_intelligent_tutoring_for_programming",
                "http://purl.org/dc/terms/description": [
                    {
                        "@value": "The PyTutor approach uses a ChatGPT-based intelligent tutoring system that provides continuous guidance, problem-solving hints, and detailed code explanations for beginner Python programmers through a structured multi-level hint system progressing from pseudocode to cloze code to basic and advanced solutions, dynamically adapting to each student's level."
                    }
                ],
                "http://purl.org/dc/terms/source": [
                    {
                        "@id": "https://doi.org/10.1016/j.caeai.2024.100309"
                    }
                ],
                "@type": [
                    "https://w3id.org/spaces/AI-in-education/r/terms/AI-as-personalized-learning-tool",
                    "https://w3id.org/spaces/AI-in-education/r/terms/AI-in-Education-approach"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "ChatGPT-based intelligent tutoring for programming education (PyTutor)"
                    }
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/provenance",
        "@graph": [
            {
                "@id": "https://w3id.org/np/temp/RA_kgEjML8F7JxYh3U2LDKv7kFFIEosAn5fHqQ-SV0oHM/assertion",
                "http://www.w3.org/ns/prov#wasAttributedTo": [
                    {
                        "@id": "https://orcid.org/0000-0002-1267-0234"
                    }
                ]
            }
        ]
    }
]