{
    "ok": true,
    "doi": "10.46243/jst.2021.v6.i6.pp01-09",
    "events": [
        {
            "seq": 1,
            "kind": "register",
            "at": "2026-09-29 22:00:37",
            "by": "Administrator (admin)",
            "by_kind": "user",
            "note": "registered at Crossref; record read from api.crossref.org",
            "changes": [
                {
                    "path": "abstract.lang",
                    "from": null,
                    "to": "en"
                },
                {
                    "path": "abstract.value",
                    "from": null,
                    "to": "In this paper, through the study of the cumulating system and the final realization process of the accumulation system, the workload of teachers is reduced. This paper studies the implementation of handwritten scores cumulating in test papers. Multiple test paper scores are cumulated based on digital image processing on MATLAB programming platform. The features are extracted and character is identified by analyzing its features and comparing its features that distinguish each character. Besides, the accuracy of the results of the cumulating system is high as the reasonable image processing methods. In the meantime the experimental program is relatively simple with high efficiency under certain requirements."
                },
                {
                    "path": "agents.0.name.family",
                    "from": null,
                    "to": "Somassoundaram"
                },
                {
                    "path": "agents.0.name.given",
                    "from": null,
                    "to": "Dr.T."
                },
                {
                    "path": "agents.0.role",
                    "from": null,
                    "to": "author"
                },
                {
                    "path": "agents.0.sequence",
                    "from": null,
                    "to": "first"
                },
                {
                    "path": "agents.1.name.org",
                    "from": null,
                    "to": "Longman Publishers"
                },
                {
                    "path": "agents.1.role",
                    "from": null,
                    "to": "publisher"
                },
                {
                    "path": "characters.0",
                    "from": null,
                    "to": "Language"
                },
                {
                    "path": "container.identifiers.0.medium",
                    "from": null,
                    "to": "electronic"
                },
                {
                    "path": "container.identifiers.0.type",
                    "from": null,
                    "to": "ISSN"
                },
                {
                    "path": "container.identifiers.0.value",
                    "from": null,
                    "to": "2456-5660"
                },
                {
                    "path": "container.issue",
                    "from": null,
                    "to": "06"
                },
                {
                    "path": "container.pages.first",
                    "from": null,
                    "to": "01"
                },
                {
                    "path": "container.pages.last",
                    "from": null,
                    "to": "09"
                },
                {
                    "path": "container.titles.0.type",
                    "from": null,
                    "to": "PrincipalTitle"
                },
                {
                    "path": "container.titles.0.value",
                    "from": null,
                    "to": "Journal of Science & Technology"
                },
                {
                    "path": "container.type",
                    "from": null,
                    "to": "Journal"
                },
                {
                    "path": "container.volume",
                    "from": null,
                    "to": "06"
                },
                {
                    "path": "dates.date_type",
                    "from": null,
                    "to": "PublicationDate"
                },
                {
                    "path": "dates.online",
                    "from": null,
                    "to": "2021-12-07"
                },
                {
                    "path": "dates.published",
                    "from": null,
                    "to": "2021-12-07"
                },
                {
                    "path": "doi",
                    "from": null,
                    "to": "10.46243/jst.2021.v6.i6.pp01-09"
                },
                {
                    "path": "format",
                    "from": null,
                    "to": "smartscholars-doi-metadata/1.0"
                },
                {
                    "path": "identifiers.0.type",
                    "from": null,
                    "to": "DOI"
                },
                {
                    "path": "identifiers.0.value",
                    "from": null,
                    "to": "10.46243/jst.2021.v6.i6.pp01-09"
                },
                {
                    "path": "language",
                    "from": null,
                    "to": "en"
                },
                {
                    "path": "license.applies_to",
                    "from": null,
                    "to": "vor"
                },
                {
                    "path": "license.start",
                    "from": null,
                    "to": "2021-12-07"
                },
                {
                    "path": "license.url",
                    "from": null,
                    "to": "https://creativecommons.org/licenses/by/4.0/"
                },
                {
                    "path": "links.0.primary",
                    "from": null,
                    "to": true
                },
                {
                    "path": "links.0.return_type",
                    "from": null,
                    "to": "text/html"
                },
                {
                    "path": "links.0.url",
                    "from": null,
                    "to": "https://www.jst.org.in/index.php/pub/article/view/468"
                },
                {
                    "path": "links.1.purpose",
                    "from": null,
                    "to": "text-mining"
                },
                {
                    "path": "links.1.return_type",
                    "from": null,
                    "to": "application/pdf"
                },
                {
                    "path": "links.1.url",
                    "from": null,
                    "to": "https://www.jst.org.in/index.php/pub/article/download/468/413"
                },
                {
                    "path": "links.2.purpose",
                    "from": null,
                    "to": "text-mining"
                },
                {
                    "path": "links.2.return_type",
                    "from": null,
                    "to": "application/xml"
                },
                {
                    "path": "links.2.url",
                    "from": null,
                    "to": "https://www.jst.org.in/index.php/pub/article/download/468/2387"
                },
                {
                    "path": "links.3.purpose",
                    "from": null,
                    "to": "similarity-checking"
                },
                {
                    "path": "links.3.url",
                    "from": null,
                    "to": "https://www.jst.org.in/index.php/pub/article/view/468/413"
                },
                {
                    "path": "modes.0",
                    "from": null,
                    "to": "Visual"
                },
                {
                    "path": "record.issue_number",
                    "from": null,
                    "to": 1
                },
                {
                    "path": "record.registered",
                    "from": null,
                    "to": "2026-09-08"
                },
                {
                    "path": "record.registrant",
                    "from": null,
                    "to": "Longman Publishers"
                },
                {
                    "path": "record.source",
                    "from": null,
                    "to": "crossref-api"
                },
                {
                    "path": "record.source_agency",
                    "from": null,
                    "to": "Crossref (member 25296)"
                },
                {
                    "path": "record.updated",
                    "from": null,
                    "to": "2026-09-20"
                },
                {
                    "path": "references.0.key",
                    "from": null,
                    "to": "ref1"
                },
                {
                    "path": "references.0.unstructured",
                    "from": null,
                    "to": "Zhou Xiaodong, Li Yajie, Yue Xiaofeng, et al. (2010) Study on the Method of Automobile Instrument Pointer Recognition [J]. Journal of Changchun University of Technology, vol. 31, no. 1. pp. 32 ~ 36 (In Chinese) [3][Online].Available:http://wenku.baidu.com/view/494b9d29bd64783e09122bec.html (In Chinese) [4][Online].Available:http://wenku.baidu.com/view/3856f3adaef8941ea76e05a1.html (in Chinese)"
                },
                {
                    "path": "references.1.doi",
                    "from": null,
                    "to": "10.1016/0893-6080(88)90021-4"
                },
                {
                    "path": "references.1.key",
                    "from": null,
                    "to": "ref2"
                },
                {
                    "path": "references.1.unstructured",
                    "from": null,
                    "to": "Grasberg S. Nonlinear neural networks: principles, mechanisms, and architectures, Neural Network,1"
                },
                {
                    "path": "references.2.doi",
                    "from": null,
                    "to": "10.1109/31.7601"
                },
                {
                    "path": "references.2.key",
                    "from": null,
                    "to": "ref3"
                },
                {
                    "path": "references.2.unstructured",
                    "from": null,
                    "to": "Chua L.,Yang L. (1988) Cellular neural network: Theory and Applications. IEEE Transactions on Circuits Systems I, vol. 35, no. 10. pp. 1273–1290"
                },
                {
                    "path": "references.3.doi",
                    "from": null,
                    "to": "10.1016/j.desal.2012.02.002"
                },
                {
                    "path": "references.3.key",
                    "from": null,
                    "to": "ref4"
                },
                {
                    "path": "references.3.unstructured",
                    "from": null,
                    "to": "Jing G, Du W, Guo Y. (2012) Studies on prediction of separation percent in electrodialysis process via BP neural separation and improved BP algorithm. Desalination,vol. 291, no. 2. pp. 78-93"
                },
                {
                    "path": "references.4.key",
                    "from": null,
                    "to": "ref5"
                },
                {
                    "path": "references.4.unstructured",
                    "from": null,
                    "to": "MAO Qing-hua. (2003) Application of Artificial Neural Network in Aerospace Experiment Effectiveness Evaluation. Automation of Theory & Applications"
                },
                {
                    "path": "referent",
                    "from": null,
                    "to": "Creation"
                },
                {
                    "path": "structural_type",
                    "from": null,
                    "to": "Digital"
                },
                {
                    "path": "titles.0.lang",
                    "from": null,
                    "to": "en"
                },
                {
                    "path": "titles.0.type",
                    "from": null,
                    "to": "PrincipalTitle"
                },
                {
                    "path": "titles.0.value",
                    "from": null,
                    "to": "Implementation of Multiple Test Paper Score Cumulating System based on Digital Image Processing"
                },
                {
                    "path": "type",
                    "from": null,
                    "to": "JournalArticle"
                }
            ],
            "record_after": {
                "format": "smartscholars-doi-metadata/1.0",
                "doi": "10.46243/jst.2021.v6.i6.pp01-09",
                "referent": "Creation",
                "type": "JournalArticle",
                "structural_type": "Digital",
                "modes": [
                    "Visual"
                ],
                "characters": [
                    "Language"
                ],
                "titles": [
                    {
                        "value": "Implementation of Multiple Test Paper Score Cumulating System based on Digital Image Processing",
                        "type": "PrincipalTitle",
                        "lang": "en"
                    }
                ],
                "identifiers": [
                    {
                        "type": "DOI",
                        "value": "10.46243/jst.2021.v6.i6.pp01-09"
                    }
                ],
                "agents": [
                    {
                        "role": "author",
                        "name": {
                            "given": "Dr.T.",
                            "family": "Somassoundaram"
                        },
                        "sequence": "first"
                    },
                    {
                        "role": "publisher",
                        "name": {
                            "org": "Longman Publishers"
                        }
                    }
                ],
                "dates": {
                    "published": "2021-12-07",
                    "date_type": "PublicationDate",
                    "online": "2021-12-07"
                },
                "language": "en",
                "container": {
                    "type": "Journal",
                    "titles": [
                        {
                            "value": "Journal of Science & Technology",
                            "type": "PrincipalTitle"
                        }
                    ],
                    "identifiers": [
                        {
                            "type": "ISSN",
                            "value": "2456-5660",
                            "medium": "electronic"
                        }
                    ],
                    "volume": "06",
                    "issue": "06",
                    "pages": {
                        "first": "01",
                        "last": "09"
                    }
                },
                "links": [
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/view/468",
                        "return_type": "text/html",
                        "primary": true
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/download/468/413",
                        "purpose": "text-mining",
                        "return_type": "application/pdf"
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/download/468/2387",
                        "purpose": "text-mining",
                        "return_type": "application/xml"
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/view/468/413",
                        "purpose": "similarity-checking"
                    }
                ],
                "abstract": {
                    "value": "In this paper, through the study of the cumulating system and the final realization process of the accumulation system, the workload of teachers is reduced. This paper studies the implementation of handwritten scores cumulating in test papers. Multiple test paper scores are cumulated based on digital image processing on MATLAB programming platform. The features are extracted and character is identified by analyzing its features and comparing its features that distinguish each character. Besides, the accuracy of the results of the cumulating system is high as the reasonable image processing methods. In the meantime the experimental program is relatively simple with high efficiency under certain requirements.",
                    "lang": "en"
                },
                "license": {
                    "url": "https://creativecommons.org/licenses/by/4.0/",
                    "start": "2021-12-07",
                    "applies_to": "vor"
                },
                "references": [
                    {
                        "key": "ref1",
                        "unstructured": "Zhou Xiaodong, Li Yajie, Yue Xiaofeng, et al. (2010) Study on the Method of Automobile Instrument Pointer Recognition [J]. Journal of Changchun University of Technology, vol. 31, no. 1. pp. 32 ~ 36 (In Chinese) [3][Online].Available:http://wenku.baidu.com/view/494b9d29bd64783e09122bec.html (In Chinese) [4][Online].Available:http://wenku.baidu.com/view/3856f3adaef8941ea76e05a1.html (in Chinese)"
                    },
                    {
                        "key": "ref2",
                        "doi": "10.1016/0893-6080(88)90021-4",
                        "unstructured": "Grasberg S. Nonlinear neural networks: principles, mechanisms, and architectures, Neural Network,1"
                    },
                    {
                        "key": "ref3",
                        "doi": "10.1109/31.7601",
                        "unstructured": "Chua L.,Yang L. (1988) Cellular neural network: Theory and Applications. IEEE Transactions on Circuits Systems I, vol. 35, no. 10. pp. 1273–1290"
                    },
                    {
                        "key": "ref4",
                        "doi": "10.1016/j.desal.2012.02.002",
                        "unstructured": "Jing G, Du W, Guo Y. (2012) Studies on prediction of separation percent in electrodialysis process via BP neural separation and improved BP algorithm. Desalination,vol. 291, no. 2. pp. 78-93"
                    },
                    {
                        "key": "ref5",
                        "unstructured": "MAO Qing-hua. (2003) Application of Artificial Neural Network in Aerospace Experiment Effectiveness Evaluation. Automation of Theory & Applications"
                    }
                ],
                "record": {
                    "registrant": "Longman Publishers",
                    "registered": "2026-09-08",
                    "updated": "2026-09-20",
                    "issue_number": 1,
                    "source": "crossref-api",
                    "source_agency": "Crossref (member 25296)"
                }
            },
            "url_after": "https://www.jst.org.in/index.php/pub/article/view/468",
            "sha256_before": null,
            "sha256_after": "d21875ed01e7433ccccc39dc38f80a59062cabf4af971bfbfdd9e0f6c5f82630"
        },
        {
            "seq": 2,
            "kind": "update",
            "at": "2026-09-29 23:59:57",
            "by": "Administrator (admin)",
            "by_kind": "user",
            "note": "record re-read from api.crossref.org",
            "changes": [
                {
                    "path": "container.titles.0.value",
                    "from": "Journal of Science & Technology",
                    "to": "Journal of Science & Technology"
                }
            ],
            "record_after": {
                "format": "smartscholars-doi-metadata/1.0",
                "doi": "10.46243/jst.2021.v6.i6.pp01-09",
                "referent": "Creation",
                "type": "JournalArticle",
                "structural_type": "Digital",
                "modes": [
                    "Visual"
                ],
                "characters": [
                    "Language"
                ],
                "titles": [
                    {
                        "value": "Implementation of Multiple Test Paper Score Cumulating System based on Digital Image Processing",
                        "type": "PrincipalTitle",
                        "lang": "en"
                    }
                ],
                "identifiers": [
                    {
                        "type": "DOI",
                        "value": "10.46243/jst.2021.v6.i6.pp01-09"
                    }
                ],
                "agents": [
                    {
                        "role": "author",
                        "name": {
                            "given": "Dr.T.",
                            "family": "Somassoundaram"
                        },
                        "sequence": "first"
                    },
                    {
                        "role": "publisher",
                        "name": {
                            "org": "Longman Publishers"
                        }
                    }
                ],
                "dates": {
                    "published": "2021-12-07",
                    "date_type": "PublicationDate",
                    "online": "2021-12-07"
                },
                "language": "en",
                "container": {
                    "type": "Journal",
                    "titles": [
                        {
                            "value": "Journal of Science & Technology",
                            "type": "PrincipalTitle"
                        }
                    ],
                    "identifiers": [
                        {
                            "type": "ISSN",
                            "value": "2456-5660",
                            "medium": "electronic"
                        }
                    ],
                    "volume": "06",
                    "issue": "06",
                    "pages": {
                        "first": "01",
                        "last": "09"
                    }
                },
                "links": [
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/view/468",
                        "return_type": "text/html",
                        "primary": true
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/download/468/413",
                        "purpose": "text-mining",
                        "return_type": "application/pdf"
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/download/468/2387",
                        "purpose": "text-mining",
                        "return_type": "application/xml"
                    },
                    {
                        "url": "https://www.jst.org.in/index.php/pub/article/view/468/413",
                        "purpose": "similarity-checking"
                    }
                ],
                "abstract": {
                    "value": "In this paper, through the study of the cumulating system and the final realization process of the accumulation system, the workload of teachers is reduced. This paper studies the implementation of handwritten scores cumulating in test papers. Multiple test paper scores are cumulated based on digital image processing on MATLAB programming platform. The features are extracted and character is identified by analyzing its features and comparing its features that distinguish each character. Besides, the accuracy of the results of the cumulating system is high as the reasonable image processing methods. In the meantime the experimental program is relatively simple with high efficiency under certain requirements.",
                    "lang": "en"
                },
                "license": {
                    "url": "https://creativecommons.org/licenses/by/4.0/",
                    "start": "2021-12-07",
                    "applies_to": "vor"
                },
                "references": [
                    {
                        "key": "ref1",
                        "unstructured": "Zhou Xiaodong, Li Yajie, Yue Xiaofeng, et al. (2010) Study on the Method of Automobile Instrument Pointer Recognition [J]. Journal of Changchun University of Technology, vol. 31, no. 1. pp. 32 ~ 36 (In Chinese) [3][Online].Available:http://wenku.baidu.com/view/494b9d29bd64783e09122bec.html (In Chinese) [4][Online].Available:http://wenku.baidu.com/view/3856f3adaef8941ea76e05a1.html (in Chinese)"
                    },
                    {
                        "key": "ref2",
                        "doi": "10.1016/0893-6080(88)90021-4",
                        "unstructured": "Grasberg S. Nonlinear neural networks: principles, mechanisms, and architectures, Neural Network,1"
                    },
                    {
                        "key": "ref3",
                        "doi": "10.1109/31.7601",
                        "unstructured": "Chua L.,Yang L. (1988) Cellular neural network: Theory and Applications. IEEE Transactions on Circuits Systems I, vol. 35, no. 10. pp. 1273–1290"
                    },
                    {
                        "key": "ref4",
                        "doi": "10.1016/j.desal.2012.02.002",
                        "unstructured": "Jing G, Du W, Guo Y. (2012) Studies on prediction of separation percent in electrodialysis process via BP neural separation and improved BP algorithm. Desalination,vol. 291, no. 2. pp. 78-93"
                    },
                    {
                        "key": "ref5",
                        "unstructured": "MAO Qing-hua. (2003) Application of Artificial Neural Network in Aerospace Experiment Effectiveness Evaluation. Automation of Theory & Applications"
                    }
                ],
                "record": {
                    "registrant": "Longman Publishers",
                    "registered": "2026-09-08",
                    "updated": "2026-09-20",
                    "issue_number": 1,
                    "source": "crossref-api",
                    "source_agency": "Crossref (member 25296)"
                }
            },
            "url_after": "https://www.jst.org.in/index.php/pub/article/view/468",
            "sha256_before": "d21875ed01e7433ccccc39dc38f80a59062cabf4af971bfbfdd9e0f6c5f82630",
            "sha256_after": "4ff9b635b1519244f17ac0fc9ee32692bcaf851ee355b8d36b9d308163ecb4d0"
        }
    ]
}