{"id":"https://openalex.org/W2997471407","doi":"https://doi.org/10.1007/978-981-32-9343-4_41","title":"Using Machine Learning Advances to Unravel Patterns in Subject Areas and Performances of University Students with Special Educational Needs and Disabilities (MALSEND): A Conceptual Approach","display_name":"Using Machine Learning Advances to Unravel Patterns in Subject Areas and Performances of University Students with Special Educational Needs and Disabilities (MALSEND): A Conceptual Approach","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2997471407","doi":"https://doi.org/10.1007/978-981-32-9343-4_41","mag":"2997471407"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-32-9343-4_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-32-9343-4_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.solent.ac.uk/en/publications/a75d621b-bafd-4261-9b30-c7cfc781deb3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065274201","display_name":"Drishty Sobnath","orcid":"https://orcid.org/0000-0001-7799-2149"},"institutions":[{"id":"https://openalex.org/I156118397","display_name":"Southampton Solent University","ror":"https://ror.org/05xydav19","country_code":"GB","type":"education","lineage":["https://openalex.org/I156118397"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Drishty Sobnath","raw_affiliation_strings":["Solent University, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Solent University, Southampton, UK","institution_ids":["https://openalex.org/I156118397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038111332","display_name":"Sakirulai Olufemi Isiaq","orcid":"https://orcid.org/0000-0003-3622-7680"},"institutions":[{"id":"https://openalex.org/I156118397","display_name":"Southampton Solent University","ror":"https://ror.org/05xydav19","country_code":"GB","type":"education","lineage":["https://openalex.org/I156118397"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sakirulai Olufemi Isiaq","raw_affiliation_strings":["Solent University, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Solent University, Southampton, UK","institution_ids":["https://openalex.org/I156118397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089177978","display_name":"Ikram Ur Rehman","orcid":"https://orcid.org/0000-0003-0115-9024"},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ikram Ur Rehman","raw_affiliation_strings":["School of Computing and Engineering, University of West London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of West London, London, UK","institution_ids":["https://openalex.org/I177463362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087365655","display_name":"Moustafa M. Nasralla","orcid":"https://orcid.org/0000-0002-6511-1460"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Moustafa M. Nasralla","raw_affiliation_strings":["Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5785,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91857411,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"509","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5807619094848633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4957338571548462},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4566868543624878},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40791717171669006},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.1850380003452301}],"concepts":[{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5807619094848633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4957338571548462},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4566868543624878},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40791717171669006},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.1850380003452301}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-981-32-9343-4_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-32-9343-4_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire/a75d621b-bafd-4261-9b30-c7cfc781deb3","is_oa":true,"landing_page_url":"https://pure.solent.ac.uk/en/publications/a75d621b-bafd-4261-9b30-c7cfc781deb3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402589","display_name":"Solent University Research Portal (Solent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I156118397","host_organization_name":"Southampton Solent University","host_organization_lineage":["https://openalex.org/I156118397"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sobnath, D, Isiaq, S, Rehman, I & Nasralla, M 2020, Using Machine Learning advances to unravel patterns in subject areas and performances of university students with Special Educational Needs and Disabilities (MALSEND): A conceptual Approach. in Fourth International Congress on Information and Communication Technology (ICICT 2019). vol. 1027, Advances in Intelligent Systems and Computing (AISC), Springer Singapore, pp. 509-517. https://doi.org/10.1007/978-981-32-9343-4_41","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:repository.uwl.ac.uk:6226","is_oa":false,"landing_page_url":"https://orcid.org/0000-0003-0115-9024","pdf_url":null,"source":{"id":"https://openalex.org/S4306402477","display_name":"UWL Repository (University of West London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177463362","host_organization_name":"University of West London","host_organization_lineage":["https://openalex.org/I177463362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:ssudl.solent.ac.uk:4021","is_oa":false,"landing_page_url":"https://ssudl.solent.ac.uk/id/eprint/4021/1/conference_MALSEND_v6.docx","pdf_url":null,"source":{"id":"https://openalex.org/S4406922787","display_name":"Southampton Solent University Digital Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},{"id":"pmh:oai:pure.atira.dk:publications/a75d621b-bafd-4261-9b30-c7cfc781deb3","is_oa":false,"landing_page_url":"https://www.mendeley.com/catalogue/08e6b748-4558-39fd-9f4f-0f1cbc14a18d/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402589","display_name":"Solent University Research Portal (Solent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I156118397","host_organization_name":"Southampton Solent University","host_organization_lineage":["https://openalex.org/I156118397"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/a75d621b-bafd-4261-9b30-c7cfc781deb3","is_oa":true,"landing_page_url":"https://pure.solent.ac.uk/en/publications/a75d621b-bafd-4261-9b30-c7cfc781deb3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402589","display_name":"Solent University Research Portal (Solent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I156118397","host_organization_name":"Southampton Solent University","host_organization_lineage":["https://openalex.org/I156118397"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sobnath, D, Isiaq, S, Rehman, I & Nasralla, M 2020, Using Machine Learning advances to unravel patterns in subject areas and performances of university students with Special Educational Needs and Disabilities (MALSEND): A conceptual Approach. in Fourth International Congress on Information and Communication Technology (ICICT 2019). vol. 1027, Advances in Intelligent Systems and Computing (AISC), Springer Singapore, pp. 509-517. https://doi.org/10.1007/978-981-32-9343-4_41","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W13474624","https://openalex.org/W1528081447","https://openalex.org/W1901616594","https://openalex.org/W1985620533","https://openalex.org/W2067476614","https://openalex.org/W2099823568","https://openalex.org/W2134089414","https://openalex.org/W2255539840","https://openalex.org/W2327919807","https://openalex.org/W2542650580","https://openalex.org/W2732236724","https://openalex.org/W2752599944","https://openalex.org/W2768308633","https://openalex.org/W2802772536","https://openalex.org/W4327517768"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W2392013855","https://openalex.org/W4318064328","https://openalex.org/W2357926602","https://openalex.org/W3200517220","https://openalex.org/W2374569605","https://openalex.org/W2386062718","https://openalex.org/W4393047559"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}