{"id":"https://openalex.org/W4399147087","doi":"https://doi.org/10.1145/3637989.3637997","title":"Mathematics Motivation Success Optimization in Higher Education: Novel Graph-Based Visualization of Three Models","display_name":"Mathematics Motivation Success Optimization in Higher Education: Novel Graph-Based Visualization of Three Models","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4399147087","doi":"https://doi.org/10.1145/3637989.3637997"},"language":"en","primary_location":{"id":"doi:10.1145/3637989.3637997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637989.3637997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Education and E-Learning","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026642772","display_name":"Mohamad Mustafa Hammoudi","orcid":"https://orcid.org/0000-0001-5546-2841"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mohamad Mustafa Hammoudi","raw_affiliation_strings":["Abu Dhabi University, UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084794711","display_name":"Sofiane Grira","orcid":"https://orcid.org/0000-0001-7631-8478"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sofiane Grira","raw_affiliation_strings":["Abu Dhabi University, UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098934133","display_name":"Yasmina Alseksek","orcid":"https://orcid.org/0009-0009-9163-2989"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Yasmina Alseksek","raw_affiliation_strings":["Abu Dhabi University, UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026642772"],"corresponding_institution_ids":["https://openalex.org/I117222138"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27525678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"138","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11400","display_name":"Motivation and Self-Concept in Sports","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7153484225273132},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6431279182434082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5330326557159424},{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.5183966755867004},{"id":"https://openalex.org/keywords/motivation-to-learn","display_name":"Motivation to learn","score":0.450137734413147},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4300641417503357},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2307330071926117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22105199098587036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2114357352256775},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08833292126655579}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7153484225273132},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6431279182434082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5330326557159424},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.5183966755867004},{"id":"https://openalex.org/C3018311702","wikidata":"https://www.wikidata.org/wiki/Q1362435","display_name":"Motivation to learn","level":2,"score":0.450137734413147},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4300641417503357},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2307330071926117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22105199098587036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2114357352256775},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08833292126655579},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637989.3637997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637989.3637997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Education and E-Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1607150276","https://openalex.org/W2018255452","https://openalex.org/W2039969225","https://openalex.org/W2113346546","https://openalex.org/W2116104304","https://openalex.org/W2116249458","https://openalex.org/W2161412960","https://openalex.org/W2170899200","https://openalex.org/W2187126656","https://openalex.org/W2322206273","https://openalex.org/W2895403437","https://openalex.org/W2989156043","https://openalex.org/W3036583532","https://openalex.org/W3083457042","https://openalex.org/W3171504062","https://openalex.org/W4251282533"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W3123892624","https://openalex.org/W3118362053"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,27,43,49],"optimize":[4],"students'":[5],"motivation":[6,18,29,106,125],"for":[7,30,102,105,126],"success":[8,31],"in":[9,32,60,85,107,123],"mathematical":[10,127],"courses":[11],"at":[12],"universities":[13],"by":[14],"framing":[15],"three":[16,39],"conceptual":[17],"models.":[19],"Each":[20],"model":[21],"reflects":[22],"certain":[23],"factors":[24,46],"that":[25,47,91],"contribute":[26,48],"students\u2019":[28,51],"mathematics.":[33],"Unpreceded":[34],"graphical":[35],"visualization":[36],"of":[37,120],"the":[38,61,65,92,99,121,124],"models":[40,55,97,114],"is":[41],"integrated":[42],"analyze":[44],"specific":[45],"optimizing":[50],"motivation.":[52],"The":[53,67,109],"proposed":[54],"will":[56],"benefit":[57],"multiple":[58],"entities":[59],"educational":[62],"field":[63],"around":[64],"world.":[66],"research":[68],"method":[69],"was":[70],"designed":[71],"following":[72],"a":[73],"quantitative":[74],"approach,":[75],"which":[76],"comprised":[77],"366":[78],"female":[79],"and":[80,95,112,118],"319":[81],"male":[82],"students":[83],"enrolled":[84],"several":[86],"mathematics":[87],"courses.":[88],"Results":[89],"indicated":[90],"third,":[93],"second,":[94],"first":[96],"are":[98],"most":[100],"adequate":[101],"describing":[103],"elements":[104],"order.":[108],"first,":[110],"second":[111],"third":[113],"explained":[115],"65%,":[116],"66.3%,":[117],"71.3%":[119],"variations":[122],"success.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
