{"id":"https://openalex.org/W2551415373","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737837","title":"Exploring technology integration in education using fuzzy representation and feature selection","display_name":"Exploring technology integration in education using fuzzy representation and feature selection","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2551415373","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737837","mag":"2551415373"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5101445040","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-1317-8142"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jie Yang","raw_affiliation_strings":["SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020663450","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-4195-7760"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006168870","display_name":"Sarah Howard","orcid":"https://orcid.org/0000-0002-9690-2134"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sarah K. Howard","raw_affiliation_strings":["Faculty of Social Science, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Social Science, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101445040"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.5695,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81736981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"147","issue":null,"first_page":"1288","last_page":"1293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9460999965667725,"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":0.9460999965667725,"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"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9430999755859375,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9424999952316284,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6968898177146912},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6426917910575867},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.626834511756897},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5619699358940125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5435277819633484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526260495185852},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5081028938293457},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48778897523880005},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4695226550102234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968898177146912},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6426917910575867},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.626834511756897},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5619699358940125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5435277819633484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526260495185852},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5081028938293457},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48778897523880005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4695226550102234},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:ro.uow.edu.au:smartpapers-1214","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/smartpapers/187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SMART Infrastructure Facility - Papers","raw_type":"presentation"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1539947443","https://openalex.org/W1583700199","https://openalex.org/W1898259180","https://openalex.org/W1966165526","https://openalex.org/W1973326088","https://openalex.org/W2004524704","https://openalex.org/W2049701239","https://openalex.org/W2064141926","https://openalex.org/W2071200009","https://openalex.org/W2087213928","https://openalex.org/W2097323375","https://openalex.org/W2103519107","https://openalex.org/W2105877514","https://openalex.org/W2109449402","https://openalex.org/W2149620660","https://openalex.org/W2154053567","https://openalex.org/W2160074925","https://openalex.org/W2481052802","https://openalex.org/W2912565176","https://openalex.org/W3103827634","https://openalex.org/W3120740533","https://openalex.org/W4211007335","https://openalex.org/W6632458873","https://openalex.org/W6788247690"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Digital":[0],"technology":[1,34],"integration":[2],"in":[3,17],"schools":[4],"and":[5,11,41,67,79,99,176],"what":[6],"this":[7,64],"means":[8],"for":[9,52],"teaching":[10],"learning":[12],"plays":[13],"an":[14],"significant":[15],"role":[16],"shaping":[18],"the":[19,74,122,130,136,144,150,183],"education":[20],"environment.":[21],"There":[22],"has":[23,49],"been":[24,50],"a":[25,106,140,156],"growing":[26],"body":[27],"of":[28,39,76,149],"literature":[29],"addressing":[30],"students'":[31],"perceptions":[32],"towards":[33],"integration.":[35],"A":[36],"large":[37],"amount":[38],"student":[40,158],"teacher":[42],"self-reported":[43],"questionnaire":[44],"or":[45],"survey":[46,69,87,97],"data":[47],"therefore":[48],"collected":[51],"different":[53],"modelling":[54],"purposes.":[55],"Yet,":[56],"considerable":[57],"questions":[58],"are":[59],"still":[60],"remaining":[61],"due":[62],"to":[63,82,95,113,143,168],"huge-volume,":[65],"diversified":[66],"uncertain":[68],"data.":[70,88],"This":[71,117],"paper":[72],"demonstrates":[73],"use":[75],"fuzzy":[77,91],"representation":[78,92,124],"feature":[80,108],"selection":[81,109],"discover":[83,169],"unique":[84,170],"patterns":[85,171],"via":[86],"More":[89],"precisely,":[90],"is":[93,111,153,166],"used":[94,167],"quantify":[96],"response":[98,101],"reform":[100],"using":[102,155],"linguistic":[103],"expression.":[104],"Furthermore,":[105],"novel":[107],"algorithm":[110,185],"applied":[112],"identify":[114],"important":[115],"features.":[116],"proposed":[118,151,184],"algorithm,":[119],"based":[120],"on":[121],"sparse":[123],"model,":[125],"selects":[126],"features":[127,138],"that":[128,182],"minimize":[129],"residual":[131],"output":[132],"error":[133],"iteratively,":[134],"thus":[135],"resulting":[137],"have":[139],"direct":[141],"correspondence":[142],"given":[145],"problem.":[146],"The":[147,160],"efficiency":[148],"work":[152],"evaluated":[154],"state-level":[157],"survey.":[159],"employed":[161],"dataset":[162],"(N":[163],"=":[164],"8528)":[165],"among":[172],"computer":[173],"efficacy,":[174],"engagement":[175],"school":[177],"engagement.":[178],"Experimental":[179],"results":[180],"show":[181],"outperforms":[186],"traditional":[187],"approaches.":[188]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
