{"id":"https://openalex.org/W3094124936","doi":"https://doi.org/10.1109/tale48000.2019.9225968","title":"Educational Group Recommendations By Learning Group Expectations","display_name":"Educational Group Recommendations By Learning Group Expectations","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3094124936","doi":"https://doi.org/10.1109/tale48000.2019.9225968","mag":"3094124936"},"language":"en","primary_location":{"id":"doi:10.1109/tale48000.2019.9225968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48000.2019.9225968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Engineering, Technology and Education (TALE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5051900701","display_name":"Yong Zheng","orcid":"https://orcid.org/0000-0003-4990-4580"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yong Zheng","raw_affiliation_strings":["School of Applied Technology, Illinois Institute of Technology, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Technology, Illinois Institute of Technology, Chicago, USA","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051900701"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":0.2195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55832111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9610000252723694,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.791386067867279},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.768294095993042},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7213011384010315},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.688649594783783},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5934040546417236},{"id":"https://openalex.org/keywords/group-learning","display_name":"Group learning","score":0.4817364513874054},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.425203800201416},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.402136892080307},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36793142557144165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35096579790115356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3247774839401245},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.18590617179870605},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07476672530174255},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07178157567977905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791386067867279},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.768294095993042},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7213011384010315},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.688649594783783},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5934040546417236},{"id":"https://openalex.org/C2983025851","wikidata":"https://www.wikidata.org/wiki/Q1040098","display_name":"Group learning","level":2,"score":0.4817364513874054},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.425203800201416},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.402136892080307},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36793142557144165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35096579790115356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3247774839401245},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.18590617179870605},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07476672530174255},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07178157567977905},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale48000.2019.9225968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48000.2019.9225968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Engineering, Technology and Education (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W196422389","https://openalex.org/W1486562431","https://openalex.org/W1587294773","https://openalex.org/W1820051232","https://openalex.org/W1936100331","https://openalex.org/W1968012964","https://openalex.org/W1969147614","https://openalex.org/W1989807148","https://openalex.org/W2054141820","https://openalex.org/W2059440906","https://openalex.org/W2084127140","https://openalex.org/W2129642308","https://openalex.org/W2146936057","https://openalex.org/W2154342054","https://openalex.org/W2165299997","https://openalex.org/W2199058847","https://openalex.org/W2406582849","https://openalex.org/W2568009389","https://openalex.org/W2594080473","https://openalex.org/W2792778949","https://openalex.org/W2795017636","https://openalex.org/W2819638497","https://openalex.org/W2909739445","https://openalex.org/W2942878061","https://openalex.org/W2943805588","https://openalex.org/W2952153373","https://openalex.org/W6607940113","https://openalex.org/W6749935385"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W2186261836","https://openalex.org/W2051498507","https://openalex.org/W2199744413","https://openalex.org/W2396424430"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"(RS)":[2],"can":[3,112],"assist":[4],"users":[5],"by":[6,97,135],"producing":[7],"a":[8,66,72,80,137],"list":[9],"of":[10,24,28,46,68,71,100,129],"recommended":[11],"items":[12,64],"tailored":[13],"to":[14,62,65,92,118],"user":[15],"preferences.":[16,103],"It":[17],"has":[18,43],"been":[19,44],"used":[20],"in":[21,50],"the":[22,29,47,55,94,101,114,120,127],"area":[23],"educations":[25],"as":[26],"one":[27,45],"technology-enhanced":[30],"learning":[31,35,42,51],"techniques,":[32],"e.g.,":[33],"recommending":[34],"materials":[36],"or":[37],"suggesting":[38],"after-school":[39],"programs.":[40],"Group":[41],"popular":[48],"ways":[49],"and":[52,110],"teaching,":[53],"while":[54],"group":[56,67,82,95,122,132],"recommender":[57],"system":[58],"(GRS)":[59],"is":[60,90,107],"able":[61,91],"recommend":[63],"users,":[69],"instead":[70],"single":[73],"user.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78,111],"propose":[79],"novel":[81],"recommendation":[83,133],"model":[84,89],"for":[85],"educational":[86],"recommendations.":[87,123],"The":[88,104],"learn":[93],"expectations":[96],"taking":[98],"advantage":[99],"multicriteria":[102],"proposed":[105,131],"method":[106],"general":[108],"enough,":[109],"reuse":[113],"existing":[115],"aggregating":[116],"strategies":[117],"produce":[119],"top-N":[121],"Our":[124],"results":[125],"demonstrate":[126],"effectiveness":[128],"our":[130],"models":[134],"using":[136],"real-world":[138],"data":[139],"set.":[140]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}