{"id":"https://openalex.org/W4281636377","doi":"https://doi.org/10.1145/3491140.3528320","title":"Math Discourse Linguistic Components (Cohesive Cues within a Math Discussion Board Discourse)","display_name":"Math Discourse Linguistic Components (Cohesive Cues within a Math Discussion Board Discourse)","publication_year":2022,"publication_date":"2022-05-31","ids":{"openalex":"https://openalex.org/W4281636377","doi":"https://doi.org/10.1145/3491140.3528320"},"language":"en","primary_location":{"id":"doi:10.1145/3491140.3528320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491140.3528320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM Conference on Learning @ Scale","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/A5029241620","display_name":"Michelle Banawan","orcid":"https://orcid.org/0000-0002-4647-4362"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Banawan","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059720020","display_name":"Jinnie Shin","orcid":"https://orcid.org/0000-0002-1012-0220"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinnie Shin","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035304424","display_name":"Renu Balyan","orcid":null},"institutions":[{"id":"https://openalex.org/I138168422","display_name":"SUNY Old Westbury","ror":"https://ror.org/02rrhsz92","country_code":"US","type":"education","lineage":["https://openalex.org/I138168422"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renu Balyan","raw_affiliation_strings":["SUNY, Old Westbury, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SUNY, Old Westbury, NY, USA","institution_ids":["https://openalex.org/I138168422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078414045","display_name":"Walter L. Leite","orcid":"https://orcid.org/0000-0001-7655-5668"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walter L. Leite","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081661094","display_name":"Danielle S. McNamara","orcid":"https://orcid.org/0000-0001-5869-1420"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle S. McNamara","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8749,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79992087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"389","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9970999956130981,"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":0.9970999956130981,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.9884999990463257,"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/cohesion","display_name":"Cohesion (chemistry)","score":0.7413778901100159},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5897188782691956},{"id":"https://openalex.org/keywords/discourse-analysis","display_name":"Discourse analysis","score":0.5216817855834961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5025231838226318},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4344090521335602},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3915870189666748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28189611434936523}],"concepts":[{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.7413778901100159},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5897188782691956},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.5216817855834961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5025231838226318},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4344090521335602},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3915870189666748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28189611434936523},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3491140.3528320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491140.3528320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G3239287853","display_name":null,"funder_award_id":"R305C160004","funder_id":"https://openalex.org/F4320332210","funder_display_name":"Institute of Education Sciences"}],"funders":[{"id":"https://openalex.org/F4320332210","display_name":"Institute of Education Sciences","ror":"https://ror.org/04et59085"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W120068370","https://openalex.org/W189026518","https://openalex.org/W1507711477","https://openalex.org/W1528486269","https://openalex.org/W1567682326","https://openalex.org/W1601076582","https://openalex.org/W1966165526","https://openalex.org/W1972726473","https://openalex.org/W1985028532","https://openalex.org/W1985221498","https://openalex.org/W2024722430","https://openalex.org/W2029131044","https://openalex.org/W2049914204","https://openalex.org/W2063202923","https://openalex.org/W2076846093","https://openalex.org/W2086830439","https://openalex.org/W2092431414","https://openalex.org/W2099833153","https://openalex.org/W2103998797","https://openalex.org/W2106695994","https://openalex.org/W2111205609","https://openalex.org/W2138477560","https://openalex.org/W2161765107","https://openalex.org/W2168074817","https://openalex.org/W2182896213","https://openalex.org/W2184250475","https://openalex.org/W2280639635","https://openalex.org/W2337625034","https://openalex.org/W2341007060","https://openalex.org/W2398973842","https://openalex.org/W2400388976","https://openalex.org/W2470246910","https://openalex.org/W2484187659","https://openalex.org/W2523671894","https://openalex.org/W2529130202","https://openalex.org/W2593012243","https://openalex.org/W2593721955","https://openalex.org/W2619040697","https://openalex.org/W2797267599","https://openalex.org/W2809359827","https://openalex.org/W2892892169","https://openalex.org/W2900628934","https://openalex.org/W2903330570","https://openalex.org/W2948008867","https://openalex.org/W2974333109","https://openalex.org/W3154362623","https://openalex.org/W4247096695","https://openalex.org/W4253414910","https://openalex.org/W6607730894","https://openalex.org/W6656743815","https://openalex.org/W6767685839"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2217121926","https://openalex.org/W2356003553","https://openalex.org/W1534130421","https://openalex.org/W2346502948","https://openalex.org/W2375916395","https://openalex.org/W2367499504","https://openalex.org/W4386328319","https://openalex.org/W3039123250"],"abstract_inverted_index":{"This":[0,19],"study":[1,47,78],"presents":[2],"the":[3,29,37,51,95,133,136,146,151,155,164,193,197,201,223],"results":[4],"of":[5,10,31,45,53,71,94,132,142,157,189,230],"a":[6,61],"computational":[7],"discourse":[8,38,98,167,203,227],"analysis":[9,121],"discussion":[11,62,67,96,165],"threads":[12],"within":[13,60,82,192,200,237],"an":[14,83],"online":[15,84],"Math":[16,124,202,224],"tutoring":[17,88],"platform.":[18],"work":[20,26],"is":[21,48,56],"theoretically":[22],"motivated":[23],"by":[24],"prior":[25],"that":[27,55,145,162],"established":[28],"importance":[30],"linguistic":[32,109,147,160,194],"and":[33,58,77,86,116,139,154,178,184,210,215,234],"semantic":[34],"features":[35,110,148],"in":[36,39,135,228,232],"mathematics":[40],"education.":[41],"The":[42,66,119,159,187],"end":[43],"goal":[44,153],"this":[46],"to":[49,112],"understand":[50],"characteristics":[52],"language":[54,114],"produced":[57],"used":[59],"board":[63,68,97,166],"for":[64,90],"math.":[65,91],"corpus":[69],"comprises":[70],"posts":[72],"from":[73],"4,720":[74],"students,":[75],"teachers,":[76],"experts":[79],"who":[80],"interacted":[81],"teaching":[85],"learning":[87],"platform":[89],"Linguistic":[92,126],"profiles":[93,161,195],"were":[99],"estimated":[100],"using":[101],"Principal":[102],"Component":[103],"Analysis":[104],"(PCA)":[105],"based":[106],"on":[107],"Coh-Metrix":[108],"related":[111],"cohesion,":[113,170],"sophistication,":[115],"lexical":[117,175],"characteristics.":[118],"PCA":[120],"yielded":[122],"seven":[123],"Discourse":[125],"Components,":[127],"which":[128],"collectively":[129],"explained":[130],"49%":[131],"variance":[134],"dataset.":[137],"Theoretical":[138],"conceptual":[140],"validation":[141],"components":[143,221],"revealed":[144],"align":[149],"with":[150],"communication":[152,198,238],"nature":[156],"mathematics.":[158],"characterized":[163],"included":[168],"referential":[169],"information":[171],"density,":[172],"instructional":[173],"language,":[174],"variation,":[176],"compare":[177,209],"contrast":[179],"devices,":[180,183],"explicit":[181,213],"relations":[182],"syntactic":[185],"complexity.":[186],"dominance":[188],"cohesive":[190,233],"cues":[191,236],"demonstrate":[196],"goals":[199],"such":[204],"as":[205],"elaboration,":[206],"providing":[207],"instruction,":[208],"contrast,":[211],"establishing":[212],"relations,":[214],"presenting":[216],"information.":[217],"As":[218],"such,":[219],"these":[220],"characterize":[222],"Discussion":[225],"Board":[226],"terms":[229],"variations":[231],"task-oriented":[235],"among":[239],"students.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}