{"id":"https://openalex.org/W3162173066","doi":"https://doi.org/10.1145/3409334.3452088","title":"Cross courses pedagogy development in data analytics","display_name":"Cross courses pedagogy development in data analytics","publication_year":2021,"publication_date":"2021-04-15","ids":{"openalex":"https://openalex.org/W3162173066","doi":"https://doi.org/10.1145/3409334.3452088","mag":"3162173066"},"language":"en","primary_location":{"id":"doi:10.1145/3409334.3452088","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast Conference","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/A5037684756","display_name":"Yi Ding","orcid":"https://orcid.org/0000-0002-1226-341X"},"institutions":[{"id":"https://openalex.org/I2803051760","display_name":"Gwinnett College","ror":"https://ror.org/047y9vj34","country_code":"US","type":"education","lineage":["https://openalex.org/I2803051760"]},{"id":"https://openalex.org/I78927796","display_name":"Georgia Gwinnett College","ror":"https://ror.org/05vkmhj10","country_code":"US","type":"education","lineage":["https://openalex.org/I78927796"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Ding","raw_affiliation_strings":["Georgia Gwinnett College"],"affiliations":[{"raw_affiliation_string":"Georgia Gwinnett College","institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059540519","display_name":"Hyesung Park","orcid":"https://orcid.org/0000-0002-7613-8706"},"institutions":[{"id":"https://openalex.org/I78927796","display_name":"Georgia Gwinnett College","ror":"https://ror.org/05vkmhj10","country_code":"US","type":"education","lineage":["https://openalex.org/I78927796"]},{"id":"https://openalex.org/I2803051760","display_name":"Gwinnett College","ror":"https://ror.org/047y9vj34","country_code":"US","type":"education","lineage":["https://openalex.org/I2803051760"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyesung Park","raw_affiliation_strings":["Georgia Gwinnett College"],"affiliations":[{"raw_affiliation_string":"Georgia Gwinnett College","institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079359945","display_name":"Shuhua Lai","orcid":"https://orcid.org/0009-0009-4675-5058"},"institutions":[{"id":"https://openalex.org/I2803051760","display_name":"Gwinnett College","ror":"https://ror.org/047y9vj34","country_code":"US","type":"education","lineage":["https://openalex.org/I2803051760"]},{"id":"https://openalex.org/I78927796","display_name":"Georgia Gwinnett College","ror":"https://ror.org/05vkmhj10","country_code":"US","type":"education","lineage":["https://openalex.org/I78927796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuhua Lai","raw_affiliation_strings":["Georgia Gwinnett College"],"affiliations":[{"raw_affiliation_string":"Georgia Gwinnett College","institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006617934","display_name":"Shuting Xu","orcid":"https://orcid.org/0000-0003-2572-5123"},"institutions":[{"id":"https://openalex.org/I2803051760","display_name":"Gwinnett College","ror":"https://ror.org/047y9vj34","country_code":"US","type":"education","lineage":["https://openalex.org/I2803051760"]},{"id":"https://openalex.org/I78927796","display_name":"Georgia Gwinnett College","ror":"https://ror.org/05vkmhj10","country_code":"US","type":"education","lineage":["https://openalex.org/I78927796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuting Xu","raw_affiliation_strings":["Georgia Gwinnett College"],"affiliations":[{"raw_affiliation_string":"Georgia Gwinnett College","institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078057504","display_name":"Yaquan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I78927796","display_name":"Georgia Gwinnett College","ror":"https://ror.org/05vkmhj10","country_code":"US","type":"education","lineage":["https://openalex.org/I78927796"]},{"id":"https://openalex.org/I2803051760","display_name":"Gwinnett College","ror":"https://ror.org/047y9vj34","country_code":"US","type":"education","lineage":["https://openalex.org/I2803051760"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaquan Xu","raw_affiliation_strings":["Georgia Gwinnett College"],"affiliations":[{"raw_affiliation_string":"Georgia Gwinnett College","institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037684756"],"corresponding_institution_ids":["https://openalex.org/I2803051760","https://openalex.org/I78927796"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07326022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9847999811172485,"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/variety","display_name":"Variety (cybernetics)","score":0.629654049873352},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5708860158920288},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5635257363319397},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.561549186706543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5607415437698364},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.5430050492286682},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.47392138838768005},{"id":"https://openalex.org/keywords/professional-development","display_name":"Professional development","score":0.4169953465461731},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4033428430557251},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.33816611766815186},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.23524770140647888},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21337348222732544},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15272000432014465},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14323216676712036},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13535022735595703}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.629654049873352},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5708860158920288},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5635257363319397},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.561549186706543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5607415437698364},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.5430050492286682},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.47392138838768005},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.4169953465461731},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4033428430557251},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.33816611766815186},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.23524770140647888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21337348222732544},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15272000432014465},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14323216676712036},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13535022735595703},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3409334.3452088","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W313145041","https://openalex.org/W1726463755","https://openalex.org/W1977341090","https://openalex.org/W2019880039","https://openalex.org/W2034383240","https://openalex.org/W2123184471","https://openalex.org/W2141975087","https://openalex.org/W2572048922","https://openalex.org/W2762031836","https://openalex.org/W2763144831","https://openalex.org/W2885598219","https://openalex.org/W2911324430","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4286508873","https://openalex.org/W2185045523","https://openalex.org/W2175024588","https://openalex.org/W184430638","https://openalex.org/W156969523","https://openalex.org/W1982406023","https://openalex.org/W2007640890","https://openalex.org/W3031598356","https://openalex.org/W2729605695","https://openalex.org/W3023919550"],"abstract_inverted_index":{"Data":[0,4,6],"and":[1,22,29,53,140,177,206],"Analysis":[2],"of":[3,15,27,50,97,130,142,156,189,217],"(or":[5],"Analytics,":[7],"or":[8],"DA)":[9],"are":[10],"becoming":[11],"increasingly":[12],"important":[13],"parts":[14],"professional":[16],"practices":[17,62,221],"within":[18],"IT":[19,81,85,123,157,179,200],"(Information":[20],"Technology)":[21],"across":[23,148],"the":[24,42,65,103,128,138,182,199,218],"larger":[25],"domains":[26],"business":[28],"science.":[30],"Many":[31],"dedicated":[32,66,76],"data":[33,44],"analytics":[34],"related":[35],"programs":[36,68],"have":[37],"been":[38],"developed":[39],"to":[40,101,115,168,173,198,209],"train":[41],"future":[43],"analyst":[45],"workforce.":[46],"Still,":[47],"growing":[48],"needs":[49],"DA":[51,67,71,77,90,109,118,145,175,183,213,224],"skills":[52,184],"knowledge":[54],"almost":[55],"as":[56],"literacy":[57],"requirement":[58],"for":[59,120,222],"many":[60,83],"job":[61,190,220],"outpace":[63],"what":[64],"can":[69,204],"supply.":[70],"training":[72,119],"often":[73],"goes":[74],"beyond":[75],"curricula.":[78],"Even":[79],"in":[80,106,112,152,186],"field,":[82],"non-DA":[84,122,150],"courses":[86,114,151],"could":[87],"involve":[88],"some":[89],"topics.":[91],"Currently,":[92],"there":[93],"is":[94,196,214],"a":[95,132,170,187,215],"lack":[96],"study":[98,154],"on":[99],"how":[100],"coordinate":[102],"pedagogical":[104],"methods":[105],"teaching":[107,139],"those":[108,143],"topics":[110,146],"embedded":[111,147],"different":[113,149],"deliver":[116],"needed":[117,185],"our":[121,193],"graduates.":[124],"Here,":[125],"we":[126,163],"explore":[127],"possibility":[129],"developing":[131],"pedagogy":[133,225],"framework":[134],"that":[135],"helps":[136],"link":[137],"learning":[141],"fragmented":[144],"multidisciplinary":[153],"areas":[155],"field":[158,201],"together.":[159],"In":[160],"doing":[161],"so,":[162],"expect":[164],"this":[165,202],"interdisciplinary":[166],"effort":[167,195],"provide":[169],"complimentary":[171],"approach":[172],"promote":[174],"education":[176],"prepare":[178],"graduates":[180],"with":[181],"variety":[188],"requirements.":[191],"Although":[192],"current":[194],"limited":[197],"experience":[203],"inspire":[205],"be":[207],"transferred":[208],"other":[210],"fields":[211],"where":[212],"part":[216],"prevalent":[219],"their":[223],"development.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
