{"id":"https://openalex.org/W2604509971","doi":"https://doi.org/10.1145/3017680.3022362","title":"Advancing Data Science for Students of All Majors (Abstract Only)","display_name":"Advancing Data Science for Students of All Majors (Abstract Only)","publication_year":2017,"publication_date":"2017-03-08","ids":{"openalex":"https://openalex.org/W2604509971","doi":"https://doi.org/10.1145/3017680.3022362","mag":"2604509971"},"language":"en","primary_location":{"id":"doi:10.1145/3017680.3022362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3017680.3022362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5108772358","display_name":"Lillian Cassel","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lillian N. Cassel","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077911466","display_name":"Michael A. Posner","orcid":"https://orcid.org/0009-0002-9990-559X"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Posner","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071176897","display_name":"Darina Dicheva","orcid":"https://orcid.org/0000-0001-5590-0282"},"institutions":[{"id":"https://openalex.org/I188405335","display_name":"Winston-Salem State University","ror":"https://ror.org/049yc0897","country_code":"US","type":"education","lineage":["https://openalex.org/I188405335"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darina Dicheva","raw_affiliation_strings":["Winston Salem State University, Winston Salem, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Winston Salem State University, Winston Salem, NC, USA","institution_ids":["https://openalex.org/I188405335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076821587","display_name":"Don Goelman","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Goelman","raw_affiliation_strings":["Villanova, Villanova, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044218356","display_name":"Heikki Topi","orcid":"https://orcid.org/0000-0002-0600-2010"},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heikki Topi","raw_affiliation_strings":["Bentley University, Waltham, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bentley University, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049576584","display_name":"Christo Dichev","orcid":"https://orcid.org/0000-0003-0942-9746"},"institutions":[{"id":"https://openalex.org/I188405335","display_name":"Winston-Salem State University","ror":"https://ror.org/049yc0897","country_code":"US","type":"education","lineage":["https://openalex.org/I188405335"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christo Dichev","raw_affiliation_strings":["Winston Salem State University, Winston Salem, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Winston Salem State University, Winston Salem, NC, USA","institution_ids":["https://openalex.org/I188405335"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"722","last_page":"722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9613999724388123,"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":0.9613999724388123,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9172000288963318,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8339726328849792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7928922176361084},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6487295627593994},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4839518368244171},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4614836573600769},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1866842806339264},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.09641677141189575},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0952557921409607}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8339726328849792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7928922176361084},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6487295627593994},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4839518368244171},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4614836573600769},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1866842806339264},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.09641677141189575},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0952557921409607},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3017680.3022362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3017680.3022362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G8859775938","display_name":null,"funder_award_id":"NSF DUE 1432257","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764","https://openalex.org/W4292264782"],"abstract_inverted_index":{"The":[0,40,153],"use":[1,146,193],"and":[2,28,45,57,88,144,165,169,237],"analysis":[3],"of":[4,7,20,23,31,76,79,167,197,207,225,234],"large":[5],"quantities":[6],"data":[8,24,34,98,172,208,235],"have":[9,160],"become":[10],"ubiquitous":[11],"in":[12,33,105,171,194,222],"nearly":[13],"every":[14],"discipline.":[15],"We":[16,72,134],"began":[17],"a":[18,90,136,218,226],"discussion":[19,47],"the":[21,29,46,66,77,80,110,140,151,163,177,223,231],"role":[22,30,166],"science":[25,35,99,209,236,242],"across":[26],"disciplines,":[27],"computing":[32],"programs,":[36],"at":[37,248],"SIGCSE":[38,112,141,157],"16.":[39],"session":[41,228],"was":[42,48],"well":[43],"attended":[44],"valuable.":[49],"Since":[50],"then,":[51],"more":[52,58],"work":[53],"has":[54],"been":[55],"done":[56],"people":[59],"are":[60,126],"engaged.":[61],"This":[62,101],"BOF":[63,154],"will":[64,73,103,116,145,155,181,229,245],"continue":[65],"discussion,":[67],"including":[68],"welcoming":[69],"new":[70,91],"voices.":[71],"distribute":[74],"copies":[75],"report":[78],"NSF":[81,186],"sponsored":[82],"workshop":[83,178],"on":[84,162],"Data":[85],"Science":[86],"education":[87],"discuss":[89],"initiative":[92,102],"to":[93,121,149,176,189,201,204,240],"develop":[94,190],"curriculum":[95,132],"guidelines":[96],"for":[97,129,192],"programs.":[100],"be":[104,117,246],"its":[106,238],"earliest":[107],"stages":[108],"by":[109],"time":[111],"meets,":[113],"so":[114],"it":[115],"an":[118,185],"excellent":[119],"opportunity":[120],"gather":[122],"impressions":[123],"about":[124],"what":[125],"critical":[127],"considerations":[128],"any":[130],"such":[131],"effort.":[133],"developed":[135],"mailing":[137],"list":[138,148],"from":[139,184],"16":[142],"attendees":[143],"that":[147],"promote":[150],"BOF.":[152],"engage":[156],"participants":[158,221],"who":[159],"views":[161],"content":[164],"courses":[168],"programs":[170],"science.":[173],"In":[174],"addition":[175],"report,":[179],"we":[180],"describe":[182],"results":[183],"IUSE":[187],"grant":[188],"modules":[191],"many":[195],"types":[196],"courses.":[198],"These":[199],"expect":[200],"make":[202],"access":[203],"fundamentals":[205],"elements":[206],"available":[210],"as":[211,213,217],"widely":[212],"possible.":[214],"With":[215],"these":[216],"starting":[219],"point,":[220],"Birds":[224],"Feather":[227],"explore":[230],"emerging":[232],"field":[233],"relationship":[239],"computer":[241],"education.":[243],"Discussions":[244],"hosted":[247],"http://computingportal.org/datascienceflipped":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}